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Jesús Pérez 27dbc5cd08
chore: review docs from scratch
2026-01-17 03:58:28 +00:00

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This is an enterprise-grade Infrastructure as Code (IaC) platform built with Rust, Nushell, and Nickel.","breadcrumbs":"Introduction » Provisioning Platform Documentation","id":"0","title":"Provisioning Platform Documentation"},"1":{"body":"Provisioning is a comprehensive infrastructure automation platform that manages complete infrastructure lifecycles across multiple cloud providers. The platform emphasizes type-safety, configuration-driven design, and workspace-first organization.","breadcrumbs":"Introduction » What is Provisioning","id":"1","title":"What is Provisioning"},"10":{"body":"Getting started with Provisioning involves: Verifying prerequisites - System requirements, tools, cloud accounts Installing platform - Binary or container installation Initial configuration - Environment setup, credentials, workspaces First deployment - Deploy actual infrastructure in 5 minutes Verification - Validate everything is working correctly By the end of this section, you\'ll have a running Provisioning installation and have deployed your first infrastructure.","breadcrumbs":"Getting Started » Overview","id":"10","title":"Overview"},"100":{"body":"","breadcrumbs":"First Deployment » Part 2: Infrastructure Definition","id":"100","title":"Part 2: Infrastructure Definition"},"1000":{"body":"# Check logs\\ntail -f ~/.provisioning/logs/upgrade.log # Monitor process\\nprovisioning upgrade --monitor # Stop upgrade gracefully\\nprovisioning upgrade --stop --graceful # Force stop\\nprovisioning upgrade --stop --force","breadcrumbs":"Upgrade » Upgrade Hangs","id":"1000","title":"Upgrade Hangs"},"1001":{"body":"# Check migration logs\\nprovisioning upgrade --migration-logs # Rollback to previous version\\nprovisioning upgrade --rollback # Restore from backup\\nprovisioning backup restore","breadcrumbs":"Upgrade » Migration Failure","id":"1001","title":"Migration Failure"},"1002":{"body":"# Check service logs\\nprovisioning platform logs # Verify configuration\\nprovisioning validate config --strict # Restore configuration from backup\\nprovisioning config restore # Restart services\\nprovisioning orchestrator start","breadcrumbs":"Upgrade » Service Won\'t Start","id":"1002","title":"Service Won\'t Start"},"1003":{"body":"","breadcrumbs":"Upgrade » Upgrade Scheduling","id":"1003","title":"Upgrade Scheduling"},"1004":{"body":"# Schedule upgrade for specific time\\nprovisioning upgrade --schedule \\"2026-01-20T02:00:00\\" # Schedule for next maintenance window\\nprovisioning upgrade --schedule-next-maintenance # Cancel scheduled upgrade\\nprovisioning upgrade --cancel-scheduled","breadcrumbs":"Upgrade » Schedule Automated Upgrade","id":"1004","title":"Schedule Automated Upgrade"},"1005":{"body":"For CI/CD environments: # Non-interactive upgrade\\nprovisioning upgrade --yes --no-confirm # Upgrade with timeout\\nprovisioning upgrade --timeout 3600 # Skip backup\\nprovisioning upgrade --skip-backup # Continue even if health checks fail\\nprovisioning upgrade --force-upgrade","breadcrumbs":"Upgrade » Unattended Upgrade","id":"1005","title":"Unattended Upgrade"},"1006":{"body":"","breadcrumbs":"Upgrade » Version Management","id":"1006","title":"Version Management"},"1007":{"body":"Pin versions for workspace reproducibility: # workspace/versions.ncl\\n{ provisioning = \\"5.0.0\\" nushell = \\"0.109.0\\" nickel = \\"1.15.1\\" sops = \\"3.10.2\\" age = \\"1.2.1\\"\\n} Enforce version constraints: # Check version compliance\\nprovisioning version --check-constraints # Enforce constraint\\nprovisioning version --strict-mode","breadcrumbs":"Upgrade » Version Constraints","id":"1007","title":"Version Constraints"},"1008":{"body":"Pin provider and task service versions: # workspace/infra/versions.ncl\\n{ providers = { upcloud = \\"2.0.0\\" aws = \\"5.0.0\\" } taskservs = { kubernetes = \\"1.28.0\\" postgres = \\"14.0\\" }\\n}","breadcrumbs":"Upgrade » Vendor Versions","id":"1008","title":"Vendor Versions"},"1009":{"body":"","breadcrumbs":"Upgrade » Best Practices","id":"1009","title":"Best Practices"},"101":{"body":"Create infrastructure definition with type-safe Nickel: # Create Kubernetes cluster schema\\ncat > infra/k8s-cluster.ncl <<\'EOF\'\\n{ metadata = { name = \\"k8s-prod\\" provider = \\"upcloud\\" environment = \\"production\\" version = \\"1.0.0\\" } infrastructure = { servers = [ { name = \\"k8s-control-01\\" plan = \\"medium\\" # 4 CPU, 8 GB RAM role = \\"control\\" zone = \\"de-fra1\\" disk_size_gb = 50 backup_enabled = true } { name = \\"k8s-worker-01\\" plan = \\"large\\" # 8 CPU, 16 GB RAM role = \\"worker\\" zone = \\"de-fra1\\" disk_size_gb = 100 backup_enabled = true } { name = \\"k8s-worker-02\\" plan = \\"large\\" role = \\"worker\\" zone = \\"de-fra1\\" disk_size_gb = 100 backup_enabled = true } ] } services = { taskservs = [ \\"containerd\\" # Container runtime (dependency) \\"etcd\\" # Key-value store (dependency) \\"kubernetes\\" # Core orchestration \\"cilium\\" # CNI networking \\"rook-ceph\\" # Persistent storage ] } kubernetes = { version = \\"1.28.0\\" pod_cidr = \\"10.244.0.0/16\\" service_cidr = \\"10.96.0.0/12\\" container_runtime = \\"containerd\\" cri_socket = \\"/run/containerd/containerd.sock\\" } networking = { cni = \\"cilium\\" enable_network_policy = true enable_encryption = true } storage = { provider = \\"rook-ceph\\" replicas = 3 storage_class = \\"ceph-rbd\\" }\\n}\\nEOF","breadcrumbs":"First Deployment » Define Nickel Schema","id":"101","title":"Define Nickel Schema"},"1010":{"body":"Schedule during maintenance windows Test in staging first Communicate with team Have rollback plan ready","breadcrumbs":"Upgrade » 1. Plan Upgrades","id":"1010","title":"1. Plan Upgrades"},"1011":{"body":"# Complete backup before upgrade\\nprovisioning workspace backup --compress\\nprovisioning config backup\\nprovisioning state backup","breadcrumbs":"Upgrade » 2. Backup Everything","id":"1011","title":"2. Backup Everything"},"1012":{"body":"# Use side-by-side upgrade to test\\nprovisioning upgrade --staging\\nprovisioning test suite","breadcrumbs":"Upgrade » 3. Test Before Upgrading","id":"1012","title":"3. Test Before Upgrading"},"1013":{"body":"# Watch orchestrator\\nprovisioning orchestrator status --watch # Monitor platform health\\nprovisioning platform monitor # Check logs\\ntail -f ~/.provisioning/logs/provisioning.log","breadcrumbs":"Upgrade » 4. Monitor After Upgrade","id":"1013","title":"4. Monitor After Upgrade"},"1014":{"body":"# Record what changed\\nprovisioning upgrade --changelog > UPGRADE.md # Update team documentation\\n# Update runbooks\\n# Update dashboards","breadcrumbs":"Upgrade » 5. Document Changes","id":"1014","title":"5. Document Changes"},"1015":{"body":"","breadcrumbs":"Upgrade » Upgrade Policies","id":"1015","title":"Upgrade Policies"},"1016":{"body":"Enable automatic updates: # ~/.config/provisioning/user_config.yaml\\nupgrade: auto_update: true check_interval: \\"daily\\" update_channel: \\"stable\\" auto_backup: true","breadcrumbs":"Upgrade » Automatic Updates","id":"1016","title":"Automatic Updates"},"1017":{"body":"Choose update channel: # Stable releases (recommended)\\nprovisioning upgrade --channel stable # Beta releases\\nprovisioning upgrade --channel beta # Development (nightly)\\nprovisioning upgrade --channel development","breadcrumbs":"Upgrade » Update Channels","id":"1017","title":"Update Channels"},"1018":{"body":"Initial Setup - First-time configuration Platform Health - System monitoring Backup & Recovery - Data protection","breadcrumbs":"Upgrade » Related Documentation","id":"1018","title":"Related Documentation"},"1019":{"body":"Common issues, debugging procedures, and resolution strategies for the Provisioning platform.","breadcrumbs":"Troubleshooting » Troubleshooting","id":"1019","title":"Troubleshooting"},"102":{"body":"# Type-check Nickel schema\\nnickel typecheck infra/k8s-cluster.ncl # Validate against provisioning contracts\\nprovisioning validate config --infra k8s-cluster Expected output: Schema validation: PASSED - Syntax: Valid Nickel - Type safety: All contracts satisfied - Dependencies: Resolved (5 taskservs) - Provider: upcloud (credentials found)","breadcrumbs":"First Deployment » Validate Schema","id":"102","title":"Validate Schema"},"1020":{"body":"Run platform diagnostics: # Comprehensive health check\\nprovisioning diagnose # Check specific component\\nprovisioning diagnose --component orchestrator # Generate diagnostic report\\nprovisioning diagnose --report /tmp/diagnostics.txt","breadcrumbs":"Troubleshooting » Quick Diagnosis","id":"1020","title":"Quick Diagnosis"},"1021":{"body":"","breadcrumbs":"Troubleshooting » Common Issues","id":"1021","title":"Common Issues"},"1022":{"body":"Symptom : Service fails to start or crashes immediately Diagnosis : # Check service status\\nsystemctl status provisioning-orchestrator # View recent logs\\njournalctl -u provisioning-orchestrator -n 100 --no-pager # Check configuration\\nprovisioning validate config Common Causes : Port already in use # Find process using port\\nlsof -i :8080 # Kill conflicting process or change port in config Configuration error # Validate configuration\\nprovisioning validate config --strict # Check for syntax errors\\nnickel typecheck /etc/provisioning/config.ncl Missing dependencies # Check binary dependencies\\nldd /usr/local/bin/provisioning-orchestrator # Install missing libraries\\nsudo apt install <missing-library> Permission issues # Fix ownership\\nsudo chown -R provisioning:provisioning /var/lib/provisioning\\nsudo chown -R provisioning:provisioning /etc/provisioning # Fix permissions\\nsudo chmod 750 /var/lib/provisioning\\nsudo chmod 640 /etc/provisioning/*.toml","breadcrumbs":"Troubleshooting » Services Won\'t Start","id":"1022","title":"Services Won\'t Start"},"1023":{"body":"Symptom : Services can\'t connect to SurrealDB Diagnosis : # Check database status\\nsystemctl status surrealdb # Test database connectivity\\ncurl [http://localhost:8000/health](http://localhost:8000/health) # Check database logs\\njournalctl -u surrealdb -n 50 Resolution : # Restart database\\nsudo systemctl restart surrealdb # Verify connection string in config\\nprovisioning config get database.url # Test manual connection\\nsurreal sql --conn [http://localhost:8000](http://localhost:8000) --user root --pass root","breadcrumbs":"Troubleshooting » Database Connection Failures","id":"1023","title":"Database Connection Failures"},"1024":{"body":"Symptom : Service consuming excessive CPU or memory Diagnosis : # Monitor resource usage\\ntop -p $(pgrep provisioning-orchestrator) # Detailed metrics\\nprovisioning platform metrics --service orchestrator # Check for resource leaks Resolution : # Adjust worker threads\\nprovisioning config set execution.worker_threads 4 # Reduce parallel tasks\\nprovisioning config set execution.max_parallel_tasks 50 # Increase memory limit\\nsudo systemctl set-property provisioning-orchestrator MemoryMax=8G # Restart service\\nsudo systemctl restart provisioning-orchestrator","breadcrumbs":"Troubleshooting » High Resource Usage","id":"1024","title":"High Resource Usage"},"1025":{"body":"Symptom : Workflows fail or hang Diagnosis : # List failed workflows\\nprovisioning workflow list --status failed # View workflow details\\nprovisioning workflow show <workflow-id> # Check workflow logs\\nprovisioning workflow logs <workflow-id> # Inspect checkpoint state\\nprovisioning workflow checkpoints <workflow-id> Common Issues : Provider API errors # Check provider credentials\\nprovisioning provider validate upcloud # Test provider connectivity\\nprovisioning provider test upcloud Dependency resolution failures # Validate infrastructure schema\\nprovisioning validate infra my-cluster.ncl # Check task service dependencies\\nprovisioning taskserv deps kubernetes Timeout issues # Increase timeout\\nprovisioning config set workflows.task_timeout 600 # Enable detailed logging\\nprovisioning config set logging.level debug","breadcrumbs":"Troubleshooting » Workflow Failures","id":"1025","title":"Workflow Failures"},"1026":{"body":"Symptom : Can\'t reach external services or cloud providers Diagnosis : # Test network connectivity\\nping -c 3 upcloud.com # Check DNS resolution\\nnslookup api.upcloud.com # Test HTTPS connectivity\\ncurl -v [https://api.upcloud.com](https://api.upcloud.com) # Check proxy settings\\nenv | grep -i proxy Resolution : # Configure proxy if needed\\nexport HTTPS_PROXY= [http://proxy.example.com:8080](http://proxy.example.com:8080)\\nprovisioning config set network.proxy [http://proxy.example.com:8080](http://proxy.example.com:8080) # Verify firewall rules\\nsudo ufw status # Check routing\\nip route show","breadcrumbs":"Troubleshooting » Network Connectivity Issues","id":"1026","title":"Network Connectivity Issues"},"1027":{"body":"Symptom : API requests fail with 401 Unauthorized Diagnosis : # Check JWT token\\nprovisioning auth status # Verify user credentials\\nprovisioning auth whoami # Check authentication logs\\njournalctl -u provisioning-control-center | grep \\"auth\\" Resolution : # Refresh authentication token\\nprovisioning auth login --username admin # Reset user password\\nprovisioning auth reset-password --username admin # Verify MFA configuration\\nprovisioning auth mfa status","breadcrumbs":"Troubleshooting » Authentication Failures","id":"1027","title":"Authentication Failures"},"1028":{"body":"","breadcrumbs":"Troubleshooting » Debugging Workflows","id":"1028","title":"Debugging Workflows"},"1029":{"body":"# Enable debug mode\\nexport PROVISIONING_LOG_LEVEL=debug\\nprovisioning workflow create my-cluster --debug # Or in configuration\\nprovisioning config set logging.level debug\\nsudo systemctl restart provisioning-orchestrator","breadcrumbs":"Troubleshooting » Enable Debug Logging","id":"1029","title":"Enable Debug Logging"},"103":{"body":"","breadcrumbs":"First Deployment » Part 3: Preview and Validation","id":"103","title":"Part 3: Preview and Validation"},"1030":{"body":"# View workflow state\\nprovisioning workflow state <workflow-id> # Export workflow state to JSON\\nprovisioning workflow state <workflow-id> --format json > workflow-state.json # Inspect checkpoints\\nprovisioning workflow checkpoints <workflow-id>","breadcrumbs":"Troubleshooting » Workflow State Inspection","id":"1030","title":"Workflow State Inspection"},"1031":{"body":"# Retry failed workflow from last checkpoint\\nprovisioning workflow retry <workflow-id> # Retry from specific checkpoint\\nprovisioning workflow retry <workflow-id> --from-checkpoint 3 # Force retry (skip validation)\\nprovisioning workflow retry <workflow-id> --force","breadcrumbs":"Troubleshooting » Manual Workflow Retry","id":"1031","title":"Manual Workflow Retry"},"1032":{"body":"","breadcrumbs":"Troubleshooting » Performance Troubleshooting","id":"1032","title":"Performance Troubleshooting"},"1033":{"body":"Diagnosis : # Profile workflow execution\\nprovisioning workflow profile <workflow-id> # Identify bottlenecks\\nprovisioning workflow analyze <workflow-id> Optimization : # Increase parallelism\\nprovisioning config set execution.max_parallel_tasks 200 # Optimize database queries\\nprovisioning database analyze # Add caching\\nprovisioning config set cache.enabled true","breadcrumbs":"Troubleshooting » Slow Workflow Execution","id":"1033","title":"Slow Workflow Execution"},"1034":{"body":"Diagnosis : # Check database metrics\\ncurl [http://localhost:8000/metrics](http://localhost:8000/metrics) # Identify slow queries\\nprovisioning database slow-queries # Check connection pool\\nprovisioning database pool-status Optimization : # Increase connection pool\\nprovisioning config set database.max_connections 200 # Add indexes\\nprovisioning database create-indexes # Optimize vacuum settings\\nprovisioning database vacuum","breadcrumbs":"Troubleshooting » Database Performance Issues","id":"1034","title":"Database Performance Issues"},"1035":{"body":"","breadcrumbs":"Troubleshooting » Log Analysis","id":"1035","title":"Log Analysis"},"1036":{"body":"# View all platform logs\\njournalctl -u provisioning-* -f # Filter by severity\\njournalctl -u provisioning-* -p err # Export logs for analysis\\njournalctl -u provisioning-* --since \\"1 hour ago\\" > /tmp/logs.txt","breadcrumbs":"Troubleshooting » Centralized Log Viewing","id":"1036","title":"Centralized Log Viewing"},"1037":{"body":"Using Loki with LogQL: # Find errors in orchestrator\\n{job=\\"provisioning-orchestrator\\"} | = \\"ERROR\\" # Workflow failures\\n{job=\\"provisioning-orchestrator\\"} | json | status=\\"failed\\" # API request latency over 1s\\n{job=\\"provisioning-control-center\\"} | json | duration > 1","breadcrumbs":"Troubleshooting » Structured Log Queries","id":"1037","title":"Structured Log Queries"},"1038":{"body":"# Correlate logs by request ID\\njournalctl -u provisioning-* | grep \\"request_id=abc123\\" # Trace workflow execution\\nprovisioning workflow trace <workflow-id>","breadcrumbs":"Troubleshooting » Log Correlation","id":"1038","title":"Log Correlation"},"1039":{"body":"","breadcrumbs":"Troubleshooting » Advanced Debugging","id":"1039","title":"Advanced Debugging"},"104":{"body":"# Dry-run to see what will be created\\nprovisioning server create --check --infra k8s-cluster Output shows: Infrastructure Plan: k8s-prod\\nProvider: upcloud\\nRegion: de-fra1 Servers to create: 3 - k8s-control-01 (medium, 4 CPU, 8 GB RAM, 50 GB disk) - k8s-worker-01 (large, 8 CPU, 16 GB RAM, 100 GB disk) - k8s-worker-02 (large, 8 CPU, 16 GB RAM, 100 GB disk) Task services: 5 (with dependencies resolved) 1. containerd (dependency for kubernetes) 2. etcd (dependency for kubernetes) 3. kubernetes 4. cilium (requires kubernetes) 5. rook-ceph (requires kubernetes) Estimated monthly cost: $xxx.xx\\nEstimated deployment time: 15-20 minutes WARNING: Production deployment - ensure backup enabled","breadcrumbs":"First Deployment » Preview Infrastructure","id":"104","title":"Preview Infrastructure"},"1040":{"body":"# Enable backtrace for Rust services\\nexport RUST_BACKTRACE=1\\nsudo systemctl restart provisioning-orchestrator # Full backtrace\\nexport RUST_BACKTRACE=full","breadcrumbs":"Troubleshooting » Enable Rust Backtrace","id":"1040","title":"Enable Rust Backtrace"},"1041":{"body":"# Enable core dumps\\nsudo sysctl -w kernel.core_pattern=/var/crash/core.%e.%p\\nulimit -c unlimited # Analyze core dump\\nsudo coredumpctl list\\nsudo coredumpctl debug <pid> # In gdb:\\n(gdb) bt\\n(gdb) info threads\\n(gdb) thread apply all bt","breadcrumbs":"Troubleshooting » Core Dump Analysis","id":"1041","title":"Core Dump Analysis"},"1042":{"body":"# Capture API traffic\\nsudo tcpdump -i any -w /tmp/api-traffic.pcap port 8080 # Analyze with tshark\\ntshark -r /tmp/api-traffic.pcap -Y \\"http\\"","breadcrumbs":"Troubleshooting » Network Traffic Analysis","id":"1042","title":"Network Traffic Analysis"},"1043":{"body":"","breadcrumbs":"Troubleshooting » Getting Help","id":"1043","title":"Getting Help"},"1044":{"body":"# Generate comprehensive diagnostic report\\nprovisioning diagnose --full --output /tmp/diagnostics.tar.gz # Report includes:\\n# - Service status\\n# - Configuration files\\n# - Recent logs (last 1000 lines per service)\\n# - Resource usage metrics\\n# - Database status\\n# - Network connectivity tests\\n# - Workflow states","breadcrumbs":"Troubleshooting » Collect Diagnostic Information","id":"1044","title":"Collect Diagnostic Information"},"1045":{"body":"Check documentation: provisioning help <topic> Search logs: journalctl -u provisioning-* Review monitoring dashboards: http://localhost:3000 Run diagnostics: provisioning diagnose Contact support with diagnostic report","breadcrumbs":"Troubleshooting » Support Channels","id":"1045","title":"Support Channels"},"1046":{"body":"Enable comprehensive monitoring and alerting Implement regular health checks Maintain up-to-date documentation Test disaster recovery procedures monthly Keep platform and dependencies updated Review logs regularly for warning signs Monitor resource utilization trends Validate configuration changes before applying","breadcrumbs":"Troubleshooting » Preventive Measures","id":"1046","title":"Preventive Measures"},"1047":{"body":"Service Management - Service lifecycle Monitoring - Observability setup Platform Health - Health checks Backup & Recovery - Recovery procedures","breadcrumbs":"Troubleshooting » Related Documentation","id":"1047","title":"Related Documentation"},"1048":{"body":"Health monitoring, status checks, and system integrity validation for the Provisioning platform.","breadcrumbs":"Platform Health » Platform Health","id":"1048","title":"Platform Health"},"1049":{"body":"The platform provides multiple levels of health monitoring: Level Scope Frequency Response Time Service Health Individual service status Every 10s < 100ms System Health Overall platform status Every 30s < 500ms Infrastructure Health Managed resources Every 60s < 2s Dependency Health External services Every 60s < 1s","breadcrumbs":"Platform Health » Health Check Overview","id":"1049","title":"Health Check Overview"},"105":{"body":"# Visualize dependency resolution\\nprovisioning taskserv dependencies kubernetes --graph Shows: kubernetes\\n├── containerd (required)\\n├── etcd (required)\\n└── cni (cilium) (soft dependency) cilium\\n└── kubernetes (required) rook-ceph\\n└── kubernetes (required)","breadcrumbs":"First Deployment » Dependency Graph","id":"105","title":"Dependency Graph"},"1050":{"body":"# Check overall platform health\\nprovisioning health # Output:\\n# ✓ Orchestrator: healthy (uptime: 5d 3h)\\n# ✓ Control Center: healthy\\n# ✓ Vault Service: healthy\\n# ✓ Database: healthy (connections: 45/100)\\n# ✓ Network: healthy\\n# ✗ MCP Server: degraded (high latency) # Exit code: 0 = healthy, 1 = degraded, 2 = unhealthy","breadcrumbs":"Platform Health » Quick Health Check","id":"1050","title":"Quick Health Check"},"1051":{"body":"All services expose /health endpoints returning standardized responses.","breadcrumbs":"Platform Health » Service Health Endpoints","id":"1051","title":"Service Health Endpoints"},"1052":{"body":"curl [http://localhost:8080/health](http://localhost:8080/health) { \\"status\\": \\"healthy\\", \\"version\\": \\"5.0.0\\", \\"uptime_seconds\\": 432000, \\"checks\\": { \\"database\\": \\"healthy\\", \\"file_system\\": \\"healthy\\", \\"memory\\": \\"healthy\\" }, \\"metrics\\": { \\"active_workflows\\": 12, \\"queued_tasks\\": 45, \\"completed_tasks\\": 9876, \\"worker_threads\\": 8 }, \\"timestamp\\": \\"2026-01-16T10:30:00Z\\"\\n} Health status values: healthy - Service operating normally degraded - Service functional with reduced capacity unhealthy - Service not functioning","breadcrumbs":"Platform Health » Orchestrator Health","id":"1052","title":"Orchestrator Health"},"1053":{"body":"curl [http://localhost:8081/health](http://localhost:8081/health) { \\"status\\": \\"healthy\\", \\"version\\": \\"5.0.0\\", \\"checks\\": { \\"database\\": \\"healthy\\", \\"orchestrator\\": \\"healthy\\", \\"vault\\": \\"healthy\\", \\"auth\\": \\"healthy\\" }, \\"metrics\\": { \\"active_sessions\\": 23, \\"api_requests_per_second\\": 156, \\"p95_latency_ms\\": 45 }\\n}","breadcrumbs":"Platform Health » Control Center Health","id":"1053","title":"Control Center Health"},"1054":{"body":"curl [http://localhost:8085/health](http://localhost:8085/health) { \\"status\\": \\"healthy\\", \\"checks\\": { \\"kms_backend\\": \\"healthy\\", \\"encryption\\": \\"healthy\\", \\"key_rotation\\": \\"healthy\\" }, \\"metrics\\": { \\"active_secrets\\": 234, \\"encryption_ops_per_second\\": 50, \\"kms_latency_ms\\": 3 }\\n}","breadcrumbs":"Platform Health » Vault Service Health","id":"1054","title":"Vault Service Health"},"1055":{"body":"","breadcrumbs":"Platform Health » System Health Checks","id":"1055","title":"System Health Checks"},"1056":{"body":"# Run all health checks\\nprovisioning health check --all # Check specific components\\nprovisioning health check --components orchestrator,database,network # Output detailed report\\nprovisioning health check --detailed --output /tmp/health-report.json","breadcrumbs":"Platform Health » Comprehensive Health Check","id":"1056","title":"Comprehensive Health Check"},"1057":{"body":"Platform health checking verifies: Service Availability - All services responding Database Connectivity - SurrealDB reachable and responsive Filesystem Health - Disk space and I/O performance Network Connectivity - Internal and external connectivity Resource Utilization - CPU, memory, disk within limits Dependency Status - External services available Security Status - Authentication and encryption functional","breadcrumbs":"Platform Health » Health Check Components","id":"1057","title":"Health Check Components"},"1058":{"body":"# Check database health\\nprovisioning health database # Output:\\n# ✓ Connection: healthy (latency: 2ms)\\n# ✓ Disk usage: 45% (22GB / 50GB)\\n# ✓ Active connections: 45 / 100\\n# ✓ Query performance: healthy (avg: 15ms)\\n# ✗ Replication: warning (lag: 5s) Detailed database metrics: # Connection pool status\\nprovisioning database pool-status # Slow query analysis\\nprovisioning database slow-queries --threshold 1000ms # Storage usage\\nprovisioning database storage-stats","breadcrumbs":"Platform Health » Database Health","id":"1058","title":"Database Health"},"1059":{"body":"# Check disk space and I/O\\nprovisioning health filesystem # Output:\\n# ✓ Root filesystem: 65% used (325GB / 500GB)\\n# ✓ Data filesystem: 45% used (225GB / 500GB)\\n# ✓ I/O latency: healthy (avg: 5ms)\\n# ✗ Inodes: warning (85% used) Check specific paths: # Check data directory\\ndf -h /var/lib/provisioning # Check I/O performance\\niostat -x 1 5","breadcrumbs":"Platform Health » Filesystem Health","id":"1059","title":"Filesystem Health"},"106":{"body":"","breadcrumbs":"First Deployment » Part 4: Server Provisioning","id":"106","title":"Part 4: Server Provisioning"},"1060":{"body":"# Check network connectivity\\nprovisioning health network # Test external connectivity\\nprovisioning health network --external # Test provider connectivity\\nprovisioning health network --provider upcloud Network health checks: Internal service-to-service connectivity DNS resolution External API reachability (cloud providers) Network latency and packet loss Firewall rules validation","breadcrumbs":"Platform Health » Network Health","id":"1060","title":"Network Health"},"1061":{"body":"","breadcrumbs":"Platform Health » Resource Monitoring","id":"1061","title":"Resource Monitoring"},"1062":{"body":"# Check CPU utilization\\nprovisioning health cpu # Per-service CPU usage\\nprovisioning platform metrics --metric cpu_usage # Alert if CPU > 90% for 5 minutes Monitor CPU load: # System load average\\nuptime # Per-process CPU\\ntop -b -n 1 | grep provisioning","breadcrumbs":"Platform Health » CPU Health","id":"1062","title":"CPU Health"},"1063":{"body":"# Check memory utilization\\nprovisioning health memory # Memory breakdown by service\\nprovisioning platform metrics --metric memory_usage # Detect memory leaks\\nprovisioning health memory --leak-detection Memory metrics: # Available memory\\nfree -h # Per-service memory\\nps aux | grep provisioning | awk \'{sum+=$6} END {print sum/1024 \\" MB\\"}\'","breadcrumbs":"Platform Health » Memory Health","id":"1063","title":"Memory Health"},"1064":{"body":"# Check disk health\\nprovisioning health disk # SMART status (if available)\\nsudo smartctl -H /dev/sda","breadcrumbs":"Platform Health » Disk Health","id":"1064","title":"Disk Health"},"1065":{"body":"","breadcrumbs":"Platform Health » Automated Health Monitoring","id":"1065","title":"Automated Health Monitoring"},"1066":{"body":"Enable continuous health monitoring: # Start health monitor\\nprovisioning health monitor --interval 30 # Monitor with alerts\\nprovisioning health monitor --interval 30 --alert-email [ops@example.com](mailto:ops@example.com) # Monitor specific components\\nprovisioning health monitor --components orchestrator,database --interval 10","breadcrumbs":"Platform Health » Health Check Service","id":"1066","title":"Health Check Service"},"1067":{"body":"Systemd watchdog for automatic restart on failure: # /etc/systemd/system/provisioning-orchestrator.service\\n[Service]\\nType=notify\\nWatchdogSec=30\\nRestart=on-failure\\nRestartSec=10\\nStartLimitIntervalSec=300\\nStartLimitBurst=5 Service sends periodic health status: // Rust service code\\nsd_notify::notify(true, &[NotifyState::Watchdog])?;","breadcrumbs":"Platform Health » Systemd Health Monitoring","id":"1067","title":"Systemd Health Monitoring"},"1068":{"body":"","breadcrumbs":"Platform Health » Health Dashboards","id":"1068","title":"Health Dashboards"},"1069":{"body":"Import platform health dashboard: provisioning monitoring install-dashboard --name platform-health Dashboard panels: Service status indicators Resource utilization gauges Error rate graphs Latency histograms Workflow success rate Database connection pool Access: http://localhost:3000/d/platform-health","breadcrumbs":"Platform Health » Grafana Health Dashboard","id":"1069","title":"Grafana Health Dashboard"},"107":{"body":"# Create all servers in parallel\\nprovisioning server create --infra k8s-cluster --yes Progress tracking: Creating 3 servers... k8s-control-01: [████████████████████████] 100% k8s-worker-01: [████████████████████████] 100% k8s-worker-02: [████████████████████████] 100% Servers created: 3/3\\nSSH configured: 3/3\\nNetwork ready: 3/3 Servers available: k8s-control-01: 94.237.x.x (running) k8s-worker-01: 94.237.x.x (running) k8s-worker-02: 94.237.x.x (running)","breadcrumbs":"First Deployment » Create Servers","id":"107","title":"Create Servers"},"1070":{"body":"Real-time health monitoring in terminal: # Interactive health dashboard\\nprovisioning health dashboard # Auto-refresh every 5 seconds\\nprovisioning health dashboard --refresh 5","breadcrumbs":"Platform Health » CLI Health Dashboard","id":"1070","title":"CLI Health Dashboard"},"1071":{"body":"","breadcrumbs":"Platform Health » Health Alerts","id":"1071","title":"Health Alerts"},"1072":{"body":"# Platform health alerts\\ngroups: - name: platform_health rules: - alert: ServiceUnhealthy expr: up{job=~\\"provisioning-.*\\"} == 0 for: 1m labels: severity: critical annotations: summary: \\"Service is unhealthy\\" - alert: HighMemoryUsage expr: process_resident_memory_bytes > 4e9 for: 5m labels: severity: warning - alert: DatabaseConnectionPoolExhausted expr: database_connection_pool_active / database_connection_pool_max > 0.9 for: 2m labels: severity: critical","breadcrumbs":"Platform Health » Prometheus Alert Rules","id":"1072","title":"Prometheus Alert Rules"},"1073":{"body":"Configure health check notifications: # /etc/provisioning/health.toml\\n[notifications]\\nenabled = true [notifications.email]\\nenabled = true\\nsmtp_server = \\"smtp.example.com\\"\\nfrom = \\"[health@provisioning.example.com](mailto:health@provisioning.example.com)\\"\\nto = [\\"[ops@example.com](mailto:ops@example.com)\\"] [notifications.slack]\\nenabled = true\\nwebhook_url = \\" [https://hooks.slack.com/services/...\\"](https://hooks.slack.com/services/...\\")\\nchannel = \\"#provisioning-health\\" [notifications.pagerduty]\\nenabled = true\\nservice_key = \\"...\\"","breadcrumbs":"Platform Health » Health Check Notifications","id":"1073","title":"Health Check Notifications"},"1074":{"body":"","breadcrumbs":"Platform Health » Dependency Health","id":"1074","title":"Dependency Health"},"1075":{"body":"Check health of dependencies: # Check cloud provider API\\nprovisioning health dependency upcloud # Check vault service\\nprovisioning health dependency vault # Check all dependencies\\nprovisioning health dependency --all Dependency health includes: API reachability Authentication validity API quota/rate limits Service degradation status","breadcrumbs":"Platform Health » External Service Health","id":"1075","title":"External Service Health"},"1076":{"body":"Monitor integrated services: # Kubernetes cluster health (if managing K8s)\\nprovisioning health kubernetes # Database replication health\\nprovisioning health database --replication # Secret store health\\nprovisioning health secrets","breadcrumbs":"Platform Health » Third-party Service Monitoring","id":"1076","title":"Third-party Service Monitoring"},"1077":{"body":"Key metrics tracked for health monitoring:","breadcrumbs":"Platform Health » Health Metrics","id":"1077","title":"Health Metrics"},"1078":{"body":"provisioning_service_up{service=\\"orchestrator\\"} 1\\nprovisioning_service_health_status{service=\\"orchestrator\\"} 1\\nprovisioning_service_uptime_seconds{service=\\"orchestrator\\"} 432000","breadcrumbs":"Platform Health » Service Metrics","id":"1078","title":"Service Metrics"},"1079":{"body":"provisioning_cpu_usage_percent 45\\nprovisioning_memory_usage_bytes 2.5e9\\nprovisioning_disk_usage_percent{mount=\\"/var/lib/provisioning\\"} 45\\nprovisioning_network_errors_total 0","breadcrumbs":"Platform Health » Resource Metrics","id":"1079","title":"Resource Metrics"},"108":{"body":"# Test SSH connectivity\\nprovisioning server ssh k8s-control-01 -- uname -a # Check all servers\\nprovisioning server list","breadcrumbs":"First Deployment » Verify Server Access","id":"108","title":"Verify Server Access"},"1080":{"body":"provisioning_api_latency_p50_ms 25\\nprovisioning_api_latency_p95_ms 85\\nprovisioning_api_latency_p99_ms 150\\nprovisioning_workflow_duration_seconds 45","breadcrumbs":"Platform Health » Performance Metrics","id":"1080","title":"Performance Metrics"},"1081":{"body":"Monitor all critical services continuously Set appropriate alert thresholds Test alert notifications regularly Maintain health check runbooks Review health metrics weekly Establish health baselines Automate remediation where possible Document health status definitions Integrate health checks with CI/CD Monitor upstream dependencies","breadcrumbs":"Platform Health » Health Best Practices","id":"1081","title":"Health Best Practices"},"1082":{"body":"When health check fails: # 1. Identify unhealthy component\\nprovisioning health check --detailed # 2. View component logs\\njournalctl -u provisioning-<component> -n 100 # 3. Check resource availability\\nprovisioning health resources # 4. Restart unhealthy service\\nsudo systemctl restart provisioning-<component> # 5. Verify recovery\\nprovisioning health check # 6. Review recent changes\\ngit log --since=\\"1 day ago\\" -- /etc/provisioning/","breadcrumbs":"Platform Health » Troubleshooting Unhealthy State","id":"1082","title":"Troubleshooting Unhealthy State"},"1083":{"body":"Service Management - Service lifecycle Monitoring - Comprehensive monitoring Troubleshooting - Issue resolution Deployment Modes - Installation modes","breadcrumbs":"Platform Health » Related Documentation","id":"1083","title":"Related Documentation"},"1084":{"body":"Enterprise-grade security infrastructure with 12 integrated components providing authentication, authorization, encryption, and compliance.","breadcrumbs":"Security Overview » Security System","id":"1084","title":"Security System"},"1085":{"body":"The Provisioning platform security system delivers comprehensive protection across all layers of the infrastructure automation platform. Built for enterprise deployments, it provides defense-in-depth through multiple security controls working together.","breadcrumbs":"Security Overview » Overview","id":"1085","title":"Overview"},"1086":{"body":"The security system is organized into 12 core components: Component Purpose Key Features Authentication User identity verification JWT tokens, session management, multi-provider auth Authorization Access control enforcement Cedar policy engine, RBAC, fine-grained permissions MFA Multi-factor authentication TOTP, WebAuthn/FIDO2, backup codes Audit Logging Comprehensive audit trails 7-year retention, 5 export formats, compliance reporting KMS Key management 5 KMS backends, envelope encryption, key rotation Secrets Management Secure secret storage SecretumVault integration, SOPS/Age, dynamic secrets Encryption Data protection At-rest and in-transit encryption, AES-256-GCM Secure Communication Network security TLS/mTLS, certificate management, secure channels Certificate Management PKI operations CA management, certificate issuance, rotation Compliance Regulatory adherence SOC2, GDPR, HIPAA, policy enforcement Security Testing Validation framework 350+ tests, vulnerability scanning, penetration testing Break-Glass Emergency access Multi-party approval, audit trails, time-limited access","breadcrumbs":"Security Overview » Security Architecture","id":"1086","title":"Security Architecture"},"1087":{"body":"","breadcrumbs":"Security Overview » Security Layers","id":"1087","title":"Security Layers"},"1088":{"body":"Authentication : Verify user identity with JWT tokens and Argon2id password hashing Authorization : Enforce access control with Cedar policies and RBAC MFA : Add second factor with TOTP or FIDO2 hardware keys","breadcrumbs":"Security Overview » Layer 1: Identity and Access","id":"1088","title":"Layer 1: Identity and Access"},"1089":{"body":"Encryption : Protect data at rest with AES-256-GCM and in transit with TLS 1.3 Secrets Management : Store secrets securely in SecretumVault with automatic rotation KMS : Manage encryption keys with envelope encryption across 5 backend options","breadcrumbs":"Security Overview » Layer 2: Data Protection","id":"1089","title":"Layer 2: Data Protection"},"109":{"body":"","breadcrumbs":"First Deployment » Part 5: Service Installation","id":"109","title":"Part 5: Service Installation"},"1090":{"body":"Secure Communication : Enforce TLS/mTLS for all service-to-service communication Certificate Management : Automate certificate lifecycle with cert-manager integration Network Policies : Control traffic flow with Kubernetes NetworkPolicies","breadcrumbs":"Security Overview » Layer 3: Network Security","id":"1090","title":"Layer 3: Network Security"},"1091":{"body":"Audit Logging : Record all security events with 7-year retention Compliance : Validate against SOC2, GDPR, and HIPAA frameworks Security Testing : Continuous validation with automated security test suite","breadcrumbs":"Security Overview » Layer 4: Compliance and Monitoring","id":"1091","title":"Layer 4: Compliance and Monitoring"},"1092":{"body":"Authentication Overhead : Less than 20ms per request with JWT verification Authorization Decision : Less than 10ms with Cedar policy evaluation Encryption Operations : Less than 5ms with KMS-backed envelope encryption Audit Logging : Asynchronous with zero blocking on critical path MFA Verification : Less than 100ms for TOTP, less than 500ms for WebAuthn","breadcrumbs":"Security Overview » Performance Characteristics","id":"1092","title":"Performance Characteristics"},"1093":{"body":"The security system adheres to industry standards and best practices: OWASP Top 10 : Protection against common web vulnerabilities NIST Cybersecurity Framework : Aligned with identify, protect, detect, respond, recover Zero Trust Architecture : Never trust, always verify principle Defense in Depth : Multiple layers of security controls Least Privilege : Minimal access rights for users and services Secure by Default : Security controls enabled out of the box","breadcrumbs":"Security Overview » Security Standards","id":"1093","title":"Security Standards"},"1094":{"body":"All security components work together as a cohesive system: ┌─────────────────────────────────────────────────────────────┐\\n│ User Request │\\n└──────────────────────┬──────────────────────────────────────┘ │ ▼\\n┌─────────────────────────────────────────────────────────────┐\\n│ Authentication (JWT + Session) │\\n│ ↓ │\\n│ Authorization (Cedar Policies) │\\n│ ↓ │\\n│ MFA Verification (if required) │\\n└──────────────────────┬──────────────────────────────────────┘ │ ▼\\n┌─────────────────────────────────────────────────────────────┐\\n│ Audit Logging (Record all actions) │\\n└──────────────────────┬──────────────────────────────────────┘ │ ▼\\n┌─────────────────────────────────────────────────────────────┐\\n│ Secure Communication (TLS/mTLS) │\\n│ ↓ │\\n│ Data Access (Encrypted with KMS) │\\n│ ↓ │\\n│ Secrets Retrieved (SecretumVault) │\\n└──────────────────────┬──────────────────────────────────────┘ │ ▼\\n┌─────────────────────────────────────────────────────────────┐\\n│ Compliance Validation (SOC2/GDPR checks) │\\n└──────────────────────┬──────────────────────────────────────┘ │ ▼\\n┌─────────────────────────────────────────────────────────────┐\\n│ Response │\\n└─────────────────────────────────────────────────────────────┘","breadcrumbs":"Security Overview » Component Integration","id":"1094","title":"Component Integration"},"1095":{"body":"Security settings are managed through hierarchical configuration: # Security defaults in config/security.toml\\n[security]\\nauth_enabled = true\\nmfa_required = true\\naudit_enabled = true\\nencryption_at_rest = true\\ntls_min_version = \\"1.3\\" [security.jwt]\\nalgorithm = \\"RS256\\"\\naccess_token_ttl = 900 # 15 minutes\\nrefresh_token_ttl = 604800 # 7 days [security.mfa]\\ntotp_enabled = true\\nwebauthn_enabled = true\\nbackup_codes_count = 10 [security.kms]\\nbackend = \\"secretumvault\\"\\nenvelope_encryption = true\\nkey_rotation_days = 90 [security.audit]\\nretention_days = 2555 # 7 years\\nexport_formats = [\\"json\\", \\"csv\\", \\"parquet\\", \\"sqlite\\", \\"syslog\\"] [security.compliance]\\nframeworks = [\\"soc2\\", \\"gdpr\\", \\"hipaa\\"]\\npolicy_enforcement = \\"strict\\"","breadcrumbs":"Security Overview » Security Configuration","id":"1095","title":"Security Configuration"},"1096":{"body":"Enable security system for your deployment: # Enable all security features\\nprovisioning config set security.enabled true # Configure authentication\\nprovisioning config set security.auth.jwt_algorithm RS256\\nprovisioning config set security.auth.mfa_required true # Set up SecretumVault integration\\nprovisioning config set security.secrets.backend secretumvault\\nprovisioning config set security.secrets.url [http://localhost:8200](http://localhost:8200) # Enable audit logging\\nprovisioning config set security.audit.enabled true\\nprovisioning config set security.audit.retention_days 2555 # Configure compliance framework\\nprovisioning config set security.compliance.frameworks soc2,gdpr # Verify security configuration\\nprovisioning security validate","breadcrumbs":"Security Overview » Quick Start","id":"1096","title":"Quick Start"},"1097":{"body":"This security documentation is organized into 12 detailed guides: Authentication - JWT token-based authentication and session management Authorization - Cedar policy engine and RBAC access control Multi-Factor Authentication - TOTP and WebAuthn/FIDO2 implementation Audit Logging - Comprehensive audit trails and compliance reporting Key Management Service - Encryption key management and rotation Secrets Management - SecretumVault and SOPS/Age integration Encryption - At-rest and in-transit data protection Secure Communication - TLS/mTLS and network security Certificate Management - PKI and certificate lifecycle Compliance - SOC2, GDPR, HIPAA frameworks Security Testing - Test suite and vulnerability scanning Break-Glass Procedures - Emergency access and recovery","breadcrumbs":"Security Overview » Documentation Structure","id":"1097","title":"Documentation Structure"},"1098":{"body":"The security system tracks key metrics for monitoring and reporting: Authentication Success Rate : Percentage of successful login attempts MFA Adoption Rate : Percentage of users with MFA enabled Policy Violations : Count of authorization denials Audit Event Rate : Events logged per second Secret Rotation Compliance : Percentage of secrets rotated within policy Certificate Expiration : Days until certificate expiration Compliance Score : Overall compliance posture percentage Security Test Pass Rate : Percentage of security tests passing","breadcrumbs":"Security Overview » Security Metrics","id":"1098","title":"Security Metrics"},"1099":{"body":"Follow these security best practices: Enable MFA for all users : Require second factor for all accounts Rotate secrets regularly : Automate secret rotation every 90 days Monitor audit logs : Review security events daily Test security controls : Run security test suite before deployments Keep certificates current : Automate certificate renewal 30 days before expiration Review policies regularly : Audit Cedar policies quarterly Limit break-glass access : Require multi-party approval for emergency access Encrypt all data : Enable encryption at rest and in transit Follow least privilege : Grant minimal required permissions Validate compliance : Run compliance checks before production deployments","breadcrumbs":"Security Overview » Best Practices","id":"1099","title":"Best Practices"},"11":{"body":"","breadcrumbs":"Getting Started » Quick Start Guides","id":"11","title":"Quick Start Guides"},"110":{"body":"# Install all task services (automatic dependency resolution)\\nprovisioning taskserv create kubernetes --infra k8s-cluster Installation flow (automatic): Resolving dependencies... containerd → etcd → kubernetes → cilium, rook-ceph Installing task services: 5 [1/5] Installing containerd... k8s-control-01: [████████████████████████] 100% k8s-worker-01: [████████████████████████] 100% k8s-worker-02: [████████████████████████] 100% [2/5] Installing etcd... k8s-control-01: [████████████████████████] 100% [3/5] Installing kubernetes... Control plane init: [████████████████████████] 100% Worker join: [████████████████████████] 100% Cluster ready: [████████████████████████] 100% [4/5] Installing cilium... CNI deployment: [████████████████████████] 100% Network policies: [████████████████████████] 100% [5/5] Installing rook-ceph... Operator: [████████████████████████] 100% Cluster: [████████████████████████] 100% Storage class: [████████████████████████] 100% All task services installed successfully","breadcrumbs":"First Deployment » Install Task Services","id":"110","title":"Install Task Services"},"1100":{"body":"For security issues and questions: Security Documentation : Complete guides in this security section CLI Help : provisioning security help Security Validation : provisioning security validate Audit Query : provisioning security audit query Compliance Check : provisioning security compliance check","breadcrumbs":"Security Overview » Getting Help","id":"1100","title":"Getting Help"},"1101":{"body":"The security system is continuously updated to address emerging threats and vulnerabilities. Subscribe to security advisories and apply updates promptly. Next Steps : Read Authentication Guide to set up user authentication Configure Authorization with Cedar policies Enable MFA for all user accounts Set up Audit Logging for compliance","breadcrumbs":"Security Overview » Security Updates","id":"1101","title":"Security Updates"},"1102":{"body":"JWT token-based authentication with session management, login flows, and multi-provider support.","breadcrumbs":"Authentication » Authentication","id":"1102","title":"Authentication"},"1103":{"body":"The authentication system verifies user identity through JWT (JSON Web Token) tokens with RS256 signatures and Argon2id password hashing. It provides secure session management, token refresh capabilities, and support for multiple authentication providers.","breadcrumbs":"Authentication » Overview","id":"1103","title":"Overview"},"1104":{"body":"","breadcrumbs":"Authentication » Architecture","id":"1104","title":"Architecture"},"1105":{"body":"┌──────────┐ ┌──────────────┐ ┌────────────┐\\n│ Client │ │ Auth Service│ │ Database │\\n└────┬─────┘ └──────┬───────┘ └─────┬──────┘ │ │ │ │ POST /auth/login │ │ │ {username, password} │ │ │────────────────────────────>│ │ │ │ │ │ │ Find user by username │ │ │─────────────────────────────>│ │ │<─────────────────────────────│ │ │ User record │ │ │ │ │ │ Verify password (Argon2id) │ │ │ │ │ │ Create session │ │ │─────────────────────────────>│ │ │<─────────────────────────────│ │ │ │ │ │ Generate JWT token pair │ │ │ │ │ {access_token, refresh} │ │ │<────────────────────────────│ │ │ │ │","breadcrumbs":"Authentication » Authentication Flow","id":"1105","title":"Authentication Flow"},"1106":{"body":"Component Purpose Technology AuthService Core authentication logic Rust service in control-center JwtService Token generation and verification RS256 algorithm with jsonwebtoken crate SessionManager Session lifecycle management Database-backed session storage PasswordHasher Password hashing and verification Argon2id with configurable parameters UserService User account management CRUD operations with role assignment","breadcrumbs":"Authentication » Components","id":"1106","title":"Components"},"1107":{"body":"","breadcrumbs":"Authentication » JWT Token Structure","id":"1107","title":"JWT Token Structure"},"1108":{"body":"Short-lived token for API authentication (default: 15 minutes). { \\"header\\": { \\"alg\\": \\"RS256\\", \\"typ\\": \\"JWT\\" }, \\"payload\\": { \\"sub\\": \\"550e8400-e29b-41d4-a716-446655440000\\", \\"email\\": \\"[user@example.com](mailto:user@example.com)\\", \\"username\\": \\"alice\\", \\"roles\\": [\\"user\\", \\"developer\\"], \\"session_id\\": \\"sess_abc123\\", \\"mfa_verified\\": true, \\"permissions_hash\\": \\"sha256:abc123...\\", \\"iat\\": 1704067200, \\"exp\\": 1704068100, \\"iss\\": \\"provisioning-platform\\", \\"aud\\": \\"api.provisioning.example.com\\" }\\n}","breadcrumbs":"Authentication » Access Token","id":"1108","title":"Access Token"},"1109":{"body":"Long-lived token for obtaining new access tokens (default: 7 days). { \\"header\\": { \\"alg\\": \\"RS256\\", \\"typ\\": \\"JWT\\" }, \\"payload\\": { \\"sub\\": \\"550e8400-e29b-41d4-a716-446655440000\\", \\"session_id\\": \\"sess_abc123\\", \\"token_type\\": \\"refresh\\", \\"iat\\": 1704067200, \\"exp\\": 1704672000, \\"iss\\": \\"provisioning-platform\\" }\\n}","breadcrumbs":"Authentication » Refresh Token","id":"1109","title":"Refresh Token"},"111":{"body":"# SSH to control plane\\nprovisioning server ssh k8s-control-01 # Check cluster status\\nkubectl get nodes\\nkubectl get pods --all-namespaces\\nkubectl get storageclass Expected output: NAME STATUS ROLES AGE VERSION\\nk8s-control-01 Ready control-plane 5m v1.28.0\\nk8s-worker-01 Ready <none> 4m v1.28.0\\nk8s-worker-02 Ready <none> 4m v1.28.0 NAMESPACE NAME READY STATUS\\nkube-system cilium-xxxxx 1/1 Running\\nkube-system cilium-operator-xxxxx 1/1 Running\\nkube-system etcd-k8s-control-01 1/1 Running\\nrook-ceph rook-ceph-operator-xxxxx 1/1 Running NAME PROVISIONER\\nceph-rbd rook-ceph.rbd.csi.ceph.com","breadcrumbs":"First Deployment » Verify Kubernetes Cluster","id":"111","title":"Verify Kubernetes Cluster"},"1110":{"body":"","breadcrumbs":"Authentication » Password Security","id":"1110","title":"Password Security"},"1111":{"body":"Password hashing uses Argon2id with security-hardened parameters: // Default Argon2id parameters\\nargon2::Params { m_cost: 65536, // 64 MB memory t_cost: 3, // 3 iterations p_cost: 4, // 4 parallelism output_len: 32 // 32 byte hash\\n}","breadcrumbs":"Authentication » Argon2id Configuration","id":"1111","title":"Argon2id Configuration"},"1112":{"body":"Default password policy enforces: Minimum 12 characters At least one uppercase letter At least one lowercase letter At least one digit At least one special character Not in common password list Not similar to username or email","breadcrumbs":"Authentication » Password Requirements","id":"1112","title":"Password Requirements"},"1113":{"body":"","breadcrumbs":"Authentication » Session Management","id":"1113","title":"Session Management"},"1114":{"body":"Creation : New session created on successful login Active : Session tracked with last activity timestamp Refresh : Session extended on token refresh Expiration : Session expires after inactivity timeout Revocation : Manual logout or security event terminates session","breadcrumbs":"Authentication » Session Lifecycle","id":"1114","title":"Session Lifecycle"},"1115":{"body":"Sessions stored in database with: pub struct Session { pub session_id: Uuid, pub user_id: Uuid, pub created_at: DateTime<Utc>, pub expires_at: DateTime<Utc>, pub last_activity: DateTime<Utc>, pub ip_address: Option<String>, pub user_agent: Option<String>, pub is_active: bool,\\n}","breadcrumbs":"Authentication » Session Storage","id":"1115","title":"Session Storage"},"1116":{"body":"Track multiple concurrent sessions per user: # List active sessions for user\\nprovisioning security sessions list --user alice # Revoke specific session\\nprovisioning security sessions revoke --session-id sess_abc123 # Revoke all sessions except current\\nprovisioning security sessions revoke-all --except-current","breadcrumbs":"Authentication » Session Tracking","id":"1116","title":"Session Tracking"},"1117":{"body":"","breadcrumbs":"Authentication » Login Flows","id":"1117","title":"Login Flows"},"1118":{"body":"Basic username/password authentication: # CLI login\\nprovisioning auth login --username alice --password <password> # API login\\ncurl -X POST [https://api.provisioning.example.com/auth/login](https://api.provisioning.example.com/auth/login) \\\\ -H \\"Content-Type: application/json\\" \\\\ -d \'{ \\"username_or_email\\": \\"alice\\", \\"password\\": \\"SecurePassword123!\\", \\"client_info\\": { \\"ip_address\\": \\"192.168.1.100\\", \\"user_agent\\": \\"provisioning-cli/1.0\\" } }\' Response: { \\"access_token\\": \\"eyJhbGciOiJSUzI1NiIsInR5cCI6IkpXVCJ9...\\", \\"refresh_token\\": \\"eyJhbGciOiJSUzI1NiIsInR5cCI6IkpXVCJ9...\\", \\"token_type\\": \\"Bearer\\", \\"expires_in\\": 900, \\"user\\": { \\"user_id\\": \\"550e8400-e29b-41d4-a716-446655440000\\", \\"username\\": \\"alice\\", \\"email\\": \\"[alice@example.com](mailto:alice@example.com)\\", \\"roles\\": [\\"user\\", \\"developer\\"] }\\n}","breadcrumbs":"Authentication » Standard Login","id":"1118","title":"Standard Login"},"1119":{"body":"Two-phase authentication with MFA: # Phase 1: Initial authentication\\nprovisioning auth login --username alice --password <password> # Response indicates MFA required\\n# {\\n# \\"mfa_required\\": true,\\n# \\"mfa_token\\": \\"temp_token_abc123\\",\\n# \\"available_methods\\": [\\"totp\\", \\"webauthn\\"]\\n# } # Phase 2: MFA verification\\nprovisioning auth mfa-verify --mfa-token temp_token_abc123 --code 123456","breadcrumbs":"Authentication » MFA Login","id":"1119","title":"MFA Login"},"112":{"body":"","breadcrumbs":"First Deployment » Part 6: Deployment Verification","id":"112","title":"Part 6: Deployment Verification"},"1120":{"body":"Single Sign-On with external providers: # Initiate SSO flow\\nprovisioning auth sso --provider okta # Or with SAML\\nprovisioning auth sso --provider azure-ad --protocol saml","breadcrumbs":"Authentication » SSO Login","id":"1120","title":"SSO Login"},"1121":{"body":"","breadcrumbs":"Authentication » Token Refresh","id":"1121","title":"Token Refresh"},"1122":{"body":"Client libraries automatically refresh tokens before expiration: // Automatic token refresh in Rust client\\nlet client = ProvisioningClient::new() .with_auto_refresh(true) .build()?; // Tokens refreshed transparently\\nclient.server().list().await?;","breadcrumbs":"Authentication » Automatic Refresh","id":"1122","title":"Automatic Refresh"},"1123":{"body":"Explicit token refresh when needed: # CLI token refresh\\nprovisioning auth refresh # API token refresh\\ncurl -X POST [https://api.provisioning.example.com/auth/refresh](https://api.provisioning.example.com/auth/refresh) \\\\ -H \\"Content-Type: application/json\\" \\\\ -d \'{ \\"refresh_token\\": \\"eyJhbGciOiJSUzI1NiIsInR5cCI6IkpXVCJ9...\\" }\' Response: { \\"access_token\\": \\"eyJhbGciOiJSUzI1NiIsInR5cCI6IkpXVCJ9...\\", \\"token_type\\": \\"Bearer\\", \\"expires_in\\": 900\\n}","breadcrumbs":"Authentication » Manual Refresh","id":"1123","title":"Manual Refresh"},"1124":{"body":"","breadcrumbs":"Authentication » Multi-Provider Authentication","id":"1124","title":"Multi-Provider Authentication"},"1125":{"body":"Provider Type Configuration Local Username/password Built-in user database LDAP Directory service Active Directory, OpenLDAP SAML SSO Okta, Azure AD, OneLogin OIDC OAuth2/OpenID Google, GitHub, Auth0 mTLS Certificate Client certificate authentication","breadcrumbs":"Authentication » Supported Providers","id":"1125","title":"Supported Providers"},"1126":{"body":"[auth.providers.ldap]\\nenabled = true\\nserver = \\"ldap://ldap.example.com\\"\\nbase_dn = \\"dc=example,dc=com\\"\\nbind_dn = \\"cn=admin,dc=example,dc=com\\"\\nuser_filter = \\"(uid={username})\\" [auth.providers.saml]\\nenabled = true\\nentity_id = \\" [https://provisioning.example.com\\"](https://provisioning.example.com\\")\\nsso_url = \\" [https://okta.example.com/sso/saml\\"](https://okta.example.com/sso/saml\\")\\ncertificate_path = \\"/etc/provisioning/saml-cert.pem\\" [auth.providers.oidc]\\nenabled = true\\nissuer = \\" [https://accounts.google.com\\"](https://accounts.google.com\\")\\nclient_id = \\"client_id_here\\"\\nclient_secret = \\"client_secret_here\\"\\nredirect_uri = \\" [https://provisioning.example.com/auth/callback\\"](https://provisioning.example.com/auth/callback\\")","breadcrumbs":"Authentication » Provider Configuration","id":"1126","title":"Provider Configuration"},"1127":{"body":"","breadcrumbs":"Authentication » Token Validation","id":"1127","title":"Token Validation"},"1128":{"body":"All API requests validate JWT tokens: // Middleware validates JWT on every request\\npub async fn jwt_auth_middleware( headers: HeaderMap, State(jwt_service): State<Arc<JwtService>>, mut request: Request, next: Next,\\n) -> Result<Response, AuthError> { // Extract token from Authorization header let token = extract_bearer_token(&headers)?; // Verify signature and claims let claims = jwt_service.verify_access_token(&token)?; // Check expiration if claims.exp < Utc::now().timestamp() { return Err(AuthError::TokenExpired); } // Inject user context into request request.extensions_mut().insert(claims); Ok(next.run(request).await)\\n}","breadcrumbs":"Authentication » JWT Verification","id":"1128","title":"JWT Verification"},"1129":{"body":"Revoke tokens on security events: # Revoke all tokens for user\\nprovisioning security tokens revoke-user --user alice # Revoke specific token\\nprovisioning security tokens revoke --token-id token_abc123 # Check token status\\nprovisioning security tokens status --token eyJhbGci...","breadcrumbs":"Authentication » Token Revocation","id":"1129","title":"Token Revocation"},"113":{"body":"# Platform-level health check\\nprovisioning cluster status k8s-cluster # Individual service health\\nprovisioning taskserv status kubernetes\\nprovisioning taskserv status cilium\\nprovisioning taskserv status rook-ceph","breadcrumbs":"First Deployment » Health Checks","id":"113","title":"Health Checks"},"1130":{"body":"","breadcrumbs":"Authentication » Security Hardening","id":"1130","title":"Security Hardening"},"1131":{"body":"Secure authentication settings: [security.auth]\\n# JWT settings\\njwt_algorithm = \\"RS256\\"\\njwt_issuer = \\"provisioning-platform\\"\\naccess_token_ttl = 900 # 15 minutes\\nrefresh_token_ttl = 604800 # 7 days\\ntoken_leeway = 30 # 30 seconds clock skew # Password policy\\npassword_min_length = 12\\npassword_require_uppercase = true\\npassword_require_lowercase = true\\npassword_require_digit = true\\npassword_require_special = true\\npassword_check_common = true # Session settings\\nsession_timeout = 1800 # 30 minutes inactivity\\nmax_sessions_per_user = 5\\nremember_me_duration = 2592000 # 30 days # Security controls\\nenforce_mfa = true\\nallow_password_reset = true\\nlockout_after_attempts = 5\\nlockout_duration = 900 # 15 minutes","breadcrumbs":"Authentication » Configuration","id":"1131","title":"Configuration"},"1132":{"body":"Use strong passwords : Enforce password policy with minimum 12 characters Enable MFA : Require second factor for all users Rotate keys regularly : Update JWT signing keys every 90 days Monitor failed attempts : Alert on suspicious login patterns Limit session duration : Use short access token TTL with refresh tokens Secure token storage : Store tokens securely, never in local storage Validate on every request : Always verify JWT signature and expiration Use HTTPS only : Never transmit tokens over unencrypted connections","breadcrumbs":"Authentication » Best Practices","id":"1132","title":"Best Practices"},"1133":{"body":"","breadcrumbs":"Authentication » CLI Integration","id":"1133","title":"CLI Integration"},"1134":{"body":"# Login with credentials\\nprovisioning auth login --username alice # Login with MFA\\nprovisioning auth login --username alice --mfa # Check authentication status\\nprovisioning auth status # Logout (revoke session)\\nprovisioning auth logout # List active sessions\\nprovisioning security sessions list # Refresh token\\nprovisioning auth refresh","breadcrumbs":"Authentication » Login and Session Management","id":"1134","title":"Login and Session Management"},"1135":{"body":"# Show current token\\nprovisioning auth token show # Validate token\\nprovisioning auth token validate # Decode token (without verification)\\nprovisioning auth token decode # Revoke token\\nprovisioning auth token revoke","breadcrumbs":"Authentication » Token Management","id":"1135","title":"Token Management"},"1136":{"body":"","breadcrumbs":"Authentication » API Reference","id":"1136","title":"API Reference"},"1137":{"body":"Endpoint Method Purpose /auth/login POST Authenticate with credentials /auth/refresh POST Refresh access token /auth/logout POST Revoke session and tokens /auth/verify POST Verify MFA code /auth/sessions GET List active sessions /auth/sessions/:id DELETE Revoke specific session /auth/password-reset POST Initiate password reset /auth/password-change POST Change password","breadcrumbs":"Authentication » Endpoints","id":"1137","title":"Endpoints"},"1138":{"body":"","breadcrumbs":"Authentication » Troubleshooting","id":"1138","title":"Troubleshooting"},"1139":{"body":"Token expired errors : # Refresh token\\nprovisioning auth refresh # Or re-login\\nprovisioning auth login Invalid signature : # Check JWT configuration\\nprovisioning config get security.auth.jwt_algorithm # Verify public key is correct\\nprovisioning security keys verify MFA verification failures : # Check time sync (TOTP requires accurate time)\\nntpdate -q pool.ntp.org # Re-sync MFA device\\nprovisioning auth mfa-setup --resync Session not found : # Clear local session and re-login\\nprovisioning auth logout\\nprovisioning auth login","breadcrumbs":"Authentication » Common Issues","id":"1139","title":"Common Issues"},"114":{"body":"# Deploy test application on K8s cluster\\ncat <<EOF | kubectl apply -f -\\napiVersion: v1\\nkind: PersistentVolumeClaim\\nmetadata: name: test-pvc\\nspec: storageClassName: ceph-rbd accessModes: - ReadWriteOnce resources: requests: storage: 1Gi\\n---\\napiVersion: apps/v1\\nkind: Deployment\\nmetadata: name: test-nginx\\nspec: replicas: 2 selector: matchLabels: app: nginx template: metadata: labels: app: nginx spec: containers: - name: nginx image: nginx:latest volumeMounts: - name: storage mountPath: /usr/share/nginx/html volumes: - name: storage persistentVolumeClaim: claimName: test-pvc\\nEOF # Verify deployment\\nkubectl get deployment test-nginx\\nkubectl get pods -l app=nginx\\nkubectl get pvc test-pvc","breadcrumbs":"First Deployment » Test Application Deployment","id":"114","title":"Test Application Deployment"},"1140":{"body":"","breadcrumbs":"Authentication » Monitoring","id":"1140","title":"Monitoring"},"1141":{"body":"Track authentication metrics: Login success rate Failed login attempts per user Average session duration Token refresh rate MFA verification success rate Active sessions count","breadcrumbs":"Authentication » Metrics","id":"1141","title":"Metrics"},"1142":{"body":"Configure alerts for security events: Multiple failed login attempts Login from new location Unusual authentication patterns Session hijacking attempts Token tampering detected Next Steps : Configure Authorization with Cedar policies Enable Multi-Factor Authentication Set up Audit Logging for authentication events","breadcrumbs":"Authentication » Alerts","id":"1142","title":"Alerts"},"1143":{"body":"","breadcrumbs":"Authorization » Authorization","id":"1143","title":"Authorization"},"1144":{"body":"","breadcrumbs":"Multi-Factor Authentication » Multi-Factor Authentication","id":"1144","title":"Multi-Factor Authentication"},"1145":{"body":"","breadcrumbs":"Audit Logging » Audit Logging","id":"1145","title":"Audit Logging"},"1146":{"body":"","breadcrumbs":"KMS Guide » KMS Guide","id":"1146","title":"KMS Guide"},"1147":{"body":"","breadcrumbs":"Secrets Management » Secrets Management","id":"1147","title":"Secrets Management"},"1148":{"body":"SecretumVault is a post-quantum cryptography (PQC) secure vault system integrated with Provisioning\'s vault-service. It provides quantum-resistant encryption for sensitive credentials and infrastructure secrets.","breadcrumbs":"SecretumVault Guide » SecretumVault Integration Guide","id":"1148","title":"SecretumVault Integration Guide"},"1149":{"body":"SecretumVault combines: Post-Quantum Cryptography : Algorithms resistant to quantum computer attacks Hardware Acceleration : Optional FPGA acceleration for performance Distributed Architecture : Multi-node secure storage Compliance : FIPS 140-3 ready, NIST standards","breadcrumbs":"SecretumVault Guide » Overview","id":"1149","title":"Overview"},"115":{"body":"# Verify Cilium network policies work\\nkubectl exec -it <pod-name> -- curl [http://test-nginx](http://test-nginx)","breadcrumbs":"First Deployment » Network Policy Test","id":"115","title":"Network Policy Test"},"1150":{"body":"","breadcrumbs":"SecretumVault Guide » Architecture","id":"1150","title":"Architecture"},"1151":{"body":"Provisioning ├─ CLI (Nushell) │ └─ nu_plugin_secretumvault │ ├─ vault-service (Rust) │ ├─ secretumvault backend │ ├─ rustyvault compatibility │ └─ SOPS + Age integration │ └─ Control Center └─ Secret management UI","breadcrumbs":"SecretumVault Guide » Integration Points","id":"1151","title":"Integration Points"},"1152":{"body":"User Secret ↓\\nKDF (Key Derivation Function) ├─ Argon2id (password-based) └─ HKDF (key-based) ↓\\nPQC Encryption Layer ├─ CRYSTALS-Kyber (key encapsulation) ├─ Falcon (signature) ├─ SPHINCS+ (backup signature) └─ Hybrid: PQC + Classical (AES-256) ↓\\nAuthenticated Encryption ├─ ChaCha20-Poly1305 └─ AES-256-GCM ↓\\nSecure Storage ├─ Local vault ├─ SurrealDB └─ Hardware module (optional)","breadcrumbs":"SecretumVault Guide » Cryptographic Stack","id":"1152","title":"Cryptographic Stack"},"1153":{"body":"","breadcrumbs":"SecretumVault Guide » Installation","id":"1153","title":"Installation"},"1154":{"body":"# Install via provisioning\\nprovisioning install secretumvault # Or manual installation\\ncd /Users/Akasha/Development/secretumvault\\ncargo install --path . # Verify installation\\nsecretumvault --version","breadcrumbs":"SecretumVault Guide » Install SecretumVault","id":"1154","title":"Install SecretumVault"},"1155":{"body":"# Install plugin\\nprovisioning install nu-plugin-secretumvault # Reload Nushell\\nnu -c \\"plugin add nu_plugin_secretumvault\\" # Verify\\nnu -c \\"secretumvault-plugin version\\"","breadcrumbs":"SecretumVault Guide » Install Nushell Plugin","id":"1155","title":"Install Nushell Plugin"},"1156":{"body":"","breadcrumbs":"SecretumVault Guide » Configuration","id":"1156","title":"Configuration"},"1157":{"body":"# Set vault location\\nexport SECRETUMVAULT_HOME=~/.secretumvault # Set encryption algorithm\\nexport SECRETUMVAULT_CIPHER=kyber-aes # kyber-aes, falcon-aes, hybrid # Set key derivation\\nexport SECRETUMVAULT_KDF=argon2id # argon2id, pbkdf2 # Enable hardware acceleration (optional)\\nexport SECRETUMVAULT_HW_ACCEL=enabled","breadcrumbs":"SecretumVault Guide » Environment Setup","id":"1157","title":"Environment Setup"},"1158":{"body":"# ~/.secretumvault/config.yaml\\nvault: storage_backend: surrealdb # local, surrealdb, redis encryption_cipher: kyber-aes # kyber-aes, falcon-aes, hybrid key_derivation: argon2id # argon2id, pbkdf2 # Argon2id parameters (password strength) kdf: memory: 65536 # KB iterations: 3 parallelism: 4 # Encryption parameters encryption: key_length: 256 # bits nonce_length: 12 # bytes auth_tag_length: 16 # bytes # Database backend (if using SurrealDB)\\ndatabase: url: \\"surrealdb://localhost:8000\\" namespace: \\"provisioning\\" database: \\"secrets\\" # Hardware acceleration (optional)\\nhardware: use_fpga: false fpga_device: \\"/dev/fpga0\\" # Backup configuration\\nbackup: enabled: true interval: 24 # hours retention: 30 # days encrypt_backup: true backup_path: ~/.secretumvault/backups # Access logging\\naudit: enabled: true log_file: ~/.secretumvault/audit.log log_level: info rotate_logs: true retention_days: 365 # Master key management\\nmaster_key: protection: none # none, tpm, hsm, hardware-module rotation_enabled: true rotation_interval: 90 # days","breadcrumbs":"SecretumVault Guide » Configuration File","id":"1158","title":"Configuration File"},"1159":{"body":"","breadcrumbs":"SecretumVault Guide » Usage","id":"1159","title":"Usage"},"116":{"body":"","breadcrumbs":"First Deployment » Part 7: State Management","id":"116","title":"Part 7: State Management"},"1160":{"body":"# Create master key\\nsecretumvault init # Add secret\\nsecretumvault secret add \\\\ --name database-password \\\\ --value \\"supersecret\\" \\\\ --metadata \\"type=database,app=api\\" # Retrieve secret\\nsecretumvault secret get database-password # List secrets\\nsecretumvault secret list # Delete secret\\nsecretumvault secret delete database-password # Rotate key\\nsecretumvault key rotate # Backup vault\\nsecretumvault backup create --output vault-backup.enc # Restore vault\\nsecretumvault backup restore vault-backup.enc","breadcrumbs":"SecretumVault Guide » Command Line Interface","id":"1160","title":"Command Line Interface"},"1161":{"body":"# Load SecretumVault plugin\\nplugin add nu_plugin_secretumvault # Add secret from Nushell\\nlet password = \\"mypassword\\"\\nsecretumvault-plugin store \\"app-secret\\" $password # Retrieve secret\\nlet db_pass = (secretumvault-plugin retrieve \\"database-password\\") # List all secrets\\nsecretumvault-plugin list # Delete secret\\nsecretumvault-plugin delete \\"old-secret\\" # Rotate key\\nsecretumvault-plugin rotate-key","breadcrumbs":"SecretumVault Guide » Nushell Integration","id":"1161","title":"Nushell Integration"},"1162":{"body":"# Configure vault-service to use SecretumVault\\nprovisioning config set security.vault.backend secretumvault # Enable in form prefill\\nprovisioning setup profile --use-secretumvault # Manage secrets via CLI\\nprovisioning vault add \\\\ --name aws-access-key \\\\ --value \\"AKIAIOSFODNN7EXAMPLE\\" \\\\ --metadata \\"provider=aws,env=production\\" # Use secret in infrastructure\\nprovisioning ai \\"Create AWS resources using secret aws-access-key\\"","breadcrumbs":"SecretumVault Guide » Provisioning Integration","id":"1162","title":"Provisioning Integration"},"1163":{"body":"","breadcrumbs":"SecretumVault Guide » Post-Quantum Cryptography","id":"1163","title":"Post-Quantum Cryptography"},"1164":{"body":"Algorithm Type NIST Status Performance CRYSTALS-Kyber KEM Finalist Fast Falcon Signature Finalist Medium SPHINCS+ Hash-based Signature Finalist Slower AES-256 Hybrid (Classical) Standard Very fast ChaCha20 Stream Cipher Alternative Fast","breadcrumbs":"SecretumVault Guide » Algorithms Supported","id":"1164","title":"Algorithms Supported"},"1165":{"body":"SecretumVault uses hybrid encryption by default: Secret Input ↓\\nKey Material: Classical (AES-256) + PQC (Kyber) ├─ Generate AES key ├─ Generate Kyber keypair └─ Encapsulate using Kyber ↓\\nEncrypt with both algorithms ├─ AES-256-GCM encryption └─ Kyber encapsulation (public key cryptography) ↓\\nBoth keys required to decrypt ├─ If quantum computer breaks Kyber → AES still secure └─ If breakthrough in AES → Kyber still secure ↓\\nEncrypted Secret Stored Advantages : Protection against quantum computers (PQC) Protection against classical attacks (AES-256) Compatible with both current and future threats No single point of failure","breadcrumbs":"SecretumVault Guide » Hybrid Mode (Recommended)","id":"1165","title":"Hybrid Mode (Recommended)"},"1166":{"body":"# Manual key rotation\\nsecretumvault key rotate --algorithm kyber-aes # Scheduled rotation (every 90 days)\\nsecretumvault key rotate --schedule 90d # Emergency rotation\\nsecretumvault key rotate --emergency --force","breadcrumbs":"SecretumVault Guide » Key Rotation Strategy","id":"1166","title":"Key Rotation Strategy"},"1167":{"body":"","breadcrumbs":"SecretumVault Guide » Security Features","id":"1167","title":"Security Features"},"1168":{"body":"# Master key authentication\\nsecretumvault auth login # MFA for sensitive operations\\nsecretumvault auth mfa enable --method totp # Biometric unlock (supported platforms)\\nsecretumvault auth enable-biometric","breadcrumbs":"SecretumVault Guide » Authentication","id":"1168","title":"Authentication"},"1169":{"body":"# Set vault permissions\\nsecretumvault acl set database-password \\\\ --read \\"api-service,backup-service\\" \\\\ --write \\"admin\\" \\\\ --delete \\"admin\\" # View access logs\\nsecretumvault audit log --secret database-password","breadcrumbs":"SecretumVault Guide » Access Control","id":"1169","title":"Access Control"},"117":{"body":"# Show current workspace state\\nprovisioning workspace info # List all resources\\nprovisioning server list\\nprovisioning taskserv list # Export state for backup\\nprovisioning workspace export > k8s-cluster-state.json","breadcrumbs":"First Deployment » View State","id":"117","title":"View State"},"1170":{"body":"Every operation is logged: # View audit log\\nsecretumvault audit log --since 24h # Export audit log\\nsecretumvault audit export --format json > audit.json # Monitor real-time\\nsecretumvault audit monitor Sample Log Entry : { \\"timestamp\\": \\"2026-01-16T01:47:00Z\\", \\"operation\\": \\"secret_retrieve\\", \\"secret\\": \\"database-password\\", \\"user\\": \\"api-service\\", \\"status\\": \\"success\\", \\"ip_address\\": \\"127.0.0.1\\", \\"device_id\\": \\"device-123\\"\\n}","breadcrumbs":"SecretumVault Guide » Audit Logging","id":"1170","title":"Audit Logging"},"1171":{"body":"","breadcrumbs":"SecretumVault Guide » Disaster Recovery","id":"1171","title":"Disaster Recovery"},"1172":{"body":"# Create encrypted backup\\nsecretumvault backup create \\\\ --output /secure/vault-backup.enc \\\\ --compression gzip # Verify backup integrity\\nsecretumvault backup verify /secure/vault-backup.enc # Restore from backup\\nsecretumvault backup restore \\\\ --input /secure/vault-backup.enc \\\\ --verify-checksum","breadcrumbs":"SecretumVault Guide » Backup Procedures","id":"1172","title":"Backup Procedures"},"1173":{"body":"# Generate recovery key (for emergencies)\\nsecretumvault recovery-key generate \\\\ --threshold 3 \\\\ --shares 5 # Share recovery shards\\n# Share with 5 trusted people, need 3 to recover # Recover using shards\\nsecretumvault recovery-key restore \\\\ --shard1 /secure/shard1.key \\\\ --shard2 /secure/shard2.key \\\\ --shard3 /secure/shard3.key","breadcrumbs":"SecretumVault Guide » Recovery Key","id":"1173","title":"Recovery Key"},"1174":{"body":"","breadcrumbs":"SecretumVault Guide » Performance","id":"1174","title":"Performance"},"1175":{"body":"Operation Time Algorithm Store secret 50-100ms Kyber-AES Retrieve secret 30-50ms Kyber-AES Key rotation 200-500ms Kyber-AES Backup 1000 secrets 2-3 seconds Kyber-AES Restore from backup 3-5 seconds Kyber-AES","breadcrumbs":"SecretumVault Guide » Benchmark Results","id":"1175","title":"Benchmark Results"},"1176":{"body":"With FPGA acceleration: Operation Native FPGA Speedup Store secret 75ms 15ms 5x Key rotation 350ms 50ms 7x Backup 1000 2.5s 0.4s 6x","breadcrumbs":"SecretumVault Guide » Hardware Acceleration","id":"1176","title":"Hardware Acceleration"},"1177":{"body":"","breadcrumbs":"SecretumVault Guide » Troubleshooting","id":"1177","title":"Troubleshooting"},"1178":{"body":"# Check permissions\\nls -la ~/.secretumvault # Clear corrupted state\\nrm ~/.secretumvault/state.lock # Reinitialize\\nsecretumvault init --force","breadcrumbs":"SecretumVault Guide » Cannot Initialize Vault","id":"1178","title":"Cannot Initialize Vault"},"1179":{"body":"# Check algorithm\\nsecretumvault config get encryption.cipher # Switch to faster algorithm\\nexport SECRETUMVAULT_CIPHER=kyber-aes # Enable hardware acceleration\\nexport SECRETUMVAULT_HW_ACCEL=enabled","breadcrumbs":"SecretumVault Guide » Slow Performance","id":"1179","title":"Slow Performance"},"118":{"body":"# Backup workspace configuration\\ntar -czf k8s-cluster-backup.tar.gz infra/ config/ runtime/ # Store securely (encrypted)\\nsops -e k8s-cluster-backup.tar.gz > k8s-cluster-backup.tar.gz.enc","breadcrumbs":"First Deployment » Configuration Backup","id":"118","title":"Configuration Backup"},"1180":{"body":"# Use recovery key (if available)\\nsecretumvault recovery-key restore \\\\ --shard1 ... --shard2 ... --shard3 ... # If no recovery key exists, vault is unrecoverable\\n# Use recent backup instead\\nsecretumvault backup restore vault-backup.enc","breadcrumbs":"SecretumVault Guide » Master Key Lost","id":"1180","title":"Master Key Lost"},"1181":{"body":"","breadcrumbs":"SecretumVault Guide » Compliance & Standards","id":"1181","title":"Compliance & Standards"},"1182":{"body":"✅ NIST PQC Standards : CRYSTALS-Kyber, Falcon, SPHINCS+ ✅ FIPS 140-3 Ready : Cryptographic module certification path ✅ NIST SP 800-175B : Post-quantum cryptography guidance ✅ EU Cyber Resilience Act : PQC readiness","breadcrumbs":"SecretumVault Guide » Certifications","id":"1182","title":"Certifications"},"1183":{"body":"SecretumVault is subject to cryptography export controls in some jurisdictions. Ensure compliance with local regulations.","breadcrumbs":"SecretumVault Guide » Export Controls","id":"1183","title":"Export Controls"},"1184":{"body":"Security Overview - Security architecture Encryption Guide - Encryption strategies Secrets Management - Secret handling Vault Service - Microservice architecture KMS Guide - Key management system","breadcrumbs":"SecretumVault Guide » Related Documentation","id":"1184","title":"Related Documentation"},"1185":{"body":"","breadcrumbs":"Encryption » Encryption","id":"1185","title":"Encryption"},"1186":{"body":"","breadcrumbs":"Secure Communication » Secure Communication","id":"1186","title":"Secure Communication"},"1187":{"body":"","breadcrumbs":"Certificate Management » Certificate Management","id":"1187","title":"Certificate Management"},"1188":{"body":"","breadcrumbs":"Compliance » Compliance","id":"1188","title":"Compliance"},"1189":{"body":"","breadcrumbs":"Security Testing » Security Testing","id":"1189","title":"Security Testing"},"119":{"body":"This deployment demonstrated: Workspace creation and configuration Nickel schema structure for infrastructure-as-code Type-safe configuration validation Automatic dependency resolution Multi-server provisioning Task service installation with health checks Kubernetes cluster deployment Storage and networking configuration Verification and testing workflows State management and backup","breadcrumbs":"First Deployment » What You\'ve Learned","id":"119","title":"What You\'ve Learned"},"1190":{"body":"Comprehensive guides for developers building extensions, custom providers, plugins, and integrations on the Provisioning platform.","breadcrumbs":"Development Overview » Development","id":"1190","title":"Development"},"1191":{"body":"Provisioning is designed to be extended and customized for specific infrastructure needs. This section provides everything needed to: Build custom cloud providers interfacing with any infrastructure platform via the Provider SDK Create custom detectors for domain-specific infrastructure analysis and anomaly detection Develop task services for specialized infrastructure operations beyond built-in services Write Nushell plugins for high-performance scripting extensions Integrate external systems via REST APIs and the MCP (Model Context Protocol) Understand platform internals for daemon architecture, caching, and performance optimization The platform uses modern Rust with async/await, Nushell for scripting, and Nickel for configuration - all with production-ready code examples.","breadcrumbs":"Development Overview » Overview","id":"1191","title":"Overview"},"1192":{"body":"","breadcrumbs":"Development Overview » Development Guides","id":"1192","title":"Development Guides"},"1193":{"body":"Extension Development - Framework for extensions (providers, task services, plugins, clusters) with type-safety Custom Provider Development - Build cloud providers with async Rust, credentials, state, error recovery, testing Custom Task Services - Specialized service development for infrastructure operations Custom Detector Development - Cost, compliance, performance, security risk detection Plugin Development - Nushell plugins for high-performance scripting with FFI bindings","breadcrumbs":"Development Overview » Extension Development","id":"1193","title":"Extension Development"},"1194":{"body":"Provisioning Daemon Internals - TCP server, connection pooling, caching, metrics, shutdown, 50x speedup","breadcrumbs":"Development Overview » Platform Internals","id":"1194","title":"Platform Internals"},"1195":{"body":"API Guide - REST API integration with authentication, pagination, error handling, rate limiting Build System - Cargo configuration, feature flags, dependencies, cross-platform compilation Testing - Unit, integration, property-based testing, benchmarking, CI/CD patterns","breadcrumbs":"Development Overview » Integration and APIs","id":"1195","title":"Integration and APIs"},"1196":{"body":"Contributing - Guidelines, standards, review process, licensing","breadcrumbs":"Development Overview » Community","id":"1196","title":"Community"},"1197":{"body":"","breadcrumbs":"Development Overview » Quick Start Paths","id":"1197","title":"Quick Start Paths"},"1198":{"body":"Start with Custom Provider Development - includes template, credential patterns, error handling, tests, and publishing workflow.","breadcrumbs":"Development Overview » I want to build a custom provider","id":"1198","title":"I want to build a custom provider"},"1199":{"body":"See Custom Detector Development - covers analysis frameworks, state tracking, testing, and marketplace distribution.","breadcrumbs":"Development Overview » I want to create custom detectors","id":"1199","title":"I want to create custom detectors"},"12":{"body":"Prerequisites - System requirements (Nushell 0.109.1+, Docker/Podman optional), cloud account setup, tool installation. Installation - Step-by-step installation: binary download, container, or source build with platform verification. Quick Start - 5-minute guide: install → configure → deploy infrastructure (requires 5 minutes and your AWS/UpCloud credentials). First Deployment - Deploy your first infrastructure: create workspace, configure provider, deploy resources, verify success. Verification - Validate installation: check system health, test CLI commands, verify cloud integration, confirm resource creation.","breadcrumbs":"Getting Started » Starting from Scratch","id":"12","title":"Starting from Scratch"},"120":{"body":"Verification - Comprehensive platform health checks Workspace Management - Advanced workspace patterns Batch Workflows - Multi-cloud orchestration Security System - Secure your infrastructure","breadcrumbs":"First Deployment » Next Steps","id":"120","title":"Next Steps"},"1200":{"body":"Read Plugin Development - FFI bindings, type safety, performance optimization, and integration patterns.","breadcrumbs":"Development Overview » I want to extend with Nushell","id":"1200","title":"I want to extend with Nushell"},"1201":{"body":"Study Provisioning Daemon Internals - architecture, caching strategy, connection pooling, metrics collection.","breadcrumbs":"Development Overview » I want to understand system performance","id":"1201","title":"I want to understand system performance"},"1202":{"body":"Check API Guide - REST endpoints, authentication, webhooks, and integration patterns.","breadcrumbs":"Development Overview » I want to integrate external systems","id":"1202","title":"I want to integrate external systems"},"1203":{"body":"Language : Rust (async/await with Tokio), Nushell (scripting) Configuration : Nickel (type-safe) + TOML (generated) Testing : Unit tests, integration tests, property-based tests Performance : Prometheus metrics, connection pooling, LRU caching Security : Post-quantum cryptography, type-safety, secure defaults","breadcrumbs":"Development Overview » Technology Stack","id":"1203","title":"Technology Stack"},"1204":{"body":"All development builds with: cargo build --release\\ncargo test --all\\ncargo clippy -- -D warnings","breadcrumbs":"Development Overview » Development Environment","id":"1204","title":"Development Environment"},"1205":{"body":"For architecture insights → See provisioning/docs/src/architecture/ For API details → See provisioning/docs/src/api-reference/ For examples → See provisioning/docs/src/examples/ For deployment → See provisioning/docs/src/operations/","breadcrumbs":"Development Overview » Navigation","id":"1205","title":"Navigation"},"1206":{"body":"Creating custom extensions to add providers, task services, and clusters to the Provisioning platform.","breadcrumbs":"Extension Development » Extension Development","id":"1206","title":"Extension Development"},"1207":{"body":"Extensions are modular components that extend platform capabilities: Extension Type Purpose Implementation Complexity Providers Cloud infrastructure backends Nushell scripts + Nickel schemas Moderate Task Services Infrastructure components Nushell installation scripts Simple Clusters Complete deployments Nickel schemas + orchestration Moderate Workflows Automation templates Nickel workflow definitions Simple","breadcrumbs":"Extension Development » Extension Overview","id":"1207","title":"Extension Overview"},"1208":{"body":"Standard extension directory layout: provisioning/extensions/<type>/<name>/\\n├── nickel/\\n│ ├── schema.ncl # Nickel type definitions\\n│ ├── defaults.ncl # Default configuration\\n│ └── validation.ncl # Validation rules\\n├── scripts/\\n│ ├── install.nu # Installation script\\n│ ├── uninstall.nu # Removal script\\n│ └── validate.nu # Validation script\\n├── templates/\\n│ └── config.template # Configuration templates\\n├── tests/\\n│ └── test_*.nu # Test scripts\\n├── docs/\\n│ └── README.md # Documentation\\n└── metadata.toml # Extension metadata","breadcrumbs":"Extension Development » Extension Structure","id":"1208","title":"Extension Structure"},"1209":{"body":"Every extension requires metadata.toml: # metadata.toml\\n[extension]\\nname = \\"my-provider\\"\\ntype = \\"provider\\"\\nversion = \\"1.0.0\\"\\ndescription = \\"Custom cloud provider\\"\\nauthor = \\"Your Name <[email@example.com](mailto:email@example.com)>\\"\\nlicense = \\"MIT\\" [dependencies]\\nnushell = \\">=0.109.0\\"\\nnickel = \\">=1.15.1\\" [dependencies.extensions]\\n# Other extensions this depends on\\nbase-provider = \\"1.0.0\\" [capabilities]\\ncreate_server = true\\ndelete_server = true\\ncreate_network = true [configuration]\\nrequired_fields = [\\"api_key\\", \\"region\\"]\\noptional_fields = [\\"timeout\\", \\"retry_attempts\\"]","breadcrumbs":"Extension Development » Extension Metadata","id":"1209","title":"Extension Metadata"},"121":{"body":"Validate the Provisioning platform installation and infrastructure health.","breadcrumbs":"Verification » Verification","id":"121","title":"Verification"},"1210":{"body":"Providers implement cloud infrastructure backends.","breadcrumbs":"Extension Development » Creating a Provider Extension","id":"1210","title":"Creating a Provider Extension"},"1211":{"body":"provisioning/extensions/providers/my-provider/\\n├── nickel/\\n│ ├── schema.ncl\\n│ ├── server.ncl\\n│ └── network.ncl\\n├── scripts/\\n│ ├── create_server.nu\\n│ ├── delete_server.nu\\n│ ├── list_servers.nu\\n│ └── validate.nu\\n├── templates/\\n│ └── server.template\\n├── tests/\\n│ └── test_provider.nu\\n└── metadata.toml","breadcrumbs":"Extension Development » Provider Structure","id":"1211","title":"Provider Structure"},"1212":{"body":"# nickel/schema.ncl\\n{ Provider = { name | String, api_key | String, region | String, timeout | default = 30 | Number, server_config = { default_plan | default = \\"medium\\" | String, allowed_plans | Array String, }, }, Server = { name | String, plan | String, zone | String, hostname | String, tags | default = [] | Array String, },\\n}","breadcrumbs":"Extension Development » Provider Schema (Nickel)","id":"1212","title":"Provider Schema (Nickel)"},"1213":{"body":"# scripts/create_server.nu\\n#!/usr/bin/env nu # Create server using provider API\\nexport def main [ config: record # Provider configuration server: record # Server specification\\n] { # Validate configuration validate-config $config # Construct API request let request = { name: $server.name plan: $server.plan zone: $server.zone } # Call provider API let response = http post $\\"($config.api_endpoint)/servers\\" { headers: { Authorization: $\\"Bearer ($config.api_key)\\" } body: ($request | to json) } # Return server details $response | from json\\n} # Validate provider configuration\\ndef validate-config [config: record] { if ($config.api_key | is-empty) { error make {msg: \\"api_key is required\\"} } if ($config.region | is-empty) { error make {msg: \\"region is required\\"} }\\n}","breadcrumbs":"Extension Development » Provider Implementation (Nushell)","id":"1213","title":"Provider Implementation (Nushell)"},"1214":{"body":"All providers must implement: # Required operations\\ncreate_server # Create new server\\ndelete_server # Delete existing server\\nget_server # Get server details\\nlist_servers # List all servers\\nserver_status # Check server status # Optional operations\\ncreate_network # Create network\\ndelete_network # Delete network\\nattach_storage # Attach storage volume\\ncreate_snapshot # Create server snapshot","breadcrumbs":"Extension Development » Provider Interface Contract","id":"1214","title":"Provider Interface Contract"},"1215":{"body":"Task services are installable infrastructure components.","breadcrumbs":"Extension Development » Creating a Task Service Extension","id":"1215","title":"Creating a Task Service Extension"},"1216":{"body":"provisioning/extensions/taskservs/my-service/\\n├── nickel/\\n│ ├── schema.ncl\\n│ └── defaults.ncl\\n├── scripts/\\n│ ├── install.nu\\n│ ├── uninstall.nu\\n│ ├── health.nu\\n│ └── validate.nu\\n├── templates/\\n│ ├── config.yaml.template\\n│ └── systemd.service.template\\n├── tests/\\n│ └── test_service.nu\\n├── docs/\\n│ └── README.md\\n└── metadata.toml","breadcrumbs":"Extension Development » Task Service Structure","id":"1216","title":"Task Service Structure"},"1217":{"body":"# metadata.toml\\n[extension]\\nname = \\"my-service\\"\\ntype = \\"taskserv\\"\\nversion = \\"2.1.0\\"\\ndescription = \\"Custom infrastructure service\\" [dependencies.taskservs]\\n# Task services this depends on\\ncontainerd = \\">=1.7.0\\"\\nkubernetes = \\">=1.28.0\\" [installation]\\nrequires_root = true\\nplatforms = [\\"linux\\"]\\narchitectures = [\\"x86_64\\", \\"aarch64\\"] [health_check]\\nenabled = true\\nendpoint = \\" [http://localhost:8000/health\\"](http://localhost:8000/health\\")\\ninterval = 30\\ntimeout = 5","breadcrumbs":"Extension Development » Task Service Metadata","id":"1217","title":"Task Service Metadata"},"1218":{"body":"# scripts/install.nu\\n#!/usr/bin/env nu export def main [ config: record # Service configuration server: record # Target server details\\n] { print \\"Installing my-service...\\" # Download binaries let version = $config.version? | default \\"latest\\" download-binary $version # Install systemd service install-systemd-service $config # Configure service generate-config $config # Start service start-service # Verify installation verify-installation print \\"Installation complete\\"\\n} def download-binary [version: string] { let url = $\\" [https://github.com/org/my-service/releases/download/($versio](https://github.com/org/my-service/releases/download/($versio)n)/my-service\\" http get $url | save /usr/local/bin/my-service chmod +x /usr/local/bin/my-service\\n} def install-systemd-service [config: record] { let template = open ../templates/systemd.service.template let rendered = $template | str replace --all \\"{{VERSION}}\\" $config.version $rendered | save /etc/systemd/system/my-service.service systemctl daemon-reload\\n} def start-service [] { systemctl enable my-service systemctl start my-service\\n} def verify-installation [] { let status = systemctl is-active my-service if $status != \\"active\\" { error make {msg: \\"Service failed to start\\"} } # Health check sleep 5sec let health = http get [http://localhost:8000/health](http://localhost:8000/health) if $health.status != \\"healthy\\" { error make {msg: \\"Health check failed\\"} }\\n}","breadcrumbs":"Extension Development » Task Service Installation Script","id":"1218","title":"Task Service Installation Script"},"1219":{"body":"Clusters combine servers and task services into complete deployments.","breadcrumbs":"Extension Development » Creating a Cluster Extension","id":"1219","title":"Creating a Cluster Extension"},"122":{"body":"","breadcrumbs":"Verification » Installation Verification","id":"122","title":"Installation Verification"},"1220":{"body":"# nickel/schema.ncl\\n{ Cluster = { metadata = { name | String, provider | String, environment | default = \\"production\\" | String, }, infrastructure = { servers | Array { name | String, role | | [ \\"control\\", \\"worker\\", \\"storage\\" | ], plan | String, }, }, services = { taskservs | Array String, order | default = [] | Array String, }, networking = { private_network | default = true | Bool, cidr | default = \\"10.0.0.0/16\\" | String, }, },\\n}","breadcrumbs":"Extension Development » Cluster Schema","id":"1220","title":"Cluster Schema"},"1221":{"body":"# clusters/kubernetes-ha.ncl\\n{ metadata.name = \\"k8s-ha-cluster\\", metadata.provider = \\"upcloud\\", infrastructure.servers = [ {name = \\"control-01\\", role = \\"control\\", plan = \\"large\\"}, {name = \\"control-02\\", role = \\"control\\", plan = \\"large\\"}, {name = \\"control-03\\", role = \\"control\\", plan = \\"large\\"}, {name = \\"worker-01\\", role = \\"worker\\", plan = \\"xlarge\\"}, {name = \\"worker-02\\", role = \\"worker\\", plan = \\"xlarge\\"}, ], services.taskservs = [\\"containerd\\", \\"etcd\\", \\"kubernetes\\", \\"cilium\\"], services.order = [\\"containerd\\", \\"etcd\\", \\"kubernetes\\", \\"cilium\\"], networking.private_network = true, networking.cidr = \\"10.100.0.0/16\\",\\n}","breadcrumbs":"Extension Development » Cluster Definition Example","id":"1221","title":"Cluster Definition Example"},"1222":{"body":"","breadcrumbs":"Extension Development » Extension Testing","id":"1222","title":"Extension Testing"},"1223":{"body":"# tests/test_provider.nu\\nuse std assert # Test provider configuration validation\\nexport def test_validate_config [] { let valid_config = { api_key: \\"test-key\\" region: \\"us-east-1\\" } let result = validate-config $valid_config assert equal $result.valid true\\n} # Test server creation\\nexport def test_create_server [] { let config = load-test-config let server_spec = { name: \\"test-server\\" plan: \\"medium\\" zone: \\"us-east-1a\\" } let result = create-server $config $server_spec assert equal $result.status \\"created\\"\\n} # Run all tests\\nexport def main [] { test_validate_config test_create_server print \\"All tests passed\\"\\n} Run tests: # Test extension\\nprovisioning extension test my-provider # Test specific component\\nnu tests/test_provider.nu","breadcrumbs":"Extension Development » Test Structure","id":"1223","title":"Test Structure"},"1224":{"body":"","breadcrumbs":"Extension Development » Extension Packaging","id":"1224","title":"Extension Packaging"},"1225":{"body":"Package and publish extension: # Build extension package\\nprovisioning extension build my-provider # Validate package\\nprovisioning extension validate my-provider-1.0.0.tar.gz # Publish to registry\\nprovisioning extension publish my-provider-1.0.0.tar.gz \\\\ --registry registry.example.com Package structure: my-provider-1.0.0.tar.gz\\n├── metadata.toml\\n├── nickel/\\n├── scripts/\\n├── templates/\\n├── tests/\\n├── docs/\\n└── manifest.json","breadcrumbs":"Extension Development » OCI Registry Publishing","id":"1225","title":"OCI Registry Publishing"},"1226":{"body":"Install extension from registry: # Install from OCI registry\\nprovisioning extension install my-provider --version 1.0.0 # Install from local file\\nprovisioning extension install ./my-provider-1.0.0.tar.gz # List installed extensions\\nprovisioning extension list # Update extension\\nprovisioning extension update my-provider --version 1.1.0 # Uninstall extension\\nprovisioning extension uninstall my-provider","breadcrumbs":"Extension Development » Extension Installation","id":"1226","title":"Extension Installation"},"1227":{"body":"Follow naming conventions: lowercase with hyphens Version extensions semantically (semver) Document all configuration options Provide comprehensive tests Include usage examples in docs Validate input parameters Handle errors gracefully Log important operations Support idempotent operations Keep dependencies minimal","breadcrumbs":"Extension Development » Best Practices","id":"1227","title":"Best Practices"},"1228":{"body":"Provider Development - Provider specifics Nickel Guide - Nickel language Build System - Building extensions Testing - Testing strategies","breadcrumbs":"Extension Development » Related Documentation","id":"1228","title":"Related Documentation"},"1229":{"body":"Implementing custom cloud provider integrations for the Provisioning platform.","breadcrumbs":"Provider Development » Provider Development","id":"1229","title":"Provider Development"},"123":{"body":"# Check CLI version\\nprovisioning version # Verify Nushell\\nnu --version # 0.109.1+ # Verify Nickel\\nnickel --version # 1.15.1+ # Check SOPS and Age\\nsops --version # 3.10.2+\\nage --version # 1.2.1+ # Verify K9s\\nk9s version # 0.50.6+","breadcrumbs":"Verification » CLI and Core Tools","id":"123","title":"CLI and Core Tools"},"1230":{"body":"Providers abstract cloud infrastructure APIs through a unified interface, allowing infrastructure definitions to be portable across clouds.","breadcrumbs":"Provider Development » Provider Architecture","id":"1230","title":"Provider Architecture"},"1231":{"body":"All providers must implement these core operations: # Server lifecycle\\ncreate_server # Provision new server\\ndelete_server # Remove server\\nget_server # Fetch server details\\nlist_servers # List all servers\\nupdate_server # Modify server configuration\\nserver_status # Get current state # Network operations (optional)\\ncreate_network # Create private network\\ndelete_network # Remove network\\nattach_network # Attach server to network # Storage operations (optional)\\nattach_volume # Attach storage volume\\ndetach_volume # Detach storage volume\\ncreate_snapshot # Snapshot server disk","breadcrumbs":"Provider Development » Provider Interface","id":"1231","title":"Provider Interface"},"1232":{"body":"Use the official provider template: # Generate provider scaffolding\\nprovisioning generate provider --name my-cloud --template standard # Creates:\\n# extensions/providers/my-cloud/\\n# ├── nickel/\\n# │ ├── schema.ncl\\n# │ ├── server.ncl\\n# │ └── network.ncl\\n# ├── scripts/\\n# │ ├── create_server.nu\\n# │ ├── delete_server.nu\\n# │ └── list_servers.nu\\n# └── metadata.toml","breadcrumbs":"Provider Development » Provider Template","id":"1232","title":"Provider Template"},"1233":{"body":"Define provider configuration schema: # nickel/schema.ncl\\n{ ProviderConfig = { name | String, api_endpoint | String, api_key | String, region | String, timeout | default = 30 | Number, retry_attempts | default = 3 | Number, plans = { small = {cpu = 2, memory = 4096, disk = 25}, medium = {cpu = 4, memory = 8192, disk = 50}, large = {cpu = 8, memory = 16384, disk = 100}, }, regions | Array String, }, ServerSpec = { name | String, plan | String, zone | String, image | default = \\"ubuntu-24.04\\" | String, ssh_keys | Array String, user_data | default = \\"\\" | String, },\\n}","breadcrumbs":"Provider Development » Provider Schema (Nickel)","id":"1233","title":"Provider Schema (Nickel)"},"1234":{"body":"Create server implementation: # scripts/create_server.nu\\n#!/usr/bin/env nu export def main [ config: record, # Provider configuration spec: record # Server specification\\n]: nothing -> record { # Validate inputs validate-provider-config $config validate-server-spec $spec # Map plan to provider-specific values let plan = get-plan-details $config $spec.plan # Construct API request let request = { hostname: $spec.name plan: $plan.name zone: $spec.zone storage_devices: [{ action: \\"create\\" storage: $plan.disk title: \\"root\\" }] login: { user: \\"root\\" keys: $spec.ssh_keys } } # Call provider API with retry logic let server = retry-api-call | { | http post $\\"($config.api_endpoint)/server\\" { headers: {Authorization: $\\"Bearer ($config.api_key)\\"} body: ($request | to json) } | from json } $config.retry_attempts # Wait for server to be ready wait-for-server-ready $config $server.uuid # Return server details { id: $server.uuid name: $server.hostname ip_address: $server.ip_addresses.0.address status: \\"running\\" provider: $config.name }\\n} def validate-provider-config [config: record] { if ($config.api_key | is-empty) { error make {msg: \\"API key required\\"} } if ($config.region | is-empty) { error make {msg: \\"Region required\\"} }\\n} def get-plan-details [config: record, plan_name: string]: nothing -> record { $config.plans | get $plan_name\\n} def retry-api-call [operation: closure, max_attempts: int]: nothing -> any { mut attempt = 1 mut last_error = null while $attempt <= $max_attempts { try { return (do $operation) } catch | { err | $last_error = $err if $attempt < $max_attempts { sleep (1sec * $attempt) # Exponential backoff $attempt = $attempt + 1 } } } error make {msg: $\\"API call failed after ($max_attempts) attempts: ($last_error)\\"}\\n} def wait-for-server-ready [config: record, server_id: string] { mut ready = false mut attempts = 0 let max_wait = 120 # 2 minutes while not $ready and $attempts < $max_wait { let status = http get $\\"($config.api_endpoint)/server/($server_id)\\" { headers: {Authorization: $\\"Bearer ($config.api_key)\\"} } | from json if $status.state == \\"started\\" { $ready = true } else { sleep 1sec $attempts = $attempts + 1 } } if not $ready { error make {msg: \\"Server failed to start within timeout\\"} }\\n}","breadcrumbs":"Provider Development » Implementing Server Creation","id":"1234","title":"Implementing Server Creation"},"1235":{"body":"Comprehensive provider testing: # tests/test_provider.nu\\nuse std assert export def test_create_server [] { # Mock provider config let config = { name: \\"test-cloud\\" api_endpoint: \\" [http://localhost:8080\\"](http://localhost:8080\\") api_key: \\"test-key\\" region: \\"test-region\\" plans: { small: {cpu: 2, memory: 4096, disk: 25} } } # Mock server spec let spec = { name: \\"test-server\\" plan: \\"small\\" zone: \\"test-zone\\" ssh_keys: [\\"ssh-rsa AAAA...\\"] } # Test server creation let server = create-server $config $spec assert ($server.id != null) assert ($server.name == \\"test-server\\") assert ($server.status == \\"running\\")\\n} export def test_list_servers [] { let config = load-test-config let servers = list-servers $config assert ($servers | length) > 0\\n} export def main [] { print \\"Running provider tests...\\" test_create_server test_list_servers print \\"All tests passed!\\"\\n}","breadcrumbs":"Provider Development » Provider Testing","id":"1235","title":"Provider Testing"},"1236":{"body":"Robust error handling for provider operations: # Handle API errors gracefully\\ndef handle-api-error [error: record]: nothing -> record { match $error.status { 401 => {error make {msg: \\"Authentication failed - check API key\\"}} 403 => {error make {msg: \\"Permission denied - insufficient privileges\\"}} 404 => {error make {msg: \\"Resource not found\\"}} 429 => {error make {msg: \\"Rate limit exceeded - retry later\\"}} 500 => {error make {msg: \\"Provider API error - contact support\\"}} _ => {error make {msg: $\\"Unknown error: ($error.message)\\"}} }\\n}","breadcrumbs":"Provider Development » Error Handling","id":"1236","title":"Error Handling"},"1237":{"body":"Implement idempotent operations where possible Handle rate limiting with exponential backoff Validate all inputs before API calls Log all API requests and responses (without secrets) Use connection pooling for better performance Cache provider capabilities and quotas Implement proper timeout handling Return consistent error messages Test against provider sandbox/staging environment Version provider schemas carefully","breadcrumbs":"Provider Development » Provider Best Practices","id":"1237","title":"Provider Best Practices"},"1238":{"body":"Extension Development - Extension basics API Guide - REST API patterns Testing - Testing strategies","breadcrumbs":"Provider Development » Related Documentation","id":"1238","title":"Related Documentation"},"1239":{"body":"Developing Nushell plugins for performance-critical operations in the Provisioning platform.","breadcrumbs":"Plugin Development » Plugin Development","id":"1239","title":"Plugin Development"},"124":{"body":"# Validate all configuration files\\nprovisioning validate config # Check environment\\nprovisioning env # Show all configuration\\nprovisioning allenv Expected output: Configuration validation: PASSED - User config: ~/.config/provisioning/user_config.yaml ✓ - System defaults: provisioning/config/config.defaults.toml ✓ - Provider credentials: configured ✓","breadcrumbs":"Verification » Configuration Validation","id":"124","title":"Configuration Validation"},"1240":{"body":"Nushell plugins provide 10-50x performance improvement over HTTP APIs through native Rust implementations.","breadcrumbs":"Plugin Development » Plugin Overview","id":"1240","title":"Plugin Overview"},"1241":{"body":"Plugin Purpose Performance Gain Language nu_plugin_auth Authentication and OS keyring 5x faster Rust nu_plugin_kms KMS encryption operations 10x faster Rust nu_plugin_orchestrator Orchestrator queries 30x faster Rust","breadcrumbs":"Plugin Development » Available Plugins","id":"1241","title":"Available Plugins"},"1242":{"body":"Plugins communicate with Nushell via MessagePack protocol: Nushell ←→ MessagePack ←→ Plugin Process ↓ ↓\\nScript Native Rust","breadcrumbs":"Plugin Development » Plugin Architecture","id":"1242","title":"Plugin Architecture"},"1243":{"body":"","breadcrumbs":"Plugin Development » Creating a Plugin","id":"1243","title":"Creating a Plugin"},"1244":{"body":"Generate plugin scaffold: # Create new plugin\\ncargo new --lib nu_plugin_myfeature\\ncd nu_plugin_myfeature Add dependencies to Cargo.toml: [package]\\nname = \\"nu_plugin_myfeature\\"\\nversion = \\"0.1.0\\"\\nedition = \\"2021\\" [dependencies]\\nnu-plugin = \\"0.109.0\\"\\nnu-protocol = \\"0.109.0\\"\\nserde = {version = \\"1.0\\", features = [\\"derive\\"]}","breadcrumbs":"Plugin Development » Plugin Template","id":"1244","title":"Plugin Template"},"1245":{"body":"Implement plugin interface: // src/lib.rs\\nuse nu_plugin::{EvaluatedCall, LabeledError, Plugin};\\nuse nu_protocol::{Category, PluginSignature, SyntaxShape, Type, Value}; pub struct MyFeaturePlugin; impl Plugin for MyFeaturePlugin { fn signature(&self) -> Vec<PluginSignature> { vec![ PluginSignature::build(\\"my-feature\\") .usage(\\"Perform my feature operation\\") .required(\\"input\\", SyntaxShape::String, \\"input value\\") .input_output_type(Type::String, Type::String) .category(Category::Custom(\\"provisioning\\".into())), ] } fn run( &mut self, name: &str, call: &EvaluatedCall, input: &Value, ) -> Result<Value, LabeledError> { match name { \\"my-feature\\" => self.my_feature(call, input), _ => Err(LabeledError { label: \\"Unknown command\\".into(), msg: format!(\\"Unknown command: {}\\", name), span: None, }), } }\\n} impl MyFeaturePlugin { fn my_feature(&self, call: &EvaluatedCall, _input: &Value) -> Result<Value, LabeledError> { let input: String = call.req(0)?; // Perform operation let result = perform_operation(&input); Ok(Value::string(result, call.head)) }\\n} fn perform_operation(input: &str) -> String { // Your implementation here format!(\\"Processed: {}\\", input)\\n} // Plugin entry point\\nfn main() { nu_plugin::serve_plugin(&mut MyFeaturePlugin, nu_plugin::MsgPackSerializer {})\\n}","breadcrumbs":"Plugin Development » Plugin Implementation","id":"1245","title":"Plugin Implementation"},"1246":{"body":"# Build release version\\ncargo build --release # Install plugin\\nnu -c \'plugin add target/release/nu_plugin_myfeature\'\\nnu -c \'plugin use myfeature\' # Test plugin\\nnu -c \'my-feature \\"test input\\"\'","breadcrumbs":"Plugin Development » Building Plugin","id":"1246","title":"Building Plugin"},"1247":{"body":"","breadcrumbs":"Plugin Development » Plugin Performance Optimization","id":"1247","title":"Plugin Performance Optimization"},"1248":{"body":"use std::time::Instant; pub fn benchmark_operation() { let start = Instant::now(); // Operation to benchmark perform_expensive_operation(); let duration = start.elapsed(); eprintln!(\\"Operation took: {:?}\\", duration);\\n}","breadcrumbs":"Plugin Development » Benchmarking","id":"1248","title":"Benchmarking"},"1249":{"body":"Implement caching for expensive operations: use std::collections::HashMap;\\nuse std::sync::{Arc, Mutex}; pub struct CachedPlugin { cache: Arc<Mutex<HashMap<String, String>>>,\\n} impl CachedPlugin { fn get_or_compute(&self, key: &str) -> String { let mut cache = self.cache.lock().unwrap(); if let Some(value) = cache.get(key) { return value.clone(); } let value = expensive_computation(key); cache.insert(key.to_string(), value.clone()); value }\\n}","breadcrumbs":"Plugin Development » Caching","id":"1249","title":"Caching"},"125":{"body":"# List available providers\\nprovisioning providers # Test provider connection (UpCloud example)\\nprovisioning provider test upcloud # Test provider connection (AWS example)\\nprovisioning provider test aws","breadcrumbs":"Verification » Provider Connectivity","id":"125","title":"Provider Connectivity"},"1250":{"body":"","breadcrumbs":"Plugin Development » Testing Plugins","id":"1250","title":"Testing Plugins"},"1251":{"body":"#[cfg(test)]\\nmod tests { use super::*; use nu_protocol::{Span, Value}; #[test] fn test_my_feature() { let plugin = MyFeaturePlugin; let input = Value::string(\\"test\\", Span::test_data()); let result = plugin.my_feature(&mock_call(), &input).unwrap(); assert_eq!(result.as_string().unwrap(), \\"Processed: test\\"); } fn mock_call() -> EvaluatedCall { // Mock EvaluatedCall for testing todo!() }\\n}","breadcrumbs":"Plugin Development » Unit Tests","id":"1251","title":"Unit Tests"},"1252":{"body":"# tests/test_plugin.nu\\nuse std assert def test_plugin_functionality [] { let result = my-feature \\"test input\\" assert equal $result \\"Processed: test input\\"\\n} def main [] { test_plugin_functionality print \\"Plugin tests passed\\"\\n}","breadcrumbs":"Plugin Development » Integration Tests","id":"1252","title":"Integration Tests"},"1253":{"body":"Keep plugin logic focused and single-purpose Minimize dependencies to reduce binary size Use async operations for I/O-bound tasks Implement proper error handling Document all plugin commands Version plugins with semantic versioning Provide fallback to HTTP API if plugin unavailable Cache expensive computations Profile and benchmark performance improvements","breadcrumbs":"Plugin Development » Plugin Best Practices","id":"1253","title":"Plugin Best Practices"},"1254":{"body":"Build System - Building Rust plugins Extension Development - Extension basics Testing - Testing strategies","breadcrumbs":"Plugin Development » Related Documentation","id":"1254","title":"Related Documentation"},"1255":{"body":"Integrate third-party APIs with Provisioning infrastructure.","breadcrumbs":"API Guide » API Integration Guide","id":"1255","title":"API Integration Guide"},"1256":{"body":"Create clients for external APIs: // src/api_client.rs\\nuse reqwest::Client; pub struct ApiClient { endpoint: String, api_key: String, client: Client,\\n} impl ApiClient { pub async fn call(&self, path: &str) -> Result<Response> { let url = format!(\\"{}{}\\", self.endpoint, path); self.client .get(&url) .bearer_auth(&self.api_key) .send() .await }\\n}","breadcrumbs":"API Guide » API Client Development","id":"1256","title":"API Client Development"},"1257":{"body":"Handle webhooks from external systems: #[post(\\"/webhooks/{service}\\")]\\npub async fn handle_webhook(path: web::Path<String>, body: web::Bytes) -> impl Responder { let service = path.into_inner(); match service.as_str() { \\"github\\" => handle_github_webhook(&body), \\"stripe\\" => handle_stripe_webhook(&body), _ => HttpResponse::NotFound().finish(), }\\n}","breadcrumbs":"API Guide » Webhook Integration","id":"1257","title":"Webhook Integration"},"1258":{"body":"Robust error handling for API calls with retries: pub async fn call_api_with_retry( client: &ApiClient, path: &str, max_retries: u32,\\n) -> Result<Response> { for attempt in 0..max_retries { match client.call(path).await { Ok(response) => return Ok(response), Err(e) if attempt < max_retries - 1 => { let delay = Duration::from_secs(2_u64.pow(attempt)); tokio::time::sleep(delay).await; } Err(e) => return Err(e), } } Err(ApiError::MaxRetriesExceeded.into())\\n}","breadcrumbs":"API Guide » Error Handling","id":"1258","title":"Error Handling"},"1259":{"body":"Extension Development REST API Reference","breadcrumbs":"API Guide » Related Documentation","id":"1259","title":"Related Documentation"},"126":{"body":"","breadcrumbs":"Verification » Workspace Verification","id":"126","title":"Workspace Verification"},"1260":{"body":"Building, testing, and packaging the Provisioning platform and extensions with Cargo, Just, and Nickel.","breadcrumbs":"Build System » Build System","id":"1260","title":"Build System"},"1261":{"body":"Tool Purpose Version Required Cargo Rust compilation and testing Latest stable Just Task runner for common operations Latest Nickel Schema validation and type checking 1.15.1+ Nushell Script execution and testing 0.109.0+","breadcrumbs":"Build System » Build Tools","id":"1261","title":"Build Tools"},"1262":{"body":"","breadcrumbs":"Build System » Building Platform Services","id":"1262","title":"Building Platform Services"},"1263":{"body":"# Build all Rust services in release mode\\ncd provisioning/platform\\ncargo build --release --workspace # Or using just task runner\\njust build-platform Binary outputs in target/release/: provisioning-orchestrator provisioning-control-center provisioning-vault-service provisioning-installer","breadcrumbs":"Build System » Build All Services","id":"1263","title":"Build All Services"},"1264":{"body":"# Orchestrator service\\ncd provisioning/platform/crates/orchestrator\\ncargo build --release # Control Center service\\ncd provisioning/platform/crates/control-center\\ncargo build --release # Development build (faster compilation)\\ncargo build","breadcrumbs":"Build System » Build Individual Service","id":"1264","title":"Build Individual Service"},"1265":{"body":"","breadcrumbs":"Build System » Testing","id":"1265","title":"Testing"},"1266":{"body":"# Rust unit and integration tests\\ncargo test --workspace # Nushell script tests\\njust test-nushell # Complete test suite\\njust test-all","breadcrumbs":"Build System » Run All Tests","id":"1266","title":"Run All Tests"},"1267":{"body":"# Test orchestrator crate\\ncargo test -p provisioning-orchestrator # Test with output visible\\ncargo test -p provisioning-orchestrator -- --nocapture # Test specific function\\ncargo test -p provisioning-orchestrator test_workflow_creation # Run tests matching pattern\\ncargo test workflow","breadcrumbs":"Build System » Test Specific Component","id":"1267","title":"Test Specific Component"},"1268":{"body":"# Run 350+ security test cases\\ncargo test -p security --test \'*\' # Specific security component\\ncargo test -p security authentication\\ncargo test -p security authorization\\ncargo test -p security kms","breadcrumbs":"Build System » Security Tests","id":"1268","title":"Security Tests"},"1269":{"body":"","breadcrumbs":"Build System » Code Quality","id":"1269","title":"Code Quality"},"127":{"body":"# List workspaces\\nprovisioning workspace list # Show current workspace\\nprovisioning workspace current # Verify workspace structure\\nls -la <workspace-name>/ Expected structure: workspace-name/\\n├── infra/ # Infrastructure Nickel schemas\\n├── config/ # Workspace configuration\\n├── extensions/ # Custom extensions\\n└── runtime/ # State and logs","breadcrumbs":"Verification » Workspace Structure","id":"127","title":"Workspace Structure"},"1270":{"body":"# Format all Rust code\\ncargo fmt --all # Check formatting without modifying\\ncargo fmt --all -- --check # Format Nickel schemas\\nnickel fmt provisioning/schemas/**/*.ncl","breadcrumbs":"Build System » Formatting","id":"1270","title":"Formatting"},"1271":{"body":"# Run Clippy linter\\ncargo clippy --all -- -D warnings # Auto-fix Clippy warnings\\ncargo clippy --all --fix # Clippy with all features enabled\\ncargo clippy --all --all-features -- -D warnings","breadcrumbs":"Build System » Linting","id":"1271","title":"Linting"},"1272":{"body":"# Type check Nickel schemas\\nnickel typecheck provisioning/schemas/main.ncl # Evaluate schema\\nnickel eval provisioning/schemas/main.ncl # Format Nickel files\\nnickel fmt provisioning/schemas/**/*.ncl","breadcrumbs":"Build System » Nickel Validation","id":"1272","title":"Nickel Validation"},"1273":{"body":"The platform uses automated CI workflows for quality assurance.","breadcrumbs":"Build System » Continuous Integration","id":"1273","title":"Continuous Integration"},"1274":{"body":"Key CI jobs: 1. Rust Build and Test - cargo build --release --workspace - cargo test --workspace - cargo clippy --all -- -D warnings 2. Nushell Validation - nu --check core/cli/provisioning - Run Nushell test suite 3. Nickel Schema Validation - nickel typecheck schemas/main.ncl - Validate all schema files 4. Security Tests - Run 350+ security test cases - Vulnerability scanning 5. Documentation Build - mdbook build docs - Markdown linting","breadcrumbs":"Build System » GitHub Actions Pipeline","id":"1274","title":"GitHub Actions Pipeline"},"1275":{"body":"","breadcrumbs":"Build System » Packaging and Distribution","id":"1275","title":"Packaging and Distribution"},"1276":{"body":"# Build optimized binaries\\ncargo build --release --workspace # Strip debug symbols (reduce binary size)\\nstrip target/release/provisioning-orchestrator\\nstrip target/release/provisioning-control-center # Create distribution archive\\njust package","breadcrumbs":"Build System » Create Release Package","id":"1276","title":"Create Release Package"},"1277":{"body":"provisioning-5.0.0-linux-x86_64.tar.gz\\n├── bin/\\n│ ├── provisioning # Main CLI\\n│ ├── provisioning-orchestrator # Orchestrator service\\n│ ├── provisioning-control-center # Control Center\\n│ ├── provisioning-vault-service # Vault service\\n│ └── provisioning-installer # Platform installer\\n├── lib/\\n│ └── nulib/ # Nushell libraries\\n├── schemas/ # Nickel schemas\\n├── config/\\n│ └── config.defaults.toml # Default configuration\\n├── systemd/\\n│ └── *.service # Systemd unit files\\n└── README.md","breadcrumbs":"Build System » Package Structure","id":"1277","title":"Package Structure"},"1278":{"body":"","breadcrumbs":"Build System » Cross-Platform Builds","id":"1278","title":"Cross-Platform Builds"},"1279":{"body":"# Linux x86_64 (primary platform)\\ncargo build --release --target x86_64-unknown-linux-gnu # Linux ARM64 (Raspberry Pi, cloud ARM instances)\\ncargo build --release --target aarch64-unknown-linux-gnu # macOS x86_64\\ncargo build --release --target x86_64-apple-darwin # macOS ARM64 (Apple Silicon)\\ncargo build --release --target aarch64-apple-darwin","breadcrumbs":"Build System » Supported Targets","id":"1279","title":"Supported Targets"},"128":{"body":"# Show workspace configuration\\nprovisioning config show # Validate workspace-specific config\\nprovisioning validate config --workspace <name>","breadcrumbs":"Verification » Workspace Configuration","id":"128","title":"Workspace Configuration"},"1280":{"body":"# Add target architectures\\nrustup target add x86_64-unknown-linux-gnu\\nrustup target add aarch64-unknown-linux-gnu # Install cross-compilation tool\\ncargo install cross # Cross-compile with Docker\\ncross build --release --target aarch64-unknown-linux-gnu","breadcrumbs":"Build System » Cross-Compilation Setup","id":"1280","title":"Cross-Compilation Setup"},"1281":{"body":"Common build tasks in justfile: # Build all components\\nbuild-all: build-platform build-plugins # Build platform services\\nbuild-platform: cd platform && cargo build --release --workspace # Run all tests\\ntest: test-rust test-nushell test-integration # Test Rust code\\ntest-rust: cargo test --workspace # Test Nushell scripts\\ntest-nushell: nu scripts/test/test_all.nu # Format all code\\nfmt: cargo fmt --all nickel fmt schemas/**/*.ncl # Lint all code\\nlint: cargo clippy --all -- -D warnings nickel typecheck schemas/main.ncl # Create release package\\npackage: ./scripts/package.nu # Clean build artifacts\\nclean: cargo clean rm -rf target/ Usage examples: just build-all # Build everything\\njust test # Run all tests\\njust fmt # Format code\\njust lint # Run linters\\njust package # Create distribution\\njust clean # Remove artifacts","breadcrumbs":"Build System » Just Task Runner","id":"1281","title":"Just Task Runner"},"1282":{"body":"","breadcrumbs":"Build System » Performance Optimization","id":"1282","title":"Performance Optimization"},"1283":{"body":"# Cargo.toml\\n[profile.release]\\nopt-level = 3 # Maximum optimization\\nlto = \\"fat\\" # Link-time optimization\\ncodegen-units = 1 # Better optimization, slower compile\\nstrip = true # Strip debug symbols\\npanic = \\"abort\\" # Smaller binary size","breadcrumbs":"Build System » Release Builds","id":"1283","title":"Release Builds"},"1284":{"body":"# Cargo.toml\\n[profile.dev]\\nopt-level = 1 # Basic optimization\\nincremental = true # Faster recompilation Speed up compilation: # Use faster linker (Linux)\\nsudo apt install lld\\nexport RUSTFLAGS=\\"-C link-arg=-fuse-ld=lld\\" # Parallel compilation\\ncargo build -j 8 # Use cargo-watch for auto-rebuild\\ncargo install cargo-watch\\ncargo watch -x build","breadcrumbs":"Build System » Build Time Optimization","id":"1284","title":"Build Time Optimization"},"1285":{"body":"","breadcrumbs":"Build System » Development Workflow","id":"1285","title":"Development Workflow"},"1286":{"body":"# 1. Start development\\njust clean\\njust build-all # 2. Make changes to code # 3. Test changes quickly\\ncargo check # Fast syntax check\\ncargo test <specific-test> # Test specific functionality # 4. Full validation before commit\\njust fmt\\njust lint\\njust test # 5. Create package for testing\\njust package","breadcrumbs":"Build System » Recommended Workflow","id":"1286","title":"Recommended Workflow"},"1287":{"body":"# Auto-rebuild on file changes\\ncargo watch -x build # Auto-test on changes\\ncargo watch -x test # Run service with auto-reload\\ncargo watch -x \'run --bin provisioning-orchestrator\'","breadcrumbs":"Build System » Hot Reload Development","id":"1287","title":"Hot Reload Development"},"1288":{"body":"","breadcrumbs":"Build System » Debugging Builds","id":"1288","title":"Debugging Builds"},"1289":{"body":"# Build with full debug info\\ncargo build # Build with debug info in release mode\\ncargo build --release --profile release-with-debug # Run with backtraces\\nRUST_BACKTRACE=1 cargo run\\nRUST_BACKTRACE=full cargo run","breadcrumbs":"Build System » Debug Information","id":"1289","title":"Debug Information"},"129":{"body":"","breadcrumbs":"Verification » Infrastructure Verification","id":"129","title":"Infrastructure Verification"},"1290":{"body":"# Verbose build output\\ncargo build -vv # Show build commands\\ncargo build -vvv # Show timing information\\ncargo build --timings","breadcrumbs":"Build System » Build Verbosity","id":"1290","title":"Build Verbosity"},"1291":{"body":"# View dependency tree\\ncargo tree # Duplicate dependencies\\ncargo tree --duplicates # Build graph visualization\\ncargo depgraph | dot -Tpng > deps.png","breadcrumbs":"Build System » Dependency Tree","id":"1291","title":"Dependency Tree"},"1292":{"body":"Always run just test before committing Use cargo fmt and cargo clippy for code quality Test on multiple platforms before release Strip binaries for production distributions Version binaries with semantic versioning Cache dependencies in CI/CD Use release profile for production builds Document build requirements in README Automate common tasks with Just Keep build times reasonable (<5 min)","breadcrumbs":"Build System » Best Practices","id":"1292","title":"Best Practices"},"1293":{"body":"","breadcrumbs":"Build System » Troubleshooting","id":"1293","title":"Troubleshooting"},"1294":{"body":"Compilation fails with linker error: # Install build dependencies\\nsudo apt install build-essential pkg-config libssl-dev Out of memory during build: # Reduce parallel jobs\\ncargo build -j 2 # Use more swap space\\nsudo fallocate -l 8G /swapfile\\nsudo mkswap /swapfile\\nsudo swapon /swapfile Clippy warnings: # Fix automatically where possible\\ncargo clippy --all --fix # Allow specific lints temporarily\\n#[allow(clippy::too_many_arguments)]","breadcrumbs":"Build System » Common Build Issues","id":"1294","title":"Common Build Issues"},"1295":{"body":"Testing - Testing strategies and procedures Contributing - Contribution guidelines including build requirements","breadcrumbs":"Build System » Related Documentation","id":"1295","title":"Related Documentation"},"1296":{"body":"Comprehensive testing strategies for the Provisioning platform including unit tests, integration tests, and 350+ security tests.","breadcrumbs":"Testing » Testing","id":"1296","title":"Testing"},"1297":{"body":"The platform maintains extensive test coverage across multiple test types: Test Type Count Coverage Target Average Runtime Unit Tests 200+ Core logic 80%+ < 5 seconds Integration Tests 100+ Component integration 60%+ < 30 seconds Security Tests 350+ Security components 100% < 60 seconds End-to-End Tests 50+ Full workflows < 5 minutes","breadcrumbs":"Testing » Testing Overview","id":"1297","title":"Testing Overview"},"1298":{"body":"","breadcrumbs":"Testing » Running Tests","id":"1298","title":"Running Tests"},"1299":{"body":"# Run complete test suite\\ncargo test --workspace # With output visible\\ncargo test --workspace -- --nocapture # Parallel execution with 8 threads\\ncargo test --workspace --jobs 8 # Include ignored tests\\ncargo test --workspace -- --ignored","breadcrumbs":"Testing » All Tests","id":"1299","title":"All Tests"},"13":{"body":"By completing this section, you\'ll know how to: ✅ Install and configure Provisioning ✅ Create your first workspace ✅ Configure cloud providers (AWS, UpCloud, Hetzner, etc.) ✅ Write simple Nickel infrastructure definitions ✅ Deploy infrastructure using Provisioning ✅ Verify and manage deployed resources","breadcrumbs":"Getting Started » What You\'ll Learn","id":"13","title":"What You\'ll Learn"},"130":{"body":"# List all servers\\nprovisioning server list # Check server status\\nprovisioning server status <hostname> # Test SSH connectivity\\nprovisioning server ssh <hostname> -- echo \\"Connection successful\\"","breadcrumbs":"Verification » Server Health","id":"130","title":"Server Health"},"1300":{"body":"# Unit tests only (--lib)\\ncargo test --lib # Integration tests only (--test)\\ncargo test --test \'*\' # Documentation tests\\ncargo test --doc # Security test suite\\ncargo test -p security --test \'*\'","breadcrumbs":"Testing » Test by Category","id":"1300","title":"Test by Category"},"1301":{"body":"# Test orchestrator crate\\ncargo test -p provisioning-orchestrator # Test control center\\ncargo test -p provisioning-control-center # Test specific module\\ncargo test -p provisioning-orchestrator workflows:: # Test specific function\\ncargo test -p provisioning-orchestrator test_workflow_creation","breadcrumbs":"Testing » Test Specific Component","id":"1301","title":"Test Specific Component"},"1302":{"body":"Unit tests verify individual functions and modules in isolation.","breadcrumbs":"Testing » Unit Testing","id":"1302","title":"Unit Testing"},"1303":{"body":"// src/workflows.rs\\n#[cfg(test)]\\nmod tests { use super::*; #[test] fn test_create_workflow() { let config = WorkflowConfig { name: \\"test-workflow\\".into(), tasks: vec![], }; let workflow = Workflow::new(config); assert_eq!(workflow.name(), \\"test-workflow\\"); assert_eq!(workflow.status(), WorkflowStatus::Pending); } #[test] fn test_workflow_execution() { let mut workflow = create_test_workflow(); let result = workflow.execute(); assert!(result.is_ok()); assert_eq!(workflow.status(), WorkflowStatus::Completed); } #[test] #[should_panic(expected = \\"Invalid workflow\\")] fn test_invalid_workflow() { Workflow::new(invalid_config()); }\\n}","breadcrumbs":"Testing » Rust Unit Tests","id":"1303","title":"Rust Unit Tests"},"1304":{"body":"# tests/test_provider.nu\\nuse std assert export def test_validate_config [] { let config = {api_key: \\"test-key\\", region: \\"us-east-1\\"} let result = validate-config $config assert equal $result.valid true\\n} export def test_create_server [] { let spec = {name: \\"test-server\\", plan: \\"medium\\"} let server = create-server test-config $spec assert ($server.id != null)\\n} export def main [] { test_validate_config test_create_server print \\"All tests passed\\"\\n} Run Nushell tests: nu tests/test_provider.nu","breadcrumbs":"Testing » Nushell Unit Tests","id":"1304","title":"Nushell Unit Tests"},"1305":{"body":"Integration tests verify components work together correctly.","breadcrumbs":"Testing » Integration Testing","id":"1305","title":"Integration Testing"},"1306":{"body":"// tests/orchestrator_integration.rs\\nuse provisioning_orchestrator::Orchestrator;\\nuse provisioning_database::Database; #[tokio::test]\\nasync fn test_workflow_persistence() { let db = Database::new_test().await; let orchestrator = Orchestrator::new(db.clone()); let workflow_id = orchestrator.create_workflow(test_config()).await.unwrap(); // Verify workflow persisted to database let workflow = db.get_workflow(&workflow_id).await.unwrap(); assert_eq!(workflow.id, workflow_id);\\n} #[tokio::test]\\nasync fn test_api_integration() { let app = create_test_app().await; let response = app .post(\\"/api/v1/workflows\\") .json(&test_workflow()) .send() .await .unwrap(); assert_eq!(response.status(), 201);\\n}","breadcrumbs":"Testing » Service Integration Tests","id":"1306","title":"Service Integration Tests"},"1307":{"body":"Use Docker containers for realistic integration testing: use testcontainers::*; #[tokio::test]\\nasync fn test_with_database() { let docker = clients::Cli::default(); let postgres = docker.run(images::postgres::Postgres::default()); let db_url = format!( \\"postgres://postgres@localhost:{}/test\\", postgres.get_host_port_ipv4(5432) ); // Run tests against real database let db = Database::connect(&db_url).await.unwrap(); // Test database operations...\\n}","breadcrumbs":"Testing » Test Containers","id":"1307","title":"Test Containers"},"1308":{"body":"Comprehensive security testing with 350+ test cases covering all security components.","breadcrumbs":"Testing » Security Testing","id":"1308","title":"Security Testing"},"1309":{"body":"#[tokio::test]\\nasync fn test_jwt_verification() { let auth = AuthService::new(); let token = auth.generate_token(\\"user123\\").unwrap(); let claims = auth.verify_token(&token).unwrap(); assert_eq!(claims.sub, \\"user123\\");\\n} #[tokio::test]\\nasync fn test_invalid_token() { let auth = AuthService::new(); let result = auth.verify_token(\\"invalid.token.here\\"); assert!(result.is_err());\\n} #[tokio::test]\\nasync fn test_token_expiration() { let auth = AuthService::new(); let token = create_expired_token(); let result = auth.verify_token(&token); assert!(matches!(result, Err(AuthError::TokenExpired)));\\n}","breadcrumbs":"Testing » Authentication Tests","id":"1309","title":"Authentication Tests"},"131":{"body":"# List installed task services\\nprovisioning taskserv list # Check service status\\nprovisioning taskserv status <service-name> # Verify service health\\nprovisioning taskserv health <service-name>","breadcrumbs":"Verification » Task Service Health","id":"131","title":"Task Service Health"},"1310":{"body":"#[tokio::test]\\nasync fn test_rbac_enforcement() { let authz = AuthorizationService::new(); let decision = authz.authorize( \\"user:user123\\", \\"workflow:create\\", \\"resource:my-cluster\\" ).await; assert_eq!(decision, Decision::Allow);\\n} #[tokio::test]\\nasync fn test_policy_denial() { let authz = AuthorizationService::new(); let decision = authz.authorize( \\"user:guest\\", \\"server:delete\\", \\"resource:prod-server\\" ).await; assert_eq!(decision, Decision::Deny);\\n}","breadcrumbs":"Testing » Authorization Tests","id":"1310","title":"Authorization Tests"},"1311":{"body":"#[tokio::test]\\nasync fn test_kms_encryption() { let kms = KmsService::new(); let plaintext = b\\"secret data\\"; let ciphertext = kms.encrypt(plaintext).await.unwrap(); let decrypted = kms.decrypt(&ciphertext).await.unwrap(); assert_eq!(plaintext, decrypted.as_slice());\\n} #[tokio::test]\\nasync fn test_encryption_performance() { let kms = KmsService::new(); let plaintext = vec![0u8; 1024]; // 1KB let start = Instant::now(); kms.encrypt(&plaintext).await.unwrap(); let duration = start.elapsed(); // KMS encryption should complete in < 10ms assert!(duration < Duration::from_millis(10));\\n}","breadcrumbs":"Testing » Encryption Tests","id":"1311","title":"Encryption Tests"},"1312":{"body":"Complete workflow testing from start to finish.","breadcrumbs":"Testing » End-to-End Testing","id":"1312","title":"End-to-End Testing"},"1313":{"body":"#[tokio::test]\\nasync fn test_complete_workflow() { let platform = Platform::start_test_instance().await; // Create infrastructure let cluster_id = platform .create_cluster(test_cluster_config()) .await .unwrap(); // Wait for completion (5 minute timeout) platform .wait_for_cluster(&cluster_id, Duration::from_secs(300)) .await; // Verify cluster health let health = platform.check_cluster_health(&cluster_id).await; assert!(health.is_healthy()); // Cleanup platform.delete_cluster(&cluster_id).await.unwrap();\\n}","breadcrumbs":"Testing » Full Workflow Tests","id":"1313","title":"Full Workflow Tests"},"1314":{"body":"Shared test data and utilities.","breadcrumbs":"Testing » Test Fixtures","id":"1314","title":"Test Fixtures"},"1315":{"body":"// tests/fixtures/mod.rs\\npub fn test_workflow_config() -> WorkflowConfig { WorkflowConfig { name: \\"test-workflow\\".into(), tasks: vec![ Task::new(\\"task1\\", TaskType::CreateServer), Task::new(\\"task2\\", TaskType::InstallService), ], }\\n} pub fn test_server_spec() -> ServerSpec { ServerSpec { name: \\"test-server\\".into(), plan: \\"medium\\".into(), zone: \\"us-east-1a\\".into(), image: \\"ubuntu-24.04\\".into(), }\\n}","breadcrumbs":"Testing » Common Test Fixtures","id":"1315","title":"Common Test Fixtures"},"1316":{"body":"Mock external dependencies for isolated testing.","breadcrumbs":"Testing » Mocking","id":"1316","title":"Mocking"},"1317":{"body":"use mockall::*; #[automock]\\ntrait CloudProvider { async fn create_server(&self, spec: &ServerSpec) -> Result<Server>;\\n} #[tokio::test]\\nasync fn test_with_mock_provider() { let mut mock_provider = MockCloudProvider::new(); mock_provider .expect_create_server() .returning| ( | _ Ok(test_server())); let result = mock_provider.create_server(&test_spec()).await; assert!(result.is_ok());\\n}","breadcrumbs":"Testing » Mock External Services","id":"1317","title":"Mock External Services"},"1318":{"body":"Measure and maintain code coverage.","breadcrumbs":"Testing » Test Coverage","id":"1318","title":"Test Coverage"},"1319":{"body":"# Install tarpaulin\\ncargo install cargo-tarpaulin # Generate HTML coverage report\\ncargo tarpaulin --out Html --output-dir coverage # Generate multiple formats\\ncargo tarpaulin --out Html --out Xml --out Json # View coverage\\nopen coverage/index.html","breadcrumbs":"Testing » Generate Coverage Report","id":"1319","title":"Generate Coverage Report"},"132":{"body":"For Kubernetes clusters: # SSH to control plane\\nprovisioning server ssh <control-hostname> # Check cluster nodes\\nkubectl get nodes # Check system pods\\nkubectl get pods -n kube-system # Check cluster info\\nkubectl cluster-info","breadcrumbs":"Verification » Cluster Health","id":"132","title":"Cluster Health"},"1320":{"body":"Unit tests : Minimum 80% code coverage Integration tests : Minimum 60% component coverage Critical paths : 100% coverage required Security components : 100% coverage required","breadcrumbs":"Testing » Coverage Goals","id":"1320","title":"Coverage Goals"},"1321":{"body":"Benchmark critical operations.","breadcrumbs":"Testing » Performance Testing","id":"1321","title":"Performance Testing"},"1322":{"body":"use criterion::{black_box, criterion_group, criterion_main, Criterion}; fn benchmark_workflow_creation(c: &mut Criterion) { c.bench_function(\\"create_workflow\\", | | b { b.iter| ( | { Workflow::new(black_box(test_config())) }) });\\n} fn benchmark_database_query(c: &mut Criterion) { c.bench_function(\\"query_workflows\\", | | b { b.iter| ( | { db.query_workflows(black_box(&filter)) }) });\\n} criterion_group!(benches, benchmark_workflow_creation, benchmark_database_query);\\ncriterion_main!(benches); Run benchmarks: cargo bench","breadcrumbs":"Testing » Benchmark Tests","id":"1322","title":"Benchmark Tests"},"1323":{"body":"Write tests before or alongside code (TDD approach) Keep tests focused and isolated Use descriptive test names that explain what is tested Clean up test resources (databases, files, containers) Mock external dependencies to avoid flaky tests Test both success and error conditions Maintain shared test fixtures for consistency Run tests in CI/CD pipeline Monitor test execution time (fail if too slow) Refactor tests alongside production code","breadcrumbs":"Testing » Test Best Practices","id":"1323","title":"Test Best Practices"},"1324":{"body":"","breadcrumbs":"Testing » Continuous Testing","id":"1324","title":"Continuous Testing"},"1325":{"body":"Auto-run tests on code changes: # Install cargo-watch\\ncargo install cargo-watch # Watch and run tests\\ncargo watch -x test # Watch specific package\\ncargo watch -x \'test -p provisioning-orchestrator\'","breadcrumbs":"Testing » Watch Mode","id":"1325","title":"Watch Mode"},"1326":{"body":"Run tests automatically before commits: # Install pre-commit hooks\\npre-commit install # Runs on every commit:\\n# - cargo test\\n# - cargo clippy\\n# - cargo fmt --check","breadcrumbs":"Testing » Pre-Commit Testing","id":"1326","title":"Pre-Commit Testing"},"1327":{"body":"Build System - Building and running tests Contributing - Test requirements for contributions API Guide - API testing examples","breadcrumbs":"Testing » Related Documentation","id":"1327","title":"Related Documentation"},"1328":{"body":"Guidelines for contributing to the Provisioning platform including setup, workflow, and best practices.","breadcrumbs":"Contributing » Contributing","id":"1328","title":"Contributing"},"1329":{"body":"","breadcrumbs":"Contributing » Getting Started","id":"1329","title":"Getting Started"},"133":{"body":"","breadcrumbs":"Verification » Platform Services Verification","id":"133","title":"Platform Services Verification"},"1330":{"body":"Install required development tools: # Rust toolchain (latest stable)\\ncurl --proto \'=https\' --tlsv1.2 -sSf [https://sh.rustup.rs](https://sh.rustup.rs) | sh # Nushell shell\\nbrew install nushell # Nickel configuration language\\nbrew install nickel # Just task runner\\nbrew install just # Additional development tools\\ncargo install cargo-watch cargo-tarpaulin cargo-audit","breadcrumbs":"Contributing » Prerequisites","id":"1330","title":"Prerequisites"},"1331":{"body":"Follow these guidelines for all code changes and ensure adherence to the project\'s technical standards. Read applicable language guidelines Create feature branch from main Make changes following project standards Write or update tests Run full test suite and linting Create pull request with clear description","breadcrumbs":"Contributing » Development Workflow","id":"1331","title":"Development Workflow"},"1332":{"body":"","breadcrumbs":"Contributing » Code Style Guidelines","id":"1332","title":"Code Style Guidelines"},"1333":{"body":"Rust code guidelines: Use idiomatic Rust patterns No unwrap() in production code Comprehensive error handling with custom error types Format with cargo fmt Pass cargo clippy -- -D warnings with zero warnings Add inline documentation for public APIs","breadcrumbs":"Contributing » Rust Code","id":"1333","title":"Rust Code"},"1334":{"body":"Nushell code guidelines: Use structured data pipelines Avoid external command dependencies where possible Handle errors gracefully with try-catch Document functions with comments Use type annotations for clarity","breadcrumbs":"Contributing » Nushell Scripts","id":"1334","title":"Nushell Scripts"},"1335":{"body":"Nickel configuration guidelines: Define clear type constraints Use lazy evaluation appropriately Provide default values where sensible Document schema fields Validate schemas with nickel typecheck","breadcrumbs":"Contributing » Nickel Schemas","id":"1335","title":"Nickel Schemas"},"1336":{"body":"All contributions must include appropriate tests:","breadcrumbs":"Contributing » Testing Requirements","id":"1336","title":"Testing Requirements"},"1337":{"body":"Unit tests for all new functions Integration tests for component interactions Security tests for security-related changes Documentation tests for code examples","breadcrumbs":"Contributing » Required Tests","id":"1337","title":"Required Tests"},"1338":{"body":"# Run all tests\\njust test # Run specific test suite\\ncargo test -p provisioning-orchestrator # Run with coverage\\ncargo tarpaulin --out Html","breadcrumbs":"Contributing » Running Tests","id":"1338","title":"Running Tests"},"1339":{"body":"Unit tests: Minimum 80% code coverage Critical paths: 100% coverage Security components: 100% coverage","breadcrumbs":"Contributing » Test Coverage Requirements","id":"1339","title":"Test Coverage Requirements"},"134":{"body":"# Check orchestrator status\\ncurl [http://localhost:5000/health](http://localhost:5000/health) # View orchestrator version\\ncurl [http://localhost:5000/version](http://localhost:5000/version) # List active workflows\\nprovisioning workflow list Expected response: { \\"status\\": \\"healthy\\", \\"version\\": \\"x.x.x\\", \\"uptime\\": \\"2h 15m\\"\\n}","breadcrumbs":"Verification » Orchestrator Service","id":"134","title":"Orchestrator Service"},"1340":{"body":"","breadcrumbs":"Contributing » Documentation","id":"1340","title":"Documentation"},"1341":{"body":"All code changes must include: Inline code documentation for public APIs Updated README if adding new components Examples showing usage Migration guide for breaking changes","breadcrumbs":"Contributing » Required Documentation","id":"1341","title":"Required Documentation"},"1342":{"body":"Documentation standards: Use Markdown for all documentation Code blocks must specify language Keep lines ≤150 characters No bare URLs (use markdown links) Test all code examples","breadcrumbs":"Contributing » Documentation Standards","id":"1342","title":"Documentation Standards"},"1343":{"body":"Use conventional commit format: <type>(<scope>): <subject> <body> <footer> Types: feat: New feature fix: Bug fix docs: Documentation changes test: Adding or updating tests refactor: Code refactoring perf: Performance improvements chore: Maintenance tasks Example: feat(orchestrator): add workflow retry mechanism - Implement exponential backoff strategy\\n- Add max retry configuration option\\n- Update workflow state tracking Closes #123","breadcrumbs":"Contributing » Commit Message Format","id":"1343","title":"Commit Message Format"},"1344":{"body":"","breadcrumbs":"Contributing » Pull Request Process","id":"1344","title":"Pull Request Process"},"1345":{"body":"Update your branch with latest main Run full test suite: just test Run linters: just lint Format code: just fmt Build successfully: just build-all","breadcrumbs":"Contributing » Before Creating PR","id":"1345","title":"Before Creating PR"},"1346":{"body":"## Description\\nBrief description of changes and motivation ## Type of Change\\n- [ ] Bug fix (non-breaking change fixing an issue)\\n- [ ] New feature (non-breaking change adding functionality)\\n- [ ] Breaking change (fix or feature causing existing functionality to change)\\n- [ ] Documentation update ## Testing\\n- [ ] Unit tests added or updated\\n- [ ] Integration tests pass\\n- [ ] Manual testing completed\\n- [ ] Test coverage maintained or improved ## Checklist\\n- [ ] Code follows project style guidelines\\n- [ ] Self-review completed\\n- [ ] Documentation updated\\n- [ ] No new compiler warnings\\n- [ ] Tested on relevant platforms ## Related Issues\\nCloses #<issue-number>","breadcrumbs":"Contributing » PR Description Template","id":"1346","title":"PR Description Template"},"1347":{"body":"All PRs require code review before merging. Reviewers check: Correctness and quality of implementation Test coverage and quality Documentation completeness Adherence to style guidelines Security implications Performance considerations Breaking changes properly documented","breadcrumbs":"Contributing » Code Review","id":"1347","title":"Code Review"},"1348":{"body":"","breadcrumbs":"Contributing » Development Best Practices","id":"1348","title":"Development Best Practices"},"1349":{"body":"Write self-documenting code with clear naming Keep functions focused and single-purpose Avoid premature optimization Use meaningful variable and function names Comment complex logic, not obvious code","breadcrumbs":"Contributing » Code Quality","id":"1349","title":"Code Quality"},"135":{"body":"# Check control center\\ncurl [http://localhost:8080/health](http://localhost:8080/health) # Access web UI\\nopen [http://localhost:8080](http://localhost:8080) # macOS\\nxdg-open [http://localhost:8080](http://localhost:8080) # Linux","breadcrumbs":"Verification » Control Center","id":"135","title":"Control Center"},"1350":{"body":"Use custom error types, not strings Provide context in error messages Handle errors at appropriate level Log errors with sufficient detail Never ignore errors silently","breadcrumbs":"Contributing » Error Handling","id":"1350","title":"Error Handling"},"1351":{"body":"Profile before optimizing Use appropriate data structures Minimize allocations in hot paths Consider async for I/O-bound operations Benchmark performance-critical code","breadcrumbs":"Contributing » Performance","id":"1351","title":"Performance"},"1352":{"body":"Validate all inputs Never log sensitive data Use constant-time comparisons for secrets Follow principle of least privilege Review security guidelines for security-related changes","breadcrumbs":"Contributing » Security","id":"1352","title":"Security"},"1353":{"body":"Need assistance with contributions? Check existing documentation in docs/ Search for similar closed issues and PRs Ask questions in GitHub Discussions Reach out to maintainers","breadcrumbs":"Contributing » Getting Help","id":"1353","title":"Getting Help"},"1354":{"body":"Contributors are recognized in: CONTRIBUTORS.md file Release notes for significant contributions Project documentation acknowledgments Thank you for contributing to the Provisioning platform!","breadcrumbs":"Contributing » Recognition","id":"1354","title":"Recognition"},"1355":{"body":"Complete API documentation for the Provisioning platform, including REST endpoints, CLI commands, and library interfaces.","breadcrumbs":"API Overview » API Reference","id":"1355","title":"API Reference"},"1356":{"body":"The Provisioning platform provides multiple API surfaces for different use cases and integration patterns.","breadcrumbs":"API Overview » Available APIs","id":"1356","title":"Available APIs"},"1357":{"body":"HTTP-based APIs for external integration and programmatic access. REST API Documentation - Complete HTTP endpoint reference with 83+ endpoints Orchestrator API - Workflow execution and task management Control Center API - Platform management and monitoring","breadcrumbs":"API Overview » REST API","id":"1357","title":"REST API"},"1358":{"body":"Native CLI for interactive and scripted operations. CLI Commands Reference - Complete reference for 111+ CLI commands Integration Examples - Common integration patterns and workflows","breadcrumbs":"API Overview » Command-Line Interface","id":"1358","title":"Command-Line Interface"},"1359":{"body":"Internal library APIs for extension development and customization. Nushell Libraries - Core library modules and functions","breadcrumbs":"API Overview » Nushell Libraries","id":"1359","title":"Nushell Libraries"},"136":{"body":"# List registered plugins\\nnu -c \\"plugin list\\" # Verify plugins loaded\\nnu -c \\"plugin use nu_plugin_auth; plugin use nu_plugin_kms; plugin use nu_plugin_orchestrator\\"","breadcrumbs":"Verification » Native Plugins","id":"136","title":"Native Plugins"},"1360":{"body":"","breadcrumbs":"API Overview » API Categories","id":"1360","title":"API Categories"},"1361":{"body":"Manage cloud resources, servers, and infrastructure components. REST Endpoints : Server Management - Create, delete, update, list servers Provider Integration - Cloud provider operations Network Configuration - Network, firewall, routing CLI Commands : provisioning server - Server lifecycle operations provisioning provider - Provider configuration provisioning infrastructure - Infrastructure queries","breadcrumbs":"API Overview » Infrastructure Management","id":"1361","title":"Infrastructure Management"},"1362":{"body":"Deploy and manage infrastructure services and clusters. REST Endpoints : Task Service Deployment - Install, remove, update services Cluster Management - Cluster lifecycle operations Dependency Resolution - Automatic dependency handling CLI Commands : provisioning taskserv - Task service operations provisioning cluster - Cluster management provisioning workflow - Workflow execution","breadcrumbs":"API Overview » Service Orchestration","id":"1362","title":"Service Orchestration"},"1363":{"body":"Execute batch operations and complex workflows. REST Endpoints : Workflow Submission - Submit and track workflows Task Status - Real-time task monitoring Checkpoint Recovery - Resume interrupted workflows CLI Commands : provisioning batch - Batch workflow operations provisioning workflow - Workflow management provisioning orchestrator - Orchestrator control","breadcrumbs":"API Overview » Workflow Automation","id":"1363","title":"Workflow Automation"},"1364":{"body":"Manage configuration across hierarchical layers. REST Endpoints : Configuration Retrieval - Get active configuration Validation - Validate configuration files Schema Queries - Query configuration schemas CLI Commands : provisioning config - Configuration operations provisioning validate - Validation commands provisioning schema - Schema management","breadcrumbs":"API Overview » Configuration Management","id":"1364","title":"Configuration Management"},"1365":{"body":"Manage authentication, authorization, secrets, and encryption. REST Endpoints : Authentication - Login, token management, MFA Authorization - Policy evaluation, permissions Secrets Management - Secret storage and retrieval KMS Operations - Key management and encryption Audit Logging - Security event tracking CLI Commands : provisioning auth - Authentication operations provisioning vault - Secret management provisioning kms - Key management provisioning audit - Audit log queries","breadcrumbs":"API Overview » Security & Authentication","id":"1365","title":"Security & Authentication"},"1366":{"body":"Control platform components and system health. REST Endpoints : Service Health - Health checks and status Service Control - Start, stop, restart services Configuration - Service configuration management Monitoring - Metrics and performance data CLI Commands : provisioning platform - Platform management provisioning service - Service control provisioning health - Health monitoring","breadcrumbs":"API Overview » Platform Services","id":"1366","title":"Platform Services"},"1367":{"body":"","breadcrumbs":"API Overview » API Conventions","id":"1367","title":"API Conventions"},"1368":{"body":"All REST endpoints follow consistent conventions: Authentication : Authorization: Bearer <jwt-token> Request Format : Content-Type: application/json Response Format : { \\"status\\": \\"succes| s error\\", \\"data\\": { ... }, \\"message\\": \\"Human-readable message\\", \\"timestamp\\": \\"2026-01-16T10:30:00Z\\"\\n} Error Responses : { \\"status\\": \\"error\\", \\"error\\": { \\"code\\": \\"ERR_CODE\\", \\"message\\": \\"Error description\\", \\"details\\": { ... } }, \\"timestamp\\": \\"2026-01-16T10:30:00Z\\"\\n}","breadcrumbs":"API Overview » REST API Standards","id":"1368","title":"REST API Standards"},"1369":{"body":"All CLI commands follow consistent patterns: Common Flags : --yes - Skip confirmation prompts --check - Dry-run mode, show what would happen --wait - Wait for operation completion --format jso| n yam| l table - Output format --verbose - Detailed output --quiet - Minimal output Command Structure : provisioning <domain> <action> <resource> [flags] Examples : provisioning server create web-01 --plan medium --yes\\nprovisioning taskserv install kubernetes --cluster prod\\nprovisioning workflow submit deploy.ncl --wait","breadcrumbs":"API Overview » CLI Command Patterns","id":"1369","title":"CLI Command Patterns"},"137":{"body":"","breadcrumbs":"Verification » Security Verification","id":"137","title":"Security Verification"},"1370":{"body":"Nushell library functions follow consistent signatures: Parameter Order : Required positional parameters Optional positional parameters Named parameters (flags) Return Values : Success: Returns data structure (record, table, list) Error: Throws error with structured message Example : def create-server [ name: string # Required: server name --plan: string = \\"medium\\" # Optional: server plan --wait # Optional: wait flag\\n] { # Implementation\\n}","breadcrumbs":"API Overview » Library Function Signatures","id":"1370","title":"Library Function Signatures"},"1371":{"body":"The Provisioning platform uses semantic versioning for APIs: Major version - Breaking changes to API contracts Minor version - Backwards-compatible additions Patch version - Backwards-compatible bug fixes Current API Version : v1.0.0 Version Compatibility : REST API includes version in URL: /api/v1/servers CLI maintains backwards compatibility across minor versions Libraries use semantic import versioning","breadcrumbs":"API Overview » API Versioning","id":"1371","title":"API Versioning"},"1372":{"body":"REST API endpoints implement rate limiting to ensure platform stability: Default Limit : 100 requests per minute per API key Burst Limit : 20 requests per second Headers : Rate limit information in response headers X-RateLimit-Limit: 100\\nX-RateLimit-Remaining: 95\\nX-RateLimit-Reset: 1642334400","breadcrumbs":"API Overview » Rate Limiting","id":"1372","title":"Rate Limiting"},"1373":{"body":"All APIs require authentication except public health endpoints. Supported Methods : JWT Tokens - Primary authentication method API Keys - For service-to-service integration MFA - Multi-factor authentication for sensitive operations Token Management : # Login and obtain token\\nprovisioning auth login --user admin # Use token in requests\\ncurl -H \\"Authorization: Bearer $TOKEN\\" [https://api/v1/servers](https://api/v1/servers) See Authentication Guide for complete details.","breadcrumbs":"API Overview » Authentication","id":"1373","title":"Authentication"},"1374":{"body":"Discover available APIs programmatically: REST API : # Get API specification (OpenAPI)\\ncurl [https://api/v1/openapi.json](https://api/v1/openapi.json) CLI : # List all commands\\nprovisioning help --all # Get command details\\nprovisioning server help Libraries : # List available modules\\nuse lib_provisioning *\\n$nu.scope.commands | where is_custom","breadcrumbs":"API Overview » API Discovery","id":"1374","title":"API Discovery"},"1375":{"body":"REST API Reference - Explore HTTP endpoints CLI Commands - Master command-line tools Integration Examples - See real-world usage patterns Nushell Libraries - Extend the platform","breadcrumbs":"API Overview » Next Steps","id":"1375","title":"Next Steps"},"1376":{"body":"Security Guide - Authentication and authorization details Development Guide - Building with the API Orchestrator Architecture - Workflow engine internals","breadcrumbs":"API Overview » Related Documentation","id":"1376","title":"Related Documentation"},"1377":{"body":"Complete HTTP API documentation for the Provisioning platform covering 83+ endpoints across 9 platform services.","breadcrumbs":"REST API » REST API Reference","id":"1377","title":"REST API Reference"},"1378":{"body":"[https://api.provisioning.local/api/v1](https://api.provisioning.local/api/v1) All endpoints are prefixed with /api/v1 for version compatibility.","breadcrumbs":"REST API » Base URL","id":"1378","title":"Base URL"},"1379":{"body":"All API requests require authentication using JWT Bearer tokens: Authorization: Bearer <your-jwt-token> Obtain tokens via the Authentication API endpoints.","breadcrumbs":"REST API » Authentication","id":"1379","title":"Authentication"},"138":{"body":"# Verify SOPS configuration\\ncat ~/.config/provisioning/.sops.yaml # Test encryption/decryption\\necho \\"test secret\\" > /tmp/test-secret.txt\\nsops -e /tmp/test-secret.txt > /tmp/test-secret.enc\\nsops -d /tmp/test-secret.enc\\nrm /tmp/test-secret.*","breadcrumbs":"Verification » Secrets Management","id":"138","title":"Secrets Management"},"1380":{"body":"All responses follow a consistent structure: Success Response : { \\"status\\": \\"success\\", \\"data\\": { ... }, \\"message\\": \\"Operation completed successfully\\", \\"timestamp\\": \\"2026-01-16T10:30:00Z\\"\\n} Error Response : { \\"status\\": \\"error\\", \\"error\\": { \\"code\\": \\"ERR_CODE\\", \\"message\\": \\"Human-readable error message\\", \\"details\\": { ... } }, \\"timestamp\\": \\"2026-01-16T10:30:00Z\\"\\n}","breadcrumbs":"REST API » Common Response Format","id":"1380","title":"Common Response Format"},"1381":{"body":"Code Meaning Usage 200 OK Successful GET, PUT, PATCH requests 201 Created Successful POST request creating resource 202 Accepted Async operation accepted, check status 204 No Content Successful DELETE request 400 Bad Request Invalid request parameters 401 Unauthorized Missing or invalid authentication 403 Forbidden Valid auth but insufficient permissions 404 Not Found Resource does not exist 409 Conflict Resource conflict (duplicate name, etc.) 429 Too Many Requests Rate limit exceeded 500 Internal Server Error Server error 503 Service Unavailable Service temporarily unavailable","breadcrumbs":"REST API » HTTP Status Codes","id":"1381","title":"HTTP Status Codes"},"1382":{"body":"The platform exposes 9 distinct services with REST APIs: Orchestrator - Workflow execution and task management Control Center - Platform management and monitoring Extension Registry - Extension distribution Auth Service - Authentication and identity Vault Service - Secrets management KMS Service - Key management and encryption Audit Service - Audit logging and compliance Policy Service - Authorization policies Gateway Service - API gateway and routing","breadcrumbs":"REST API » API Services","id":"1382","title":"API Services"},"1383":{"body":"Workflow execution, task scheduling, and state management. Base Path : /api/v1/orchestrator","breadcrumbs":"REST API » Orchestrator API","id":"1383","title":"Orchestrator API"},"1384":{"body":"Submit a new workflow for execution. Endpoint : POST /workflows Request : { \\"name\\": \\"deploy-cluster\\", \\"type\\": \\"cluster\\", \\"operations\\": [ { \\"id\\": \\"create-servers\\", \\"type\\": \\"server\\", \\"action\\": \\"create\\", \\"params\\": { \\"infra\\": \\"my-cluster.ncl\\" } }, { \\"id\\": \\"install-k8s\\", \\"type\\": \\"taskserv\\", \\"action\\": \\"install\\", \\"params\\": { \\"name\\": \\"kubernetes\\" }, \\"dependencies\\": [\\"create-servers\\"] } ], \\"priority\\": \\"normal\\", \\"checkpoint_enabled\\": true\\n} Response : { \\"status\\": \\"success\\", \\"data\\": { \\"workflow_id\\": \\"wf-20260116-abc123\\", \\"state\\": \\"queued\\", \\"created_at\\": \\"2026-01-16T10:30:00Z\\" }\\n}","breadcrumbs":"REST API » Submit Workflow","id":"1384","title":"Submit Workflow"},"1385":{"body":"Retrieve workflow execution status. Endpoint : GET /workflows/{workflow_id} Response : { \\"status\\": \\"success\\", \\"data\\": { \\"workflow_id\\": \\"wf-20260116-abc123\\", \\"name\\": \\"deploy-cluster\\", \\"state\\": \\"running\\", \\"progress\\": { \\"total_tasks\\": 2, \\"completed\\": 1, \\"failed\\": 0, \\"running\\": 1 }, \\"current_task\\": { \\"id\\": \\"install-k8s\\", \\"state\\": \\"running\\", \\"started_at\\": \\"2026-01-16T10:32:00Z\\" }, \\"created_at\\": \\"2026-01-16T10:30:00Z\\", \\"updated_at\\": \\"2026-01-16T10:32:15Z\\" }\\n}","breadcrumbs":"REST API » Get Workflow Status","id":"1385","title":"Get Workflow Status"},"1386":{"body":"List all workflows with optional filtering. Endpoint : GET /workflows Query Parameters : state (optional) - Filter by state: queue| d runnin| g complete| d failed limit (optional) - Maximum results (default: 50, max: 100) offset (optional) - Pagination offset Response : { \\"status\\": \\"success\\", \\"data\\": { \\"workflows\\": [ { \\"workflow_id\\": \\"wf-20260116-abc123\\", \\"name\\": \\"deploy-cluster\\", \\"state\\": \\"running\\", \\"created_at\\": \\"2026-01-16T10:30:00Z\\" } ], \\"total\\": 1, \\"limit\\": 50, \\"offset\\": 0 }\\n}","breadcrumbs":"REST API » List Workflows","id":"1386","title":"List Workflows"},"1387":{"body":"Cancel a running workflow. Endpoint : POST /workflows/{workflow_id}/cancel Response : { \\"status\\": \\"success\\", \\"data\\": { \\"workflow_id\\": \\"wf-20260116-abc123\\", \\"state\\": \\"cancelled\\", \\"cancelled_at\\": \\"2026-01-16T10:35:00Z\\" }\\n}","breadcrumbs":"REST API » Cancel Workflow","id":"1387","title":"Cancel Workflow"},"1388":{"body":"Retrieve logs for a specific task in a workflow. Endpoint : GET /workflows/{workflow_id}/tasks/{task_id}/logs Query Parameters : lines (optional) - Number of lines (default: 100) follow (optional) - Stream logs (SSE) Response : { \\"status\\": \\"success\\", \\"data\\": { \\"task_id\\": \\"install-k8s\\", \\"logs\\": [ { \\"timestamp\\": \\"2026-01-16T10:32:00Z\\", \\"level\\": \\"info\\", \\"message\\": \\"Starting Kubernetes installation\\" }, { \\"timestamp\\": \\"2026-01-16T10:32:15Z\\", \\"level\\": \\"info\\", \\"message\\": \\"Downloading Kubernetes binaries\\" } ] }\\n}","breadcrumbs":"REST API » Get Task Logs","id":"1388","title":"Get Task Logs"},"1389":{"body":"Resume a failed workflow from checkpoint. Endpoint : POST /workflows/{workflow_id}/resume Request : { \\"from_checkpoint\\": \\"create-servers\\", \\"skip_failed\\": false\\n} Response : { \\"status\\": \\"success\\", \\"data\\": { \\"workflow_id\\": \\"wf-20260116-abc123\\", \\"state\\": \\"running\\", \\"resumed_at\\": \\"2026-01-16T10:40:00Z\\" }\\n}","breadcrumbs":"REST API » Resume Workflow","id":"1389","title":"Resume Workflow"},"139":{"body":"# Verify SSH keys exist\\nls -la ~/.ssh/provisioning_* # Test SSH key permissions\\nls -l ~/.ssh/provisioning_* | awk \'{print $1}\'\\n# Should show: -rw------- (600)","breadcrumbs":"Verification » SSH Keys","id":"139","title":"SSH Keys"},"1390":{"body":"Platform management, service control, and monitoring. Base Path : /api/v1/control-center","breadcrumbs":"REST API » Control Center API","id":"1390","title":"Control Center API"},"1391":{"body":"List all platform services and their status. Endpoint : GET /services Response : { \\"status\\": \\"success\\", \\"data\\": { \\"services\\": [ { \\"name\\": \\"orchestrator\\", \\"state\\": \\"running\\", \\"health\\": \\"healthy\\", \\"uptime\\": 86400, \\"version\\": \\"1.0.0\\" }, { \\"name\\": \\"control-center\\", \\"state\\": \\"running\\", \\"health\\": \\"healthy\\", \\"uptime\\": 86400, \\"version\\": \\"1.0.0\\" } ] }\\n}","breadcrumbs":"REST API » List Services","id":"1391","title":"List Services"},"1392":{"body":"Check health status of a specific service. Endpoint : GET /services/{service_name}/health Response : { \\"status\\": \\"success\\", \\"data\\": { \\"service\\": \\"orchestrator\\", \\"health\\": \\"healthy\\", \\"checks\\": { \\"api\\": \\"pass\\", \\"database\\": \\"pass\\", \\"storage\\": \\"pass\\" }, \\"timestamp\\": \\"2026-01-16T10:30:00Z\\" }\\n}","breadcrumbs":"REST API » Get Service Health","id":"1392","title":"Get Service Health"},"1393":{"body":"Start a stopped platform service. Endpoint : POST /services/{service_name}/start Response : { \\"status\\": \\"success\\", \\"data\\": { \\"service\\": \\"orchestrator\\", \\"state\\": \\"starting\\", \\"message\\": \\"Service start initiated\\" }\\n}","breadcrumbs":"REST API » Start Service","id":"1393","title":"Start Service"},"1394":{"body":"Gracefully stop a running service. Endpoint : POST /services/{service_name}/stop Request : { \\"force\\": false, \\"timeout\\": 30\\n} Response : { \\"status\\": \\"success\\", \\"data\\": { \\"service\\": \\"orchestrator\\", \\"state\\": \\"stopped\\", \\"message\\": \\"Service stopped gracefully\\" }\\n}","breadcrumbs":"REST API » Stop Service","id":"1394","title":"Stop Service"},"1395":{"body":"Restart a platform service. Endpoint : POST /services/{service_name}/restart Response : { \\"status\\": \\"success\\", \\"data\\": { \\"service\\": \\"orchestrator\\", \\"state\\": \\"restarting\\", \\"message\\": \\"Service restart initiated\\" }\\n}","breadcrumbs":"REST API » Restart Service","id":"1395","title":"Restart Service"},"1396":{"body":"Retrieve service configuration. Endpoint : GET /services/{service_name}/config Response : { \\"status\\": \\"success\\", \\"data\\": { \\"service\\": \\"orchestrator\\", \\"config\\": { \\"port\\": 8080, \\"max_workers\\": 10, \\"checkpoint_enabled\\": true } }\\n}","breadcrumbs":"REST API » Get Service Configuration","id":"1396","title":"Get Service Configuration"},"1397":{"body":"Update service configuration (requires restart). Endpoint : PUT /services/{service_name}/config Request : { \\"config\\": { \\"max_workers\\": 20 }, \\"restart\\": true\\n} Response : { \\"status\\": \\"success\\", \\"data\\": { \\"service\\": \\"orchestrator\\", \\"config_updated\\": true, \\"restart_required\\": true }\\n}","breadcrumbs":"REST API » Update Service Configuration","id":"1397","title":"Update Service Configuration"},"1398":{"body":"Retrieve platform-wide metrics. Endpoint : GET /metrics Response : { \\"status\\": \\"success\\", \\"data\\": { \\"platform\\": { \\"uptime\\": 86400, \\"version\\": \\"1.0.0\\" }, \\"resources\\": { \\"cpu_usage\\": 45.2, \\"memory_usage\\": 62.8, \\"disk_usage\\": 38.1 }, \\"workflows\\": { \\"total\\": 150, \\"running\\": 5, \\"queued\\": 2, \\"failed\\": 3 }, \\"timestamp\\": \\"2026-01-16T10:30:00Z\\" }\\n}","breadcrumbs":"REST API » Get Platform Metrics","id":"1398","title":"Get Platform Metrics"},"1399":{"body":"Extension distribution, versioning, and discovery. Base Path : /api/v1/registry","breadcrumbs":"REST API » Extension Registry API","id":"1399","title":"Extension Registry API"},"14":{"body":"Before starting, verify you have: Linux, macOS, or Windows with WSL2 Nushell 0.109.1 or newer (nu --version) 2GB+ RAM and 100MB disk space Internet connectivity Cloud account (AWS, UpCloud, Hetzner, or local demo mode) Access credentials or API tokens for cloud provider Missing something? See Prerequisites for detailed instructions.","breadcrumbs":"Getting Started » Prerequisites Checklist","id":"14","title":"Prerequisites Checklist"},"140":{"body":"# Verify user config encryption\\nfile ~/.config/provisioning/user_config.yaml # Should show: SOPS encrypted data or YAML","breadcrumbs":"Verification » Encrypted Configuration","id":"140","title":"Encrypted Configuration"},"1400":{"body":"List available extensions. Endpoint : GET /extensions Query Parameters : type (optional) - Filter by type: provide| r taskser| v cluste| r workflow search (optional) - Search by name or description Response : { \\"status\\": \\"success\\", \\"data\\": { \\"extensions\\": [ { \\"name\\": \\"kubernetes\\", \\"type\\": \\"taskserv\\", \\"version\\": \\"1.29.0\\", \\"description\\": \\"Kubernetes orchestration platform\\", \\"dependencies\\": [\\"containerd\\", \\"etcd\\"] } ], \\"total\\": 1 }\\n}","breadcrumbs":"REST API » List Extensions","id":"1400","title":"List Extensions"},"1401":{"body":"Get detailed information about an extension. Endpoint : GET /extensions/{extension_name} Response : { \\"status\\": \\"success\\", \\"data\\": { \\"name\\": \\"kubernetes\\", \\"type\\": \\"taskserv\\", \\"version\\": \\"1.29.0\\", \\"description\\": \\"Kubernetes orchestration platform\\", \\"dependencies\\": [\\"containerd\\", \\"etcd\\"], \\"versions\\": [\\"1.29.0\\", \\"1.28.5\\", \\"1.27.10\\"], \\"metadata\\": { \\"author\\": \\"Provisioning Team\\", \\"license\\": \\"Apache-2.0\\", \\"homepage\\": \\" [https://kubernetes.io\\"](https://kubernetes.io\\") } }\\n}","breadcrumbs":"REST API » Get Extension Details","id":"1401","title":"Get Extension Details"},"1402":{"body":"Download an extension package. Endpoint : GET /extensions/{extension_name}/download Query Parameters : version (optional) - Specific version (default: latest) Response : Binary OCI image blob","breadcrumbs":"REST API » Download Extension","id":"1402","title":"Download Extension"},"1403":{"body":"Publish a new extension or version. Endpoint : POST /extensions Request : Multipart form data with OCI image Response : { \\"status\\": \\"success\\", \\"data\\": { \\"name\\": \\"kubernetes\\", \\"version\\": \\"1.29.0\\", \\"published_at\\": \\"2026-01-16T10:30:00Z\\" }\\n}","breadcrumbs":"REST API » Publish Extension","id":"1403","title":"Publish Extension"},"1404":{"body":"Authentication, identity management, and MFA. Base Path : /api/v1/auth","breadcrumbs":"REST API » Auth Service API","id":"1404","title":"Auth Service API"},"1405":{"body":"Authenticate user and obtain JWT token. Endpoint : POST /login Request : { \\"username\\": \\"admin\\", \\"password\\": \\"secure-password\\"\\n} Response : { \\"status\\": \\"success\\", \\"data\\": { \\"token\\": \\"eyJhbGciOiJSUzI1NiIsInR5cCI6IkpXVCJ9...\\", \\"refresh_token\\": \\"refresh-token-abc123\\", \\"expires_in\\": 3600, \\"user\\": { \\"id\\": \\"user-123\\", \\"username\\": \\"admin\\", \\"roles\\": [\\"admin\\"] } }\\n}","breadcrumbs":"REST API » Login","id":"1405","title":"Login"},"1406":{"body":"Request MFA challenge for two-factor authentication. Endpoint : POST /mfa/challenge Request : { \\"username\\": \\"admin\\", \\"password\\": \\"secure-password\\"\\n} Response : { \\"status\\": \\"success\\", \\"data\\": { \\"challenge_id\\": \\"challenge-abc123\\", \\"methods\\": [\\"totp\\", \\"webauthn\\"], \\"expires_in\\": 300 }\\n}","breadcrumbs":"REST API » MFA Challenge","id":"1406","title":"MFA Challenge"},"1407":{"body":"Verify MFA code and complete authentication. Endpoint : POST /mfa/verify Request : { \\"challenge_id\\": \\"challenge-abc123\\", \\"method\\": \\"totp\\", \\"code\\": \\"123456\\"\\n} Response : { \\"status\\": \\"success\\", \\"data\\": { \\"token\\": \\"eyJhbGciOiJSUzI1NiIsInR5cCI6IkpXVCJ9...\\", \\"refresh_token\\": \\"refresh-token-abc123\\", \\"expires_in\\": 3600 }\\n}","breadcrumbs":"REST API » MFA Verify","id":"1407","title":"MFA Verify"},"1408":{"body":"Obtain new access token using refresh token. Endpoint : POST /refresh Request : { \\"refresh_token\\": \\"refresh-token-abc123\\"\\n} Response : { \\"status\\": \\"success\\", \\"data\\": { \\"token\\": \\"eyJhbGciOiJSUzI1NiIsInR5cCI6IkpXVCJ9...\\", \\"expires_in\\": 3600 }\\n}","breadcrumbs":"REST API » Refresh Token","id":"1408","title":"Refresh Token"},"1409":{"body":"Invalidate current session and tokens. Endpoint : POST /logout Request : { \\"refresh_token\\": \\"refresh-token-abc123\\"\\n} Response : { \\"status\\": \\"success\\", \\"message\\": \\"Logged out successfully\\"\\n}","breadcrumbs":"REST API » Logout","id":"1409","title":"Logout"},"141":{"body":"","breadcrumbs":"Verification » Troubleshooting Common Issues","id":"141","title":"Troubleshooting Common Issues"},"1410":{"body":"Create a new user account (admin only). Endpoint : POST /users Request : { \\"username\\": \\"developer\\", \\"email\\": \\"[dev@example.com](mailto:dev@example.com)\\", \\"password\\": \\"secure-password\\", \\"roles\\": [\\"developer\\"]\\n} Response : { \\"status\\": \\"success\\", \\"data\\": { \\"user_id\\": \\"user-456\\", \\"username\\": \\"developer\\", \\"created_at\\": \\"2026-01-16T10:30:00Z\\" }\\n}","breadcrumbs":"REST API » Create User","id":"1410","title":"Create User"},"1411":{"body":"List all users (admin only). Endpoint : GET /users Response : { \\"status\\": \\"success\\", \\"data\\": { \\"users\\": [ { \\"user_id\\": \\"user-123\\", \\"username\\": \\"admin\\", \\"email\\": \\"[admin@example.com](mailto:admin@example.com)\\", \\"roles\\": [\\"admin\\"], \\"created_at\\": \\"2026-01-01T00:00:00Z\\" } ], \\"total\\": 1 }\\n}","breadcrumbs":"REST API » List Users","id":"1411","title":"List Users"},"1412":{"body":"Secrets management and dynamic credentials. Base Path : /api/v1/vault","breadcrumbs":"REST API » Vault Service API","id":"1412","title":"Vault Service API"},"1413":{"body":"Store a new secret. Endpoint : POST /secrets Request : { \\"path\\": \\"database/postgres/password\\", \\"data\\": { \\"username\\": \\"dbuser\\", \\"password\\": \\"db-password\\" }, \\"metadata\\": { \\"description\\": \\"PostgreSQL credentials\\" }\\n} Response : { \\"status\\": \\"success\\", \\"data\\": { \\"path\\": \\"database/postgres/password\\", \\"version\\": 1, \\"created_at\\": \\"2026-01-16T10:30:00Z\\" }\\n}","breadcrumbs":"REST API » Store Secret","id":"1413","title":"Store Secret"},"1414":{"body":"Retrieve a stored secret. Endpoint : GET /secrets/{path} Query Parameters : version (optional) - Specific version (default: latest) Response : { \\"status\\": \\"success\\", \\"data\\": { \\"path\\": \\"database/postgres/password\\", \\"version\\": 1, \\"data\\": { \\"username\\": \\"dbuser\\", \\"password\\": \\"db-password\\" }, \\"metadata\\": { \\"description\\": \\"PostgreSQL credentials\\" }, \\"created_at\\": \\"2026-01-16T10:30:00Z\\" }\\n}","breadcrumbs":"REST API » Retrieve Secret","id":"1414","title":"Retrieve Secret"},"1415":{"body":"List all secret paths. Endpoint : GET /secrets Query Parameters : prefix (optional) - Filter by path prefix Response : { \\"status\\": \\"success\\", \\"data\\": { \\"secrets\\": [ { \\"path\\": \\"database/postgres/password\\", \\"versions\\": 1, \\"updated_at\\": \\"2026-01-16T10:30:00Z\\" } ], \\"total\\": 1 }\\n}","breadcrumbs":"REST API » List Secrets","id":"1415","title":"List Secrets"},"1416":{"body":"Delete a secret (soft delete, preserves versions). Endpoint : DELETE /secrets/{path} Response : { \\"status\\": \\"success\\", \\"message\\": \\"Secret deleted successfully\\"\\n}","breadcrumbs":"REST API » Delete Secret","id":"1416","title":"Delete Secret"},"1417":{"body":"Generate temporary credentials for supported backends. Endpoint : POST /dynamic/{backend}/generate Request : { \\"role\\": \\"readonly\\", \\"ttl\\": 3600\\n} Response : { \\"status\\": \\"success\\", \\"data\\": { \\"credentials\\": { \\"username\\": \\"v-readonly-abc123\\", \\"password\\": \\"temporary-password\\" }, \\"ttl\\": 3600, \\"expires_at\\": \\"2026-01-16T11:30:00Z\\" }\\n}","breadcrumbs":"REST API » Generate Dynamic Credentials","id":"1417","title":"Generate Dynamic Credentials"},"1418":{"body":"Key management, encryption, and decryption. Base Path : /api/v1/kms","breadcrumbs":"REST API » KMS Service API","id":"1418","title":"KMS Service API"},"1419":{"body":"Encrypt data using a managed key. Endpoint : POST /encrypt Request : { \\"key_id\\": \\"master-key-01\\", \\"plaintext\\": \\"sensitive data\\", \\"context\\": { \\"purpose\\": \\"config-encryption\\" }\\n} Response : { \\"status\\": \\"success\\", \\"data\\": { \\"ciphertext\\": \\"AQICAHh...\\", \\"key_id\\": \\"master-key-01\\" }\\n}","breadcrumbs":"REST API » Encrypt Data","id":"1419","title":"Encrypt Data"},"142":{"body":"# Check PATH\\necho $PATH | tr \':\' \'\\n\' | grep provisioning # Verify symlink\\nls -l /usr/local/bin/provisioning # Try direct execution\\n/path/to/project-provisioning/provisioning/core/cli/provisioning version","breadcrumbs":"Verification » CLI Not Found","id":"142","title":"CLI Not Found"},"1420":{"body":"Decrypt previously encrypted data. Endpoint : POST /decrypt Request : { \\"ciphertext\\": \\"AQICAHh...\\", \\"context\\": { \\"purpose\\": \\"config-encryption\\" }\\n} Response : { \\"status\\": \\"success\\", \\"data\\": { \\"plaintext\\": \\"sensitive data\\", \\"key_id\\": \\"master-key-01\\" }\\n}","breadcrumbs":"REST API » Decrypt Data","id":"1420","title":"Decrypt Data"},"1421":{"body":"Create a new encryption key. Endpoint : POST /keys Request : { \\"key_id\\": \\"app-key-01\\", \\"algorithm\\": \\"AES-256-GCM\\", \\"metadata\\": { \\"description\\": \\"Application encryption key\\" }\\n} Response : { \\"status\\": \\"success\\", \\"data\\": { \\"key_id\\": \\"app-key-01\\", \\"algorithm\\": \\"AES-256-GCM\\", \\"created_at\\": \\"2026-01-16T10:30:00Z\\" }\\n}","breadcrumbs":"REST API » Create Key","id":"1421","title":"Create Key"},"1422":{"body":"List all encryption keys. Endpoint : GET /keys Response : { \\"status\\": \\"success\\", \\"data\\": { \\"keys\\": [ { \\"key_id\\": \\"master-key-01\\", \\"algorithm\\": \\"AES-256-GCM\\", \\"state\\": \\"enabled\\", \\"created_at\\": \\"2026-01-01T00:00:00Z\\" } ], \\"total\\": 1 }\\n}","breadcrumbs":"REST API » List Keys","id":"1422","title":"List Keys"},"1423":{"body":"Rotate an encryption key. Endpoint : POST /keys/{key_id}/rotate Response : { \\"status\\": \\"success\\", \\"data\\": { \\"key_id\\": \\"master-key-01\\", \\"version\\": 2, \\"rotated_at\\": \\"2026-01-16T10:30:00Z\\" }\\n}","breadcrumbs":"REST API » Rotate Key","id":"1423","title":"Rotate Key"},"1424":{"body":"Audit logging, compliance tracking, and event queries. Base Path : /api/v1/audit","breadcrumbs":"REST API » Audit Service API","id":"1424","title":"Audit Service API"},"1425":{"body":"Query audit events with filtering. Endpoint : GET /logs Query Parameters : user (optional) - Filter by user ID action (optional) - Filter by action type resource (optional) - Filter by resource type start_time (optional) - Start timestamp end_time (optional) - End timestamp limit (optional) - Maximum results (default: 100) Response : { \\"status\\": \\"success\\", \\"data\\": { \\"events\\": [ { \\"event_id\\": \\"evt-abc123\\", \\"timestamp\\": \\"2026-01-16T10:30:00Z\\", \\"user\\": \\"admin\\", \\"action\\": \\"workflow.submit\\", \\"resource\\": \\"wf-20260116-abc123\\", \\"result\\": \\"success\\", \\"metadata\\": { \\"workflow_name\\": \\"deploy-cluster\\" } } ], \\"total\\": 1 }\\n}","breadcrumbs":"REST API » Query Audit Logs","id":"1425","title":"Query Audit Logs"},"1426":{"body":"Export audit logs in various formats. Endpoint : GET /export Query Parameters : format - Export format: jso| n cs| v syslo| g ce| f splunk start_time - Start timestamp end_time - End timestamp Response : File download in requested format","breadcrumbs":"REST API » Export Audit Logs","id":"1426","title":"Export Audit Logs"},"1427":{"body":"Generate compliance report for specific period. Endpoint : GET /compliance Query Parameters : standard - Compliance standard: gdp| r soc| 2 iso27001 start_time - Report start time end_time - Report end time Response : { \\"status\\": \\"success\\", \\"data\\": { \\"standard\\": \\"soc2\\", \\"period\\": { \\"start\\": \\"2026-01-01T00:00:00Z\\", \\"end\\": \\"2026-01-16T23:59:59Z\\" }, \\"controls\\": [ { \\"control_id\\": \\"CC6.1\\", \\"status\\": \\"compliant\\", \\"evidence_count\\": 150 } ], \\"summary\\": { \\"total_controls\\": 10, \\"compliant\\": 9, \\"non_compliant\\": 1 } }\\n}","breadcrumbs":"REST API » Get Compliance Report","id":"1427","title":"Get Compliance Report"},"1428":{"body":"Authorization policy management (Cedar policies). Base Path : /api/v1/policy","breadcrumbs":"REST API » Policy Service API","id":"1428","title":"Policy Service API"},"1429":{"body":"Evaluate authorization request against policies. Endpoint : POST /evaluate Request : { \\"principal\\": \\"User::\\\\\\"admin\\\\\\"\\", \\"action\\": \\"Action::\\\\\\"workflow.submit\\\\\\"\\", \\"resource\\": \\"Workflow::\\\\\\"deploy-cluster\\\\\\"\\", \\"context\\": { \\"time\\": \\"2026-01-16T10:30:00Z\\" }\\n} Response : { \\"status\\": \\"success\\", \\"data\\": { \\"decision\\": \\"allow\\", \\"policies\\": [\\"admin-full-access\\"], \\"diagnostics\\": { \\"reason\\": \\"User has admin role\\" } }\\n}","breadcrumbs":"REST API » Evaluate Policy","id":"1429","title":"Evaluate Policy"},"143":{"body":"# Verify credentials are set\\nprovisioning config show | grep -A5 providers # Test with debug mode\\nprovisioning --debug provider test <provider-name> # Check network connectivity\\nping -c 3 api.upcloud.com # UpCloud\\nping -c 3 ec2.amazonaws.com # AWS","breadcrumbs":"Verification » Provider Authentication Fails","id":"143","title":"Provider Authentication Fails"},"1430":{"body":"Create a new authorization policy. Endpoint : POST /policies Request : { \\"policy_id\\": \\"developer-read-only\\", \\"content\\": \\"permit(principal in Role::\\\\\\"developer\\\\\\", action == Action::\\\\\\"read\\\\\\", resource);\\", \\"description\\": \\"Developers have read-only access\\"\\n} Response : { \\"status\\": \\"success\\", \\"data\\": { \\"policy_id\\": \\"developer-read-only\\", \\"created_at\\": \\"2026-01-16T10:30:00Z\\" }\\n}","breadcrumbs":"REST API » Create Policy","id":"1430","title":"Create Policy"},"1431":{"body":"List all authorization policies. Endpoint : GET /policies Response : { \\"status\\": \\"success\\", \\"data\\": { \\"policies\\": [ { \\"policy_id\\": \\"admin-full-access\\", \\"description\\": \\"Admins have full access\\", \\"created_at\\": \\"2026-01-01T00:00:00Z\\" } ], \\"total\\": 1 }\\n}","breadcrumbs":"REST API » List Policies","id":"1431","title":"List Policies"},"1432":{"body":"Update an existing policy (hot reload). Endpoint : PUT /policies/{policy_id} Request : { \\"content\\": \\"permit(principal in Role::\\\\\\"developer\\\\\\", action == Action::\\\\\\"read\\\\\\", resource);\\"\\n} Response : { \\"status\\": \\"success\\", \\"data\\": { \\"policy_id\\": \\"developer-read-only\\", \\"updated_at\\": \\"2026-01-16T10:30:00Z\\", \\"reloaded\\": true }\\n}","breadcrumbs":"REST API » Update Policy","id":"1432","title":"Update Policy"},"1433":{"body":"Delete an authorization policy. Endpoint : DELETE /policies/{policy_id} Response : { \\"status\\": \\"success\\", \\"message\\": \\"Policy deleted successfully\\"\\n}","breadcrumbs":"REST API » Delete Policy","id":"1433","title":"Delete Policy"},"1434":{"body":"API gateway, routing, and rate limiting. Base Path : /api/v1/gateway","breadcrumbs":"REST API » Gateway Service API","id":"1434","title":"Gateway Service API"},"1435":{"body":"Retrieve current routing configuration. Endpoint : GET /routes Response : { \\"status\\": \\"success\\", \\"data\\": { \\"routes\\": [ { \\"path\\": \\"/api/v1/orchestrator/*\\", \\"target\\": \\" [http://orchestrator:8080\\",](http://orchestrator:8080\\",) \\"methods\\": [\\"GET\\", \\"POST\\", \\"PUT\\", \\"DELETE\\"], \\"auth_required\\": true } ] }\\n}","breadcrumbs":"REST API » Get Route Configuration","id":"1435","title":"Get Route Configuration"},"1436":{"body":"Update gateway routing (hot reload). Endpoint : PUT /routes Request : { \\"routes\\": [ { \\"path\\": \\"/api/v1/custom/*\\", \\"target\\": \\" [http://custom-service:9000\\",](http://custom-service:9000\\",) \\"methods\\": [\\"GET\\", \\"POST\\"], \\"auth_required\\": true } ]\\n} Response : { \\"status\\": \\"success\\", \\"message\\": \\"Routes updated successfully\\"\\n}","breadcrumbs":"REST API » Update Routes","id":"1436","title":"Update Routes"},"1437":{"body":"Retrieve rate limiting configuration. Endpoint : GET /rate-limits Response : { \\"status\\": \\"success\\", \\"data\\": { \\"global\\": { \\"requests_per_minute\\": 100, \\"burst\\": 20 }, \\"per_user\\": { \\"requests_per_minute\\": 60, \\"burst\\": 10 } }\\n}","breadcrumbs":"REST API » Get Rate Limits","id":"1437","title":"Get Rate Limits"},"1438":{"body":"Common error codes returned by the API: Code Description ERR_AUTH_INVALID Invalid authentication credentials ERR_AUTH_EXPIRED Token expired ERR_AUTH_MFA_REQUIRED MFA verification required ERR_FORBIDDEN Insufficient permissions ERR_NOT_FOUND Resource not found ERR_CONFLICT Resource conflict ERR_VALIDATION Invalid request parameters ERR_RATE_LIMIT Rate limit exceeded ERR_WORKFLOW_FAILED Workflow execution failed ERR_SERVICE_UNAVAILABLE Service temporarily unavailable ERR_INTERNAL Internal server error","breadcrumbs":"REST API » Error Codes","id":"1438","title":"Error Codes"},"1439":{"body":"All responses include rate limiting headers: X-RateLimit-Limit: 100\\nX-RateLimit-Remaining: 95\\nX-RateLimit-Reset: 1642334400\\nX-RateLimit-Retry-After: 60","breadcrumbs":"REST API » Rate Limiting Headers","id":"1439","title":"Rate Limiting Headers"},"144":{"body":"# Type-check schema\\nnickel typecheck <schema-file>.ncl # Validate with verbose output\\nprovisioning validate config --verbose # Format Nickel file\\nnickel fmt <schema-file>.ncl","breadcrumbs":"Verification » Nickel Schema Errors","id":"144","title":"Nickel Schema Errors"},"1440":{"body":"List endpoints support pagination using offset-based pagination: Request : GET /api/v1/workflows?limit=50&offset=100 Response includes : { \\"data\\": { ... }, \\"total\\": 500, \\"limit\\": 50, \\"offset\\": 100, \\"has_more\\": true\\n}","breadcrumbs":"REST API » Pagination","id":"1440","title":"Pagination"},"1441":{"body":"Platform supports webhook notifications for async operations: Webhook Payload : { \\"event\\": \\"workflow.completed\\", \\"timestamp\\": \\"2026-01-16T10:30:00Z\\", \\"data\\": { \\"workflow_id\\": \\"wf-20260116-abc123\\", \\"state\\": \\"completed\\" }, \\"signature\\": \\"sha256=abc123...\\"\\n} Configure webhooks via Control Center API.","breadcrumbs":"REST API » Webhooks","id":"1441","title":"Webhooks"},"1442":{"body":"Orchestrator API Details - Deep dive into workflow API Control Center API Details - Platform management details CLI Commands - CLI alternatives to REST API Authentication Guide - Auth implementation details API Examples - Integration examples and patterns","breadcrumbs":"REST API » Related Documentation","id":"1442","title":"Related Documentation"},"1443":{"body":"Complete command-line interface documentation for the Provisioning platform covering 111+ commands across 11 domain modules.","breadcrumbs":"CLI Commands » CLI Commands Reference","id":"1443","title":"CLI Commands Reference"},"1444":{"body":"All commands follow the pattern: provisioning <domain> <action> [resource] [flags] Common Flags (available on most commands): --yes - Skip confirmation prompts (auto-yes) --check - Dry-run mode, show what would happen without executing --wait - Wait for async operations to complete --format <jso| n yam| l table> - Output format (default: table) --verbose - Detailed output with debug information --quiet - Minimal output, errors only --help - Show command help","breadcrumbs":"CLI Commands » Command Structure","id":"1444","title":"Command Structure"},"1445":{"body":"Shortcuts - Single-letter aliases for common domains: provisioning s = provisioning server\\nprovisioning t = provisioning taskserv\\nprovisioning c = provisioning cluster\\nprovisioning w = provisioning workspace\\nprovisioning cfg = provisioning config\\nprovisioning b = provisioning batch Help Navigation - Bi-directional help system: provisioning help server = provisioning server help\\nprovisioning help ws = provisioning workspace help","breadcrumbs":"CLI Commands » Quick Reference","id":"1445","title":"Quick Reference"},"1446":{"body":"The CLI is organized into 11 domain modules: Infrastructure - Server, provider, network management Orchestration - Workflow, batch, task execution Configuration - Config validation and management Workspace - Multi-workspace operations Development - Extensions and customization Utilities - Tools and helpers Generation - Schema and config generation Authentication - Auth, MFA, users Security - Vault, KMS, audit, policies Platform - Service control and monitoring Guides - Interactive documentation","breadcrumbs":"CLI Commands » Domain Modules","id":"1446","title":"Domain Modules"},"1447":{"body":"Manage cloud infrastructure, servers, and resources.","breadcrumbs":"CLI Commands » Infrastructure Commands","id":"1447","title":"Infrastructure Commands"},"1448":{"body":"provisioning server create [NAME] Create a new server or servers from infrastructure configuration. Flags : --infra <file> - Nickel infrastructure file --plan <size> - Server plan (small/medium/large/xlarge) --provider <name> - Cloud provider (upcloud/aws/local) --zone <name> - Availability zone --ssh-key <path> - SSH public key path --tags <key=value> - Server tags (repeatable) --yes - Skip confirmation --check - Dry-run mode --wait - Wait for server creation Examples : # Create server from infrastructure file\\nprovisioning server create --infra my-cluster.ncl --yes --wait # Create single server interactively\\nprovisioning server create web-01 --plan medium --provider upcloud # Check what would be created (dry-run)\\nprovisioning server create --infra cluster.ncl --check provisioning server delete [NAM| E ID] Delete servers. Flags : --all - Delete all servers in current infrastructure --force - Force deletion without cleanup --yes - Skip confirmation Examples : # Delete specific server\\nprovisioning server delete web-01 --yes # Delete all servers\\nprovisioning server delete --all --yes provisioning server list List all servers in the current workspace. Flags : --provider <name> - Filter by provider --state <state> - Filter by state (running/stopped/error) --format <format> - Output format Examples : # List all servers\\nprovisioning server list # List only running servers\\nprovisioning server list --state running --format json provisioning server status [NAM| E ID] Get detailed server status. Examples : provisioning server status web-01\\nprovisioning server status --all provisioning server ssh [NAM| E ID] SSH into a server. Examples : provisioning server ssh web-01\\nprovisioning server ssh web-01 -- \\"systemctl status kubelet\\"","breadcrumbs":"CLI Commands » Server Commands","id":"1448","title":"Server Commands"},"1449":{"body":"provisioning provider list List available cloud providers. provisioning provider validate <NAME> Validate provider configuration and credentials. Examples : provisioning provider validate upcloud\\nprovisioning provider validate aws provisioning provider zones <NAME> List available zones for a provider. Examples : provisioning provider zones upcloud\\nprovisioning provider zones aws --region us-east-1","breadcrumbs":"CLI Commands » Provider Commands","id":"1449","title":"Provider Commands"},"145":{"body":"# Verify SSH key\\nssh-add -l | grep provisioning # Test direct SSH\\nssh -i ~/.ssh/provisioning_rsa root@<server-ip> # Check server status\\nprovisioning server status <hostname>","breadcrumbs":"Verification » Server SSH Fails","id":"145","title":"Server SSH Fails"},"1450":{"body":"Execute workflows, batch operations, and manage tasks.","breadcrumbs":"CLI Commands » Orchestration Commands","id":"1450","title":"Orchestration Commands"},"1451":{"body":"provisioning workflow submit <FILE> Submit a workflow for execution. Flags : --priority <level> - Priority (low/normal/high/critical) --checkpoint - Enable checkpoint recovery --wait - Wait for completion Examples : # Submit workflow and wait\\nprovisioning workflow submit deploy.ncl --wait # Submit with high priority\\nprovisioning workflow submit urgent.ncl --priority high provisioning workflow status <ID> Get workflow execution status. Examples : provisioning workflow status wf-20260116-abc123 provisioning workflow list List workflows. Flags : --state <state> - Filter by state (queued/running/completed/failed) --limit <num> - Maximum results Examples : # List running workflows\\nprovisioning workflow list --state running # List failed workflows\\nprovisioning workflow list --state failed --format json provisioning workflow cancel <ID> Cancel a running workflow. Examples : provisioning workflow cancel wf-20260116-abc123 --yes provisioning workflow resume <ID> Resume a failed workflow from checkpoint. Flags : --from <checkpoint> - Resume from specific checkpoint --skip-failed - Skip failed tasks Examples : # Resume from last checkpoint\\nprovisioning workflow resume wf-20260116-abc123 # Resume from specific checkpoint\\nprovisioning workflow resume wf-20260116-abc123 --from create-servers provisioning workflow logs <ID> View workflow logs. Flags : --task <id> - Show logs for specific task --follow - Stream logs in real-time --lines <num> - Number of lines (default: 100) Examples : # View all workflow logs\\nprovisioning workflow logs wf-20260116-abc123 # Follow logs in real-time\\nprovisioning workflow logs wf-20260116-abc123 --follow # View specific task logs\\nprovisioning workflow logs wf-20260116-abc123 --task install-k8s","breadcrumbs":"CLI Commands » Workflow Commands","id":"1451","title":"Workflow Commands"},"1452":{"body":"provisioning batch submit <FILE> Submit a batch workflow with multiple operations. Flags : --parallel <num> - Maximum parallel operations --wait - Wait for completion Examples : # Submit batch workflow\\nprovisioning batch submit multi-region.ncl --parallel 3 --wait provisioning batch status <ID> Get batch workflow status with progress. provisioning batch monitor <ID> Monitor batch execution in real-time.","breadcrumbs":"CLI Commands » Batch Commands","id":"1452","title":"Batch Commands"},"1453":{"body":"Validate and manage configuration. provisioning config validate Validate current configuration. Flags : --infra <file> - Specific infrastructure file --all - Validate all configuration files Examples : # Validate workspace configuration\\nprovisioning config validate # Validate specific infrastructure\\nprovisioning config validate --infra cluster.ncl provisioning config show Display effective configuration. Flags : --key <path> - Show specific config value --format <format> - Output format Examples : # Show all configuration\\nprovisioning config show # Show specific value\\nprovisioning config show --key paths.base # Export as JSON\\nprovisioning config show --format json > config.json provisioning config reload Reload configuration from files. provisioning config diff Show configuration differences between environments. Flags : --from <env> - Source environment --to <env> - Target environment","breadcrumbs":"CLI Commands » Configuration Commands","id":"1453","title":"Configuration Commands"},"1454":{"body":"Manage isolated workspaces. provisioning workspace init <NAME> Initialize a new workspace. Flags : --template <name> - Workspace template --path <path> - Custom workspace path Examples : # Create workspace from default template\\nprovisioning workspace init my-project # Create from template\\nprovisioning workspace init prod --template production provisioning workspace switch <NAME> Switch to a different workspace. Examples : provisioning workspace switch production\\nprovisioning workspace switch dev provisioning workspace list List all workspaces. Flags : --format <format> - Output format Examples : provisioning workspace list\\nprovisioning workspace list --format json provisioning workspace current Show current active workspace. provisioning workspace delete <NAME> Delete a workspace. Flags : --force - Force deletion without cleanup --yes - Skip confirmation","breadcrumbs":"CLI Commands » Workspace Commands","id":"1454","title":"Workspace Commands"},"1455":{"body":"Develop custom extensions. provisioning extension create <TYPE> <NAME> Create a new extension. Types : provider, taskserv, cluster, workflow Flags : --template <name> - Extension template Examples : # Create new task service\\nprovisioning extension create taskserv my-service # Create new provider\\nprovisioning extension create provider my-cloud --template basic provisioning extension validate <PATH> Validate extension structure and configuration. provisioning extension package <PATH> Package extension for distribution (OCI format). Flags : --version <version> - Extension version --output <path> - Output file path Examples : provisioning extension package ./my-service --version 1.0.0 provisioning extension install <NAM| E PATH> Install an extension from registry or file. Examples : # Install from registry\\nprovisioning extension install kubernetes # Install from local file\\nprovisioning extension install ./my-service.tar.gz provisioning extension list List installed extensions. Flags : --type <type> - Filter by type --available - Show available (not installed)","breadcrumbs":"CLI Commands » Development Commands","id":"1455","title":"Development Commands"},"1456":{"body":"Helper commands and tools. provisioning version Show platform version information. Flags : --check - Check for updates Examples : provisioning version\\nprovisioning version --check provisioning health Check platform health. Flags : --service <name> - Check specific service Examples : # Check all services\\nprovisioning health # Check specific service\\nprovisioning health --service orchestrator provisioning diagnostics Run platform diagnostics. Flags : --output <path> - Save diagnostic report Examples : provisioning diagnostics --output diagnostics.json provisioning setup versions Generate versions file from Nickel schemas. Examples : # Generate /provisioning/core/versions file\\nprovisioning setup versions # Use in shell scripts\\nsource /provisioning/core/versions\\necho \\"Nushell version: $NU_VERSION\\"","breadcrumbs":"CLI Commands » Utility Commands","id":"1456","title":"Utility Commands"},"1457":{"body":"Generate schemas, configurations, and infrastructure code. provisioning generate config <TYPE> Generate configuration templates. Types : workspace, infrastructure, provider Flags : --output <path> - Output file path --format <format> - Output format (nickel/yaml/toml) Examples : # Generate workspace config\\nprovisioning generate config workspace --output config.ncl # Generate infrastructure template\\nprovisioning generate config infrastructure --format nickel provisioning generate schema <NAME> Generate Nickel schema from existing configuration. provisioning generate docs Generate documentation from schemas.","breadcrumbs":"CLI Commands » Generation Commands","id":"1457","title":"Generation Commands"},"1458":{"body":"Manage authentication and user accounts. provisioning auth login Authenticate to the platform. Flags : --user <username> - Username --password <password> - Password (prompt if not provided) --mfa <code> - MFA code Examples : # Interactive login\\nprovisioning auth login --user admin # Login with MFA\\nprovisioning auth login --user admin --mfa 123456 provisioning auth logout Logout and invalidate tokens. provisioning auth token Display or refresh authentication token. Flags : --refresh - Refresh the token provisioning auth user create <USERNAME> Create a new user (admin only). Flags : --email <email> - User email --roles <roles> - Comma-separated roles Examples : provisioning auth user create developer --email [dev@example.com](mailto:dev@example.com) --roles developer,operator provisioning auth user list List all users (admin only). provisioning auth user delete <USERNAME> Delete a user (admin only).","breadcrumbs":"CLI Commands » Authentication Commands","id":"1458","title":"Authentication Commands"},"1459":{"body":"Manage secrets, encryption, audit logs, and policies.","breadcrumbs":"CLI Commands » Security Commands","id":"1459","title":"Security Commands"},"146":{"body":"# Check dependencies\\nprovisioning taskserv dependencies <service> # Verify server has resources\\nprovisioning server ssh <hostname> -- df -h\\nprovisioning server ssh <hostname> -- free -h # Enable debug mode\\nprovisioning --debug taskserv create <service>","breadcrumbs":"Verification » Task Service Installation Fails","id":"146","title":"Task Service Installation Fails"},"1460":{"body":"provisioning vault store <PATH> Store a secret. Flags : --value <value> - Secret value --file <path> - Read value from file Examples : # Store secret interactively\\nprovisioning vault store database/postgres/password # Store from value\\nprovisioning vault store api/key --value \\"secret-value\\" # Store from file\\nprovisioning vault store ssh/key --file ~/.ssh/id_rsa provisioning vault get <PATH> Retrieve a secret. Flags : --version <num> - Specific version --output <path> - Save to file Examples : # Get latest secret\\nprovisioning vault get database/postgres/password # Get specific version\\nprovisioning vault get database/postgres/password --version 2 provisioning vault list List all secret paths. Flags : --prefix <prefix> - Filter by path prefix provisioning vault delete <PATH> Delete a secret.","breadcrumbs":"CLI Commands » Vault Commands","id":"1460","title":"Vault Commands"},"1461":{"body":"provisioning kms encrypt <FILE> Encrypt a file or data. Flags : --key <id> - Key ID --output <path> - Output file Examples : # Encrypt file\\nprovisioning kms encrypt config.yaml --key master-key --output config.enc # Encrypt string\\necho \\"sensitive data\\" | provisioning kms encrypt --key master-key provisioning kms decrypt <FILE> Decrypt encrypted data. Flags : --output <path> - Output file provisioning kms create-key <ID> Create a new encryption key. Flags : --algorithm <algo> - Algorithm (default: AES-256-GCM) provisioning kms list-keys List all encryption keys. provisioning kms rotate-key <ID> Rotate an encryption key.","breadcrumbs":"CLI Commands » KMS Commands","id":"1461","title":"KMS Commands"},"1462":{"body":"provisioning audit query Query audit logs. Flags : --user <user> - Filter by user --action <action> - Filter by action --resource <resource> - Filter by resource --start <time> - Start time --end <time> - End time --limit <num> - Maximum results Examples : # Query recent audit logs\\nprovisioning audit query --limit 100 # Query specific user actions\\nprovisioning audit query --user admin --action workflow.submit # Query time range\\nprovisioning audit query --start \\"2026-01-15\\" --end \\"2026-01-16\\" provisioning audit export Export audit logs. Flags : --format <format> - Export format (json/csv/syslog/cef/splunk) --start <time> - Start time --end <time> - End time --output <path> - Output file Examples : # Export as JSON\\nprovisioning audit export --format json --output audit.json # Export last 7 days as CSV\\nprovisioning audit export --format csv --start \\"7 days ago\\" --output audit.csv provisioning audit compliance Generate compliance report. Flags : --standard <standard> - Compliance standard (gdpr/soc2/iso27001) --start <time> - Report start time --end <time> - Report end time","breadcrumbs":"CLI Commands » Audit Commands","id":"1462","title":"Audit Commands"},"1463":{"body":"provisioning policy create <ID> Create an authorization policy. Flags : --content <cedar> - Cedar policy content --file <path> - Load from file --description <text> - Policy description Examples : # Create from file\\nprovisioning policy create developer-read --file policies/read-only.cedar # Create inline\\nprovisioning policy create admin-full --content \\"permit(principal in Role::\\\\\\"admin\\\\\\", action, resource);\\" provisioning policy list List all authorization policies. provisioning policy evaluate Evaluate a policy decision. Flags : --principal <entity> - Principal entity --action <action> - Action --resource <resource> - Resource Examples : provisioning policy evaluate \\\\ --principal \\"User::\\\\\\"admin\\\\\\"\\" \\\\ --action \\"Action::\\\\\\"workflow.submit\\\\\\"\\" \\\\ --resource \\"Workflow::\\\\\\"deploy\\\\\\"\\" provisioning policy update <ID> Update an existing policy (hot reload). provisioning policy delete <ID> Delete an authorization policy.","breadcrumbs":"CLI Commands » Policy Commands","id":"1463","title":"Policy Commands"},"1464":{"body":"Control platform services. provisioning platform service list List all platform services and status. provisioning platform service start <NAME> Start a platform service. Examples : provisioning platform service start orchestrator provisioning platform service stop <NAME> Stop a platform service. Flags : --force - Force stop without graceful shutdown --timeout <seconds> - Graceful shutdown timeout provisioning platform service restart <NAME> Restart a platform service. provisioning platform service health <NAME> Check service health. provisioning platform metrics Display platform-wide metrics. Flags : --watch - Continuously update metrics","breadcrumbs":"CLI Commands » Platform Commands","id":"1464","title":"Platform Commands"},"1465":{"body":"Access interactive guides and documentation. provisioning guide from-scratch Complete walkthrough from installation to first deployment. provisioning guide update Guide for updating the platform. provisioning guide customize Guide for customizing extensions. provisioning sc Quick reference shortcut guide (fastest). provisioning help [COMMAND] Display help for any command. Examples : # General help\\nprovisioning help # Command-specific help\\nprovisioning help server create\\nprovisioning server create --help # Same result","breadcrumbs":"CLI Commands » Guides Commands","id":"1465","title":"Guides Commands"},"1466":{"body":"provisioning taskserv install <NAME> Install a task service on servers. Flags : --cluster <name> - Target cluster --version <version> - Specific version --servers <names> - Target servers (comma-separated) --wait - Wait for installation --yes - Skip confirmation Examples : # Install Kubernetes on cluster\\nprovisioning taskserv install kubernetes --cluster prod --wait # Install specific version\\nprovisioning taskserv install kubernetes --version 1.29.0 # Install on specific servers\\nprovisioning taskserv install containerd --servers web-01,web-02 provisioning taskserv remove <NAME> Remove a task service. Flags : --cluster <name> - Target cluster --purge - Remove all data --yes - Skip confirmation provisioning taskserv list List installed task services. Flags : --available - Show available (not installed) services provisioning taskserv status <NAME> Get task service status. Examples : provisioning taskserv status kubernetes","breadcrumbs":"CLI Commands » Task Service Commands","id":"1466","title":"Task Service Commands"},"1467":{"body":"provisioning cluster create <NAME> Create a complete cluster from configuration. Flags : --infra <file> - Nickel infrastructure file --type <type> - Cluster type (kubernetes/etcd/postgres) --wait - Wait for creation --yes - Skip confirmation --check - Dry-run mode Examples : # Create Kubernetes cluster\\nprovisioning cluster create prod-k8s --infra k8s-cluster.ncl --wait # Check what would be created\\nprovisioning cluster create staging --infra staging.ncl --check provisioning cluster delete <NAME> Delete a cluster and all resources. Flags : --keep-data - Preserve data volumes --yes - Skip confirmation provisioning cluster list List all clusters. provisioning cluster status <NAME> Get detailed cluster status. Examples : provisioning cluster status prod-k8s provisioning cluster scale <NAME> Scale cluster nodes. Flags : --workers <num> - Number of worker nodes --control-plane <num> - Number of control plane nodes Examples : # Scale workers to 5 nodes\\nprovisioning cluster scale prod-k8s --workers 5","breadcrumbs":"CLI Commands » Cluster Commands","id":"1467","title":"Cluster Commands"},"1468":{"body":"provisioning test quick <TASKSERV> Quick test of a task service in container. Examples : provisioning test quick kubernetes\\nprovisioning test quick postgres provisioning test topology load <NAME> Load a test topology template. provisioning test env create Create a test environment. Flags : --topology <name> - Topology template --services <names> - Services to install provisioning test env list List active test environments. provisioning test env cleanup <ID> Cleanup a test environment.","breadcrumbs":"CLI Commands » Test Commands","id":"1468","title":"Test Commands"},"1469":{"body":"The CLI respects these environment variables: PROVISIONING_WORKSPACE - Override active workspace PROVISIONING_CONFIG - Custom config file path PROVISIONING_LOG_LEVEL - Log level (debug/info/warn/error) PROVISIONING_API_URL - API endpoint URL PROVISIONING_TOKEN - Auth token (overrides login)","breadcrumbs":"CLI Commands » Environment Variables","id":"1469","title":"Environment Variables"},"147":{"body":"Complete verification checklist: # Core tools\\n[x] Nushell 0.109.1+\\n[x] Nickel 1.15.1+\\n[x] SOPS 3.10.2+\\n[x] Age 1.2.1+\\n[x] K9s 0.50.6+ # Configuration\\n[x] User config valid\\n[x] Provider credentials configured\\n[x] Workspace initialized # Provider connectivity\\n[x] Provider API accessible\\n[x] Authentication successful # Infrastructure (if deployed)\\n[x] Servers running\\n[x] SSH connectivity working\\n[x] Task services installed\\n[x] Cluster healthy # Platform services (if running)\\n[x] Orchestrator responsive\\n[x] Control center accessible\\n[x] Plugins registered # Security\\n[x] Secrets encrypted\\n[x] SSH keys secured\\n[x] Configuration protected","breadcrumbs":"Verification » Health Check Checklist","id":"147","title":"Health Check Checklist"},"1470":{"body":"Code Meaning 0 Success 1 General error 2 Invalid usage 3 Configuration error 4 Authentication error 5 Permission denied 6 Resource not found 7 Operation failed 8 Timeout","breadcrumbs":"CLI Commands » Exit Codes","id":"1470","title":"Exit Codes"},"1471":{"body":"Generate shell completion scripts: # Bash\\nprovisioning completion bash > /etc/bash_completion.d/provisioning # Zsh\\nprovisioning completion zsh > ~/.zsh/completion/_provisioning # Fish\\nprovisioning completion fish > ~/.config/fish/completions/provisioning.fish","breadcrumbs":"CLI Commands » Shell Completion","id":"1471","title":"Shell Completion"},"1472":{"body":"REST API Reference - HTTP API alternatives Nushell Libraries - Library functions Integration Examples - Real-world usage patterns Quick Start Guide - Getting started Interactive Guides - In-platform tutorials","breadcrumbs":"CLI Commands » Related Documentation","id":"1472","title":"Related Documentation"},"1473":{"body":"","breadcrumbs":"Nushell Libraries » Nushell Libraries","id":"1473","title":"Nushell Libraries"},"1474":{"body":"","breadcrumbs":"Orchestrator API » Orchestrator API","id":"1474","title":"Orchestrator API"},"1475":{"body":"","breadcrumbs":"Control Center API » Control Center API","id":"1475","title":"Control Center API"},"1476":{"body":"","breadcrumbs":"Examples » Examples","id":"1476","title":"Examples"},"1477":{"body":"Deep dive into Provisioning platform architecture, design principles, and architectural decisions that shape the system.","breadcrumbs":"Architecture Overview » Architecture","id":"1477","title":"Architecture"},"1478":{"body":"The Provisioning platform uses modular, microservice-based architecture for enterprise infrastructure as code across multiple clouds. This section documents foundational architectural decisions and system design that enable: Multi-cloud orchestration across AWS, UpCloud, Hetzner, Kubernetes, and on-premise systems Workspace-first organization with complete infrastructure isolation and multi-tenancy support Type-safe configuration using Nickel language as source of truth Autonomous operations through intelligent detectors and automated incident response Post-quantum security with hybrid encryption protecting against future threats","breadcrumbs":"Architecture Overview » Overview","id":"1478","title":"Overview"},"1479":{"body":"","breadcrumbs":"Architecture Overview » Architecture Documentation","id":"1479","title":"Architecture Documentation"},"148":{"body":"","breadcrumbs":"Verification » Performance Verification","id":"148","title":"Performance Verification"},"1480":{"body":"System Overview - Platform architecture with 12 microservices, 80+ CLI commands, multi-tenancy model, cloud integration Design Principles - Configuration-driven design, workspace isolation, type-safety mandates, autonomous operations, security-first Component Architecture - 12 microservices: Orchestrator, Control-Center, Vault-Service, Extension-Registry, AI-Service, Detector, RAG, MCP-Server, KMS, Platform-Config, Service-Clients Integration Patterns - REST APIs, async message queues, event-driven workflows, service discovery, state management","breadcrumbs":"Architecture Overview » System Understanding","id":"1480","title":"System Understanding"},"1481":{"body":"Architecture Decision Records (ADRs) - 10 decisions: modular CLI, workspace-first design, Nickel type-safety, microservice distribution, communication, post-quantum cryptography, encryption, observability, SLO management, incident automation","breadcrumbs":"Architecture Overview » Architectural Decisions","id":"1481","title":"Architectural Decisions"},"1482":{"body":"","breadcrumbs":"Architecture Overview » Key Architectural Patterns","id":"1482","title":"Key Architectural Patterns"},"1483":{"body":"Decentralized CLI command registration reducing code by 84% Dynamic command discovery and 80+ keyboard shortcuts Extensible architecture supporting custom commands","breadcrumbs":"Architecture Overview » Modular Design (ADR-001)","id":"1483","title":"Modular Design (ADR-001)"},"1484":{"body":"Workspaces as primary organizational unit grouping infrastructure, configs, and state Complete isolation for multi-tenancy and team collaboration Local schema and extension customization per workspace","breadcrumbs":"Architecture Overview » Workspace-First Organization (ADR-002)","id":"1484","title":"Workspace-First Organization (ADR-002)"},"1485":{"body":"Nickel language as source of truth for all infrastructure definitions Mandatory schema validation at parse time (not runtime) Complete migration from KCL with backward compatibility","breadcrumbs":"Architecture Overview » Type-Safe Configuration (ADR-003)","id":"1485","title":"Type-Safe Configuration (ADR-003)"},"1486":{"body":"12 specialized microservices handling specific domains Independent scaling and deployment per service Service communication via REST + async queues","breadcrumbs":"Architecture Overview » Distributed Microservices (ADR-004)","id":"1486","title":"Distributed Microservices (ADR-004)"},"1487":{"body":"Post-quantum cryptography with CRYSTALS-Kyber hybrid encryption Multi-layer encryption: at-rest (KMS), in-transit (TLS 1.3), field-level, end-to-end Centralized secrets management via SecretumVault","breadcrumbs":"Architecture Overview » Security Architecture (ADR-006 & ADR-007)","id":"1487","title":"Security Architecture (ADR-006 & ADR-007)"},"1488":{"body":"Unified observability: Prometheus metrics, ELK logging, Jaeger tracing SLO-driven operations with error budget enforcement Autonomous incident detection and self-healing","breadcrumbs":"Architecture Overview » Observability & Resilience (ADR-008, ADR-009, ADR-010)","id":"1488","title":"Observability & Resilience (ADR-008, ADR-009, ADR-010)"},"1489":{"body":"For implementation details → See provisioning/docs/src/features/ For API documentation → See provisioning/docs/src/api-reference/ For deployment guides → See provisioning/docs/src/operations/ For security details → See provisioning/docs/src/security/ For development → See provisioning/docs/src/development/","breadcrumbs":"Architecture Overview » Navigation","id":"1489","title":"Navigation"},"149":{"body":"# CLI response time\\ntime provisioning version # Provider API response time\\ntime provisioning provider test <provider> # Orchestrator response time\\ntime curl [http://localhost:5000/health](http://localhost:5000/health) Acceptable ranges: CLI commands: <1 second Provider API: <3 seconds Orchestrator API: <100ms","breadcrumbs":"Verification » Response Times","id":"149","title":"Response Times"},"1490":{"body":"Complete architecture of the Provisioning Infrastructure Automation Platform.","breadcrumbs":"System Overview » System Overview","id":"1490","title":"System Overview"},"1491":{"body":"Provisioning uses a 5-layer modular architecture: ┌─────────────────────────────────────────────────────────────┐\\n│ User Interface Layer │\\n│ • CLI (provisioning command) • Web Control Center (UI) │\\n│ • REST API • MCP Server (AI) • Batch Scheduler │\\n└──────────────────────────┬──────────────────────────────────┘ ↓\\n┌─────────────────────────────────────────────────────────────┐\\n│ Core Engine Layer (provisioning/core/) │\\n│ • 211-line CLI dispatcher (84% code reduction) │\\n│ • 476+ configuration accessors (hierarchical) │\\n│ • Provider abstraction (multi-cloud support) │\\n│ • Workspace management system │\\n│ • Infrastructure validation (54+ Nushell libraries) │\\n│ • Secrets management (SOPS + Age integration) │\\n└──────────────────────────┬──────────────────────────────────┘ ↓\\n┌─────────────────────────────────────────────────────────────┐\\n│ Orchestration Layer (provisioning/platform/) │\\n│ • Hybrid Orchestrator (Rust + Nushell) │\\n│ • Workflow execution with checkpoints │\\n│ • Dependency resolver & task scheduler │\\n│ • File-based persistence │\\n│ • REST API endpoints (83+) │\\n│ • State management (SurrealDB) │\\n└──────────────────────────┬──────────────────────────────────┘ ↓\\n┌─────────────────────────────────────────────────────────────┐\\n│ Extension Layer (provisioning/extensions/) │\\n│ • Cloud Providers (UpCloud, AWS, Hetzner, Local) │\\n│ • Task Services (50+ services in 18 categories) │\\n│ • Clusters (9 pre-built cluster templates) │\\n│ • Batch Workflows (automation templates) │\\n│ • Nushell Plugins (10-50x performance gains) │\\n└──────────────────────────┬──────────────────────────────────┘ ↓\\n┌─────────────────────────────────────────────────────────────┐\\n│ Infrastructure Layer │\\n│ • Cloud Resources (servers, networks, storage) │\\n│ • Running Services (Kubernetes, databases, etc.) │\\n│ • State Persistence (SurrealDB, file storage) │\\n│ • Monitoring & Logging (Prometheus, Loki) │\\n└─────────────────────────────────────────────────────────────┘","breadcrumbs":"System Overview » Architecture Layers","id":"1491","title":"Architecture Layers"},"1492":{"body":"","breadcrumbs":"System Overview » Core System Components","id":"1492","title":"Core System Components"},"1493":{"body":"Entry Point : provisioning/core/cli/provisioning Bash wrapper (210 lines) - Minimal bootstrap Routes commands to Nushell dispatcher Loads environment and validates workspace Handles error reporting Key Features : Single entry point Pluggable architecture Support for 111+ commands 80+ shortcuts for productivity","breadcrumbs":"System Overview » 1. CLI Layer (provisioning/core/cli/)","id":"1493","title":"1. CLI Layer (provisioning/core/cli/)"},"1494":{"body":"Structure : 54 Nushell libraries organized by function Main Components : Configuration Management (lib_provisioning/config/) Hierarchical loading : 5-layer precedence system 476+ accessors : Type-safe configuration access Variable interpolation : Template expansion TOML merging : Environment-specific overrides Validation : Schema enforcement Provider Abstraction (lib_provisioning/providers/) Multi-cloud support : UpCloud, AWS, Hetzner, Local Unified interface : Single API for all providers Dynamic loading : Load providers on-demand Credential management : Encrypted credential handling State tracking : Provider-specific state persistence Workspace Management (lib_provisioning/workspace/) Workspace registry : Track all workspaces Switching : Atomic workspace transitions Isolation : Independent state per workspace Configuration loading : Workspace-specific overrides Extensions : Inherit from platform extensions Infrastructure Validation (lib_provisioning/infra_validator/) Schema validation : Nickel contract checking Constraint enforcement : Business rule validation Dependency analysis : Infrastructure dependency graph Type checking : Static type validation Error reporting : Detailed error messages with suggestions Secrets Management (lib_provisioning/secrets/) SOPS integration : Mozilla SOPS for encryption Age encryption : Modern symmetric encryption KMS backends : Cosmian, AWS KMS, local Credential injection : Runtime variable substitution Audit logging : Track secret access Command Utilities (lib_provisioning/cmd/) SSH operations : Remote command execution Batch operations : Parallel command execution Error handling : Structured error reporting Logging : Comprehensive operation logging Retry logic : Automatic retry with backoff","breadcrumbs":"System Overview » 2. Core Engine (provisioning/core/nulib/)","id":"1494","title":"2. Core Engine (provisioning/core/nulib/)"},"1495":{"body":"Technology : Rust + Nushell hybrid 12 Microservices (Rust crates): Service Purpose Key Features orchestrator Workflow execution Scheduler, file persistence, REST API control-center API gateway + auth RBAC, Cedar policies, audit logging control-center-ui Web dashboard Infrastructure view, config management mcp-server AI integration Model Context Protocol, auto-completion vault-service Secrets storage Encryption, KMS, credential injection extension-registry OCI registry Extension distribution, versioning ai-service LLM features Prompt optimization, context awareness detector Anomaly detection Health monitoring, pattern recognition rag Knowledge retrieval Document embedding, semantic search provisioning-daemon Background service Event monitoring, task scheduling platform-config Config management Schema validation, environment handling service-clients API clients SDK for platform services, cloud APIs Detailed Services : Orchestrator (crates/orchestrator/) High-performance scheduler : Rust core File-based persistence : Durable queue Workflow execution : Dependency-aware scheduling Checkpoint recovery : Resume from failures Parallel execution : Multi-task handling State management : Track job status REST API : 9 core endpoints Port : 9090 (health check endpoint) Control Center (crates/control-center/) Authorization engine : Cedar policy enforcement RBAC system : Role-based access control Audit logging : Complete audit trail API gateway : REST API for all operations System configuration : Central configuration management Health monitoring : Real-time system status Control Center UI (crates/control-center-ui/) Web dashboard : Real-time infrastructure view Workflow visualization : Batch job monitoring Configuration management : Web-based configuration Resource explorer : Browse infrastructure Audit viewer : Security audit trail MCP Server (crates/mcp-server/) AI integration : Model Context Protocol support Natural language : Parse infrastructure requests Auto-completion : Intelligent configuration suggestions 7 settings tools : Configuration management via LLM Context-aware : Understand workspace context Vault Service (crates/vault-service/) Secrets backend : Encrypted credential storage KMS integration : Key Management System support SOPS + Age : SOPS encryption backend Credential injection : Secure credential delivery Audit logging : Secret access tracking Extension Registry (crates/extension-registry/) OCI distribution : Container image distribution Extension packaging : Provider/taskserv distribution Version management : Semantic versioning Registry API : Content addressable storage AI Service (crates/ai-service/) LLM integration : Large Language Model support Prompt optimization : Infrastructure request parsing Context awareness : Workspace context enrichment Response generation : Configuration suggestions Detector (crates/detector/) Anomaly detection : System health monitoring Pattern recognition : Infrastructure issue identification Alert generation : Alerting system integration Real-time monitoring : Continuous surveillance Platform Config (crates/platform-config/) Configuration management : Centralized config loading Schema validation : Configuration validation Environment handling : Multi-environment support Default settings : System-wide defaults Provisioning Daemon (crates/provisioning-daemon/) Background service : Continuous operation Event monitoring : System event handling Task scheduling : Background job execution State synchronization : Infrastructure state sync RAG Service (crates/rag/) Retrieval Augmented Generation : Knowledge base integration Document embedding : Semantic search Context retrieval : Intelligent response context Knowledge synthesis : Answer generation Service Clients (crates/service-clients/) API clients : Client SDK for platform services Cloud providers : Multi-cloud provider SDKs Request handling : HTTP/RPC client utilities Connection pooling : Efficient resource management","breadcrumbs":"System Overview » 3. Orchestration Engine (provisioning/platform/)","id":"1495","title":"3. Orchestration Engine (provisioning/platform/)"},"1496":{"body":"Modular infrastructure components : Providers (5 cloud providers) UpCloud - Primary European cloud AWS - Amazon Web Services Hetzner - Baremetal & cloud servers Local - Development environment Demo - Testing & mocking Each provider includes: Nickel schemas for configuration API client implementation Server creation/deletion logic Network management State tracking Task Services (50+ services in 18 categories) Category Services Purpose Container Runtime containerd, crio, podman, crun, youki, runc Container execution Kubernetes kubernetes, etcd, coredns, cilium, flannel, calico Orchestration Storage rook-ceph, local-storage, mayastor, external-nfs Data persistence Databases postgres, redis, mysql, mongodb Data management Networking ip-aliases, proxy, resolv, kms Network services Security webhook, kms, oras, radicle Security services Observability prometheus, grafana, loki, jaeger Monitoring & logging Development gitea, coder, desktop, buildkit Developer tools Hypervisor kvm, qemu, libvirt Virtualization Clusters (9 pre-built templates) web - Web service cluster (nginx + postgres) oci-reg - Container registry git - Git hosting (Gitea) buildkit - Build infrastructure k8s-ha - HA Kubernetes (3 control planes) postgresql - HA PostgreSQL cluster cicd-argocd - GitOps CI/CD cicd-tekton - Tekton pipelines","breadcrumbs":"System Overview » 4. Extensions (provisioning/extensions/)","id":"1496","title":"4. Extensions (provisioning/extensions/)"},"1497":{"body":"What Provisioning Manages : Cloud Resources : VMs, networks, storage Services : Kubernetes, databases, monitoring Applications : Web services, APIs, tools State : Configuration, data, logs Monitoring : Metrics, traces, logs","breadcrumbs":"System Overview » 5. Infrastructure Layer","id":"1497","title":"5. Infrastructure Layer"},"1498":{"body":"Hierarchical 5-Layer System : Precedence (High → Low): 1. Runtime Arguments (CLI flags: --provider upcloud) ↓\\n2. Environment Variables (PROVISIONING_PROVIDER=aws) ↓\\n3. Workspace Config (~workspace/config/provisioning.yaml) ↓\\n4. Environment Defaults (workspace/config/prod-defaults.toml) ↓\\n5. System Defaults (~/.config/provisioning/ + platform defaults) Configuration Languages : Format Purpose Validation Editability Nickel Infrastructure source ✅ Type-safe, contracts Direct TOML Settings, defaults Schema validation Direct YAML User config, metadata Schema validation Direct JSON Exported configs Schema validation Generated Key Features : Lazy evaluation Recursive merging Variable interpolation Constraint checking Automatic validation","breadcrumbs":"System Overview » Configuration System","id":"1498","title":"Configuration System"},"1499":{"body":"SurrealDB Graph Database : Stores complex infrastructure relationships: Nodes:\\n- Servers (compute)\\n- Networks (connectivity)\\n- Storage (persistence)\\n- Services (software)\\n- Workflows (automation) Edges:\\n- Server → Network (connected)\\n- Server → Storage (mounted)\\n- Service → Server (running on)\\n- Workflow → Dependency (depends on) File-Based Persistence : For orchestrator queue and checkpoints: ~/.provisioning/\\n├── state/ # Infrastructure state\\n├── checkpoints/ # Workflow checkpoints\\n├── queue/ # Orchestrator queue\\n└── logs/ # Operational logs","breadcrumbs":"System Overview » State Management","id":"1499","title":"State Management"},"15":{"body":"If you\'re impatient, here\'s the ultra-quick path: # 1. Install (2 minutes)\\ncurl -fsSL [https://provisioning.io/install.sh](https://provisioning.io/install.sh) | sh # 2. Verify installation (30 seconds)\\nprovisioning --version\\nprovisioning status # 3. Create workspace (30 seconds)\\nprovisioning workspace create --name demo # 4. Add cloud provider (1 minute)\\nprovisioning config set --workspace demo \\\\ providers.aws.region us-east-1 \\\\ providers.aws.credentials_source aws_iam # 5. Deploy infrastructure (1 minute)\\nprovisioning deploy --workspace demo \\\\ --config examples/simple-instance.ncl # 6. Verify (30 seconds)\\nprovisioning resource list --workspace demo For detailed walkthrough, see Quick Start .","breadcrumbs":"Getting Started » 5-Minute Quick Start","id":"15","title":"5-Minute Quick Start"},"150":{"body":"# Check system resources\\nhtop # Interactive process viewer # Check disk usage\\ndf -h # Check memory usage\\nfree -h","breadcrumbs":"Verification » Resource Usage","id":"150","title":"Resource Usage"},"1500":{"body":"4-Layer Security Model : Layer Components Features Authentication JWT, sessions, MFA 2FA, TOTP, WebAuthn Authorization Cedar policies, RBAC Fine-grained permissions Encryption AES-256-GCM, TLS At-rest & in-transit Audit Logging, compliance 7-year retention Security Services : JWT token validation Argon2id password hashing Multi-factor authentication Cedar policy enforcement Encrypted credential storage KMS integration (5 backends) Audit logging (5 export formats) Compliance checking (SOC2, GDPR, HIPAA)","breadcrumbs":"System Overview » Security Architecture","id":"1500","title":"Security Architecture"},"1501":{"body":"Modular CLI (84% code reduction): Main CLI: 211 lines (vs. 1,329 before) Command discovery: O(1) dispatcher Lazy loading: Commands loaded on-demand Caching: Configuration cached after first load Orchestrator Performance : Dependency resolution: O(n log n) topological sort Parallel execution: Configurable task limit Checkpoint recovery: Resume from failure point Memory efficient: File-based queue Provider Operations : Batch creation: Parallel server provisioning Bulk operations: Multi-resource transactions State tracking: Efficient state queries Rollback: Atomic operation reversal Nushell Plugins (10-50x speedup): Compiled Rust extensions Direct native code execution Zero-copy data passing Async I/O support","breadcrumbs":"System Overview » Performance Characteristics","id":"1501","title":"Performance Characteristics"},"1502":{"body":"Three Operational Modes : Mode Interaction Configuration Rollback Use Case Interactive TUI Ratatui UI Manual input Automatic Development Headless CLI Command-line Script-driven Manual Automation Unattended CI/CD Non-interactive Configuration file Automatic CI/CD pipelines","breadcrumbs":"System Overview » Deployment Modes","id":"1502","title":"Deployment Modes"},"1503":{"body":"Component Technology Why IaC Language Nickel Type-safe, lazy evaluation, contracts Scripting Nushell 0.109+ Structured data pipelines Performance Rust Zero-cost abstractions, memory safety State SurrealDB Graph database for relationships Encryption SOPS + Age Industry-standard encryption Security Cedar + JWT Policy enforcement + tokens Orchestration Custom Specialized for infrastructure workflows","breadcrumbs":"System Overview » Technology Stack","id":"1503","title":"Technology Stack"},"1504":{"body":"provisioning/\\n├── core/ # CLI engine (Nushell)\\n│ ├── cli/provisioning # Main entry point\\n│ ├── nulib/ # 54 core libraries\\n│ ├── plugins/ # Nushell plugins (Rust)\\n│ └── scripts/ # Utility scripts\\n│\\n├── platform/ # Microservices (Rust)\\n│ ├── crates/ # 12 microservices\\n│ │ ├── orchestrator/ # Workflow scheduler\\n│ │ ├── control-center/ # API gateway + auth\\n│ │ ├── control-center-ui/ # Web dashboard\\n│ │ ├── mcp-server/ # AI integration\\n│ │ ├── vault-service/ # Secrets backend\\n│ │ ├── extension-registry/ # OCI registry\\n│ │ ├── ai-service/ # LLM features\\n│ │ ├── detector/ # Anomaly detection\\n│ │ ├── rag/ # Knowledge retrieval\\n│ │ ├── provisioning-daemon/ # Background service\\n│ │ ├── platform-config/ # Config management\\n│ │ └── service-clients/ # API clients\\n│ └── Cargo.toml # Rust workspace\\n│\\n├── extensions/ # Extensible components\\n│ ├── providers/ # Cloud providers (5)\\n│ ├── taskservs/ # Task services (50+)\\n│ ├── clusters/ # Cluster templates (9)\\n│ └── workflows/ # Automation templates\\n│\\n├── schemas/ # Nickel schemas\\n│ ├── main.ncl # Entry point\\n│ ├── config/ # Configuration schemas\\n│ ├── infrastructure/ # Infrastructure schemas\\n│ ├── operations/ # Operational schemas\\n│ └── [other schemas] # Additional schemas\\n│\\n├── config/ # System configuration\\n│ └── config.defaults.toml # Default settings\\n│\\n├── bootstrap/ # Installation\\n│ ├── install.sh # Bash bootstrap\\n│ └── install.nu # Nushell installer\\n│\\n├── docs/ # Product documentation\\n│ └── src/ # mdBook source\\n│\\n└── README.md # Project overview","breadcrumbs":"System Overview » File Organization","id":"1504","title":"File Organization"},"1505":{"body":"Typical Workflow : User Input ↓\\nCLI Dispatcher (provisioning/core/cli/provisioning) ↓\\nNushell Handler (provisioning/core/nulib/commands/) ↓\\nConfiguration Loading (lib_provisioning/config/) ↓\\nProvider Selection (lib_provisioning/providers/) ↓\\nValidation (lib_provisioning/infra_validator/) ↓\\nOrchestrator Queue (provisioning/platform/orchestrator/) ↓\\nTask Execution (provider + task service) ↓\\nState Update (SurrealDB / file storage) ↓\\nAudit Logging (security system) ↓\\nUser Feedback","breadcrumbs":"System Overview » Component Interaction","id":"1505","title":"Component Interaction"},"1506":{"body":"Provisioning scales from: Solo : 2 CPU cores, 4GB RAM (single instance) MultiUser : 4-8 CPU cores, 8GB RAM (small team) CICD : 8+ CPU cores, 16GB RAM (enterprise) Enterprise : Multi-node Kubernetes (unlimited) Bottlenecks & Solutions : Component Bottleneck Solution Orchestrator Task queue Partition by workspace State SurrealDB Horizontal scaling Providers API rate limits Exponential backoff Storage Disk I/O SSD + caching","breadcrumbs":"System Overview » Scalability","id":"1506","title":"Scalability"},"1507":{"body":"Provisioning integrates with: Kubernetes API - Cluster management Cloud Provider APIs - Resource provisioning SOPS + Age - Secrets encryption Prometheus - Metrics collection Cedar - Policy enforcement SurrealDB - State persistence MCP - AI integration KMS - Key management (Cosmian, AWS, local)","breadcrumbs":"System Overview » Integration Points","id":"1507","title":"Integration Points"},"1508":{"body":"Fault Tolerance : Checkpoint recovery - Resume from failure Automatic rollback - Revert failed operations Retry logic - Exponential backoff Health checks - Continuous monitoring Backup & restore - Data protection High Availability : Multi-node orchestrator Database replication Service redundancy Load balancing Failover automation","breadcrumbs":"System Overview » Reliability Features","id":"1508","title":"Reliability Features"},"1509":{"body":"Design Principles Component Architecture Integration Patterns","breadcrumbs":"System Overview » Related Documentation","id":"1509","title":"Related Documentation"},"151":{"body":"Once verification is complete: Workspace Management - Manage multiple workspaces Nickel Guide - Master infrastructure-as-code Batch Workflows - Multi-cloud orchestration","breadcrumbs":"Verification » Next Steps","id":"151","title":"Next Steps"},"1510":{"body":"Core principles guiding Provisioning architecture and development.","breadcrumbs":"Design Principles » Design Principles","id":"1510","title":"Design Principles"},"1511":{"body":"Principle : Workspaces are the default organizational unit for ALL infrastructure work. Why : Explicit project isolation Prevent accidental cross-project modifications Independent credential management Clear configuration boundaries Team collaboration enablement Application : Every workspace has independent state Workspace switching is atomic Configuration per workspace Extensions inherited from platform Code Example : # Workspace-enforced workflow\\nprovisioning workspace init my-project\\nprovisioning workspace switch my-project # This command requires active workspace\\nprovisioning server create --name web-01 Impact : All commands validate active workspace before execution.","breadcrumbs":"Design Principles » 1. Workspace-First Design","id":"1511","title":"1. Workspace-First Design"},"1512":{"body":"Principle : ALL configurations MUST be type-safe. Validation is NEVER optional. Why : Catch errors at configuration time Prevent runtime failures Enable IDE support (LSP) Enforce consistency Reduce deployment risk Application : Nickel is source of truth (NOT TOML) Type contracts on ALL schemas Gradual typing not allowed Validation in ALL profiles (dev, prod, cicd) Static analysis before deployment Code Example : # Type-safe infrastructure definition\\n{ name : String = \\"server-01\\" plan : | [ \'small, \'medium, \'large | ] = \'medium zone : String = \\"de-fra1\\" backup_enabled : Bool = false\\n} | ServerContract Impact : Type errors caught before infrastructure changes.","breadcrumbs":"Design Principles » 2. Type-Safety Mandatory","id":"1512","title":"2. Type-Safety Mandatory"},"1513":{"body":"Principle : Configuration is the source of truth. Hardcoded values are forbidden. Why : Enable environment-specific behavior Support multiple deployment modes Allow runtime reconfiguration Audit configuration changes Team collaboration Application : 5-layer configuration hierarchy 476+ configuration accessors Variable interpolation Environment-specific overrides Schema validation Code Example : # Configuration drives behavior\\nprovisioning server create --plan $(config.server.default_plan) # Environment-specific configs\\nPROVISIONING_ENV=prod provisioning server create Forbidden : # ❌ WRONG - Hardcoded values\\nlet server_plan = \\"medium\\" # ✅ RIGHT - Configuration-driven\\nlet server_plan = (config.server.plan) Impact : Single codebase supports all environments.","breadcrumbs":"Design Principles » 3. Configuration-Driven, Never Hardcoded","id":"1513","title":"3. Configuration-Driven, Never Hardcoded"},"1514":{"body":"Principle : Provider-agnostic interfaces enable multi-cloud deployments. Why : Avoid vendor lock-in Reuse infrastructure code Support multiple cloud strategies Easy provider switching Application : Unified provider interface Abstract resource definitions Provider-specific implementation Automatic provider selection Code Example : # Provider-agnostic configuration\\n{ servers = [ { name = \\"web-01\\" plan = \\"medium\\" # Abstract plan size provider = \\"upcloud\\" # Swappable provider } ]\\n} Impact : Same Nickel schema deploys to UpCloud, AWS, or Hetzner.","breadcrumbs":"Design Principles » 4. Multi-Cloud Abstraction","id":"1514","title":"4. Multi-Cloud Abstraction"},"1515":{"body":"Principle : Components are loosely coupled, independently deployable. Why : Easy to add features Support custom extensions Avoid monolithic growth Enable community contributions Flexible deployment options Application : 54 core Nushell libraries 111+ CLI commands in 7 domains 50+ task services 5 cloud providers 9 cluster templates Pluggable provider interface Impact : Add features without modifying core system.","breadcrumbs":"Design Principles » 5. Modular, Extensible Architecture","id":"1515","title":"5. Modular, Extensible Architecture"},"1516":{"body":"Principle : Rust for performance-critical components, Nushell for orchestration. Why : Rust : Type safety, zero-cost abstractions, performance Nushell : Structured data, productivity, easy automation Hybrid : Best of both worlds Application : Core CLI: Bash wrapper → Nushell dispatcher Orchestrator: Rust scheduler + Nushell task execution Libraries: Nushell for business logic Performance: Rust plugins for 10-50x speedup Impact : Fast, type-safe, productive infrastructure automation.","breadcrumbs":"Design Principles » 6. Hybrid Rust + Nushell","id":"1516","title":"6. Hybrid Rust + Nushell"},"1517":{"body":"Principle : Infrastructure relationships tracked via SurrealDB graph. Why : Model complex infrastructure relationships Query relationships efficiently Track dependencies Support rollback via state history Audit trail Application : SurrealDB for relationship queries File-based persistence for queue Event-driven state updates Checkpoint-based recovery Example Relationships : Server → Network (connected to)\\nServer → Storage (mounts)\\nCluster → Service (runs)\\nWorkflow → Dependency (depends on) Impact : Complex infrastructure relationships handled gracefully.","breadcrumbs":"Design Principles » 7. State Management via Graph Database","id":"1517","title":"7. State Management via Graph Database"},"1518":{"body":"Principle : Security is built-in, not bolted-on. Why : Enterprise compliance Data protection Access control Audit trails Threat detection Application : 4-layer security model (auth, authz, encryption, audit) JWT authentication Cedar policy enforcement AES-256-GCM encryption 7-year audit retention MFA support (TOTP, WebAuthn) Impact : Enterprise-grade security by default.","breadcrumbs":"Design Principles » 8. Security-First Design","id":"1518","title":"8. Security-First Design"},"1519":{"body":"Principle : Simple for common cases, powerful for advanced use cases. Why : Low barrier to entry Professional productivity Advanced features available Avoid overwhelming users Gradual learning curve Application : Simple : Interactive TUI installer Productive : CLI with 80+ shortcuts Powerful : Batch workflows, policies Advanced : Custom extensions, hooks Impact : All skill levels supported.","breadcrumbs":"Design Principles » 9. Progressive Disclosure","id":"1519","title":"9. Progressive Disclosure"},"152":{"body":"Post-installation configuration and system setup for the Provisioning platform.","breadcrumbs":"Setup Overview » Setup & Configuration","id":"152","title":"Setup & Configuration"},"1520":{"body":"Principle : Detect issues early, provide recovery mechanisms. Why : Prevent invalid deployments Enable safe recovery Minimize blast radius Audit failures for learning Application : Validation before execution Checkpoint-based recovery Automatic rollback on failure Detailed error messages Retry with exponential backoff Code Example : # Validate before deployment\\nprovisioning validate config --strict # Dry-run to check impact\\nprovisioning --check server create # Safe rollback on failure\\nprovisioning workflow rollback --to-checkpoint Impact : Safe infrastructure changes with confidence.","breadcrumbs":"Design Principles » 10. Fail-Fast, Recover Gracefully","id":"1520","title":"10. Fail-Fast, Recover Gracefully"},"1521":{"body":"Principle : All operations traceable, all changes auditable. Why : Compliance & regulation Troubleshooting Security investigation Team accountability Historical analysis Application : Comprehensive audit logging 5 export formats (JSON, YAML, CSV, syslog, CloudWatch) Structured log entries Operation tracing Resource change tracking Impact : Complete visibility into infrastructure changes.","breadcrumbs":"Design Principles » 11. Observable & Auditable","id":"1521","title":"11. Observable & Auditable"},"1522":{"body":"Principle : Reliability features are standard, not optional. Why : Production requirements Minimize downtime Data protection Business continuity Trust & confidence Application : Checkpoint recovery Automatic rollback Health monitoring Backup & restore Multi-node deployment Service redundancy Impact : Enterprise-grade reliability standard.","breadcrumbs":"Design Principles » 12. No Shortcuts on Reliability","id":"1522","title":"12. No Shortcuts on Reliability"},"1523":{"body":"Key decisions documenting rationale: ADR Decision Rationale ADR-011 Nickel Migration Type-safety over KCL flexibility ADR-010 Config Strategy 5-layer hierarchy over flat config ADR-009 SurrealDB Graph relationships over relational ADR-008 Modular CLI 80+ shortcuts over verbose commands ADR-007 Workspace-First Isolation over global state ADR-006 Hybrid Architecture Rust + Nushell for best of both","breadcrumbs":"Design Principles » Architectural Decision Records (ADRs)","id":"1523","title":"Architectural Decision Records (ADRs)"},"1524":{"body":"Decision Gain Cost Type-Safety Fewer errors Learning curve Config Hierarchy Flexibility Complexity Workspace Isolation Safety Duplication Modular CLI Discoverability No single command SurrealDB Relationships Resource overhead Validation Strict Safety Fast iteration friction","breadcrumbs":"Design Principles » Design Trade-offs","id":"1524","title":"Design Trade-offs"},"1525":{"body":"System Overview Component Architecture Integration Patterns","breadcrumbs":"Design Principles » Related Documentation","id":"1525","title":"Related Documentation"},"1526":{"body":"Detailed architecture of each major Provisioning component.","breadcrumbs":"Component Architecture » Component Architecture","id":"1526","title":"Component Architecture"},"1527":{"body":"User Interface ├─ CLI (Nushell dispatcher) ├─ Web Dashboard (Control Center UI) ├─ REST API (Control Center) └─ MCP Server (AI Integration) ↓\\nCore Engine (54 Nushell libraries) ├─ Configuration Management ├─ Provider Abstraction ├─ Workspace Management ├─ Infrastructure Validation ├─ Secrets Management └─ Command Utilities ↓\\nPlatform Services (12 Rust microservices) ├─ Orchestrator (Workflow execution) ├─ Control Center (API + Auth) ├─ Control Center UI (Web dashboard) ├─ MCP Server (AI integration) ├─ Vault Service (Secrets backend) ├─ Extension Registry (OCI distribution) ├─ AI Service (LLM features) ├─ Detector (Anomaly detection) ├─ RAG (Knowledge retrieval) ├─ Provisioning Daemon (Background service) ├─ Platform Config (Configuration management) └─ Service Clients (API clients) ↓\\nExtensions (Modular infrastructure) ├─ Providers (5 cloud providers) ├─ Task Services (50+ services) ├─ Clusters (9 templates) └─ Workflows (Automation) ↓\\nInfrastructure (Running resources) ├─ Cloud Compute ├─ Networks & Storage ├─ Services └─ Monitoring","breadcrumbs":"Component Architecture » Core Components Map","id":"1527","title":"Core Components Map"},"1528":{"body":"Location : provisioning/core/cli/","breadcrumbs":"Component Architecture » 1. CLI Layer","id":"1528","title":"1. CLI Layer"},"1529":{"body":"Bash wrapper that: Detects Nushell installation Loads environment variables Validates workspace requirement Routes command to dispatcher Handles error reporting","breadcrumbs":"Component Architecture » Main Entry Point (provisioning)","id":"1529","title":"Main Entry Point (provisioning)"},"153":{"body":"After installation, setup configures your system and prepares workspaces for infrastructure deployment. Setup encompasses three critical phases: Initial Setup - Environment detection, dependency verification, directory creation Workspace Setup - Create workspaces, configure providers, initialize schemas Configuration - Provider credentials, system settings, profiles, validation This process validates prerequisites, detects your environment, and bootstraps your first workspace.","breadcrumbs":"Setup Overview » Overview","id":"153","title":"Overview"},"1530":{"body":"Location : provisioning/core/nulib/main_provisioning/dispatcher.nu Supports: 111+ commands across 7 domains 80+ shortcuts for productivity Bi-directional help (help workspace / workspace help) Dynamic loading of command modules","breadcrumbs":"Component Architecture » Command Dispatcher","id":"1530","title":"Command Dispatcher"},"1531":{"body":"","breadcrumbs":"Component Architecture » 2. Core Engine Components","id":"1531","title":"2. Core Engine Components"},"1532":{"body":"Location : provisioning/core/nulib/lib_provisioning/config/ Key Features : Load merged configuration from 5 layers 476+ accessors for config values Variable interpolation & TOML merging Schema validation Configuration caching","breadcrumbs":"Component Architecture » Configuration Management","id":"1532","title":"Configuration Management"},"1533":{"body":"Location : provisioning/core/nulib/lib_provisioning/providers/ Supported Providers (5): UpCloud - Primary European cloud AWS - Amazon Web Services Hetzner - Baremetal & cloud Local - Development environment Demo - Testing & mocking Features : Unified cloud provider interface Dynamic provider loading Credential management Provider state tracking","breadcrumbs":"Component Architecture » Provider Abstraction","id":"1533","title":"Provider Abstraction"},"1534":{"body":"Location : provisioning/core/nulib/lib_provisioning/workspace/ Responsibilities : Workspace registry tracking Atomic workspace switching Configuration isolation Extension inheritance State management Workspace Registry : workspaces: active: \\"my-project\\" registry: my-project: path: ~/.provisioning/workspaces/workspace_my_project created: 2026-01-16T10:30:00Z template: default","breadcrumbs":"Component Architecture » Workspace Management","id":"1534","title":"Workspace Management"},"1535":{"body":"Location : provisioning/core/nulib/lib_provisioning/infra_validator/ Validation Stages : Syntax check - Valid Nickel syntax Type check - Type correctness Schema check - Matches expected schema Constraint check - Business rule validation Dependency check - Infrastructure dependencies Security check - Security policies","breadcrumbs":"Component Architecture » Infrastructure Validation","id":"1535","title":"Infrastructure Validation"},"1536":{"body":"Location : provisioning/core/nulib/lib_provisioning/secrets/ Backends : SOPS + Age (default) Cosmian KMS (enterprise) AWS KMS (AWS) Local KMS (development)","breadcrumbs":"Component Architecture » Secrets Management","id":"1536","title":"Secrets Management"},"1537":{"body":"","breadcrumbs":"Component Architecture » 3. Platform Services","id":"1537","title":"3. Platform Services"},"1538":{"body":"Location : provisioning/platform/crates/orchestrator/ Technology : Rust + Nushell Key Features : High-performance workflow execution File-based persistence Checkpoint recovery Parallel execution with dependencies REST API (83+ endpoints) Priority-based task scheduling State Persistence : ~/.provisioning/\\n├── queue/ # Task queue\\n├── checkpoints/ # Workflow checkpoints\\n└── state/ # Infrastructure state","breadcrumbs":"Component Architecture » Orchestrator","id":"1538","title":"Orchestrator"},"1539":{"body":"Location : provisioning/platform/crates/control-center/ Technology : Rust (Axum) Features : JWT authentication Cedar policy authorization RBAC system Audit logging REST API for all operations Authorization Model : User roles (admin, user, viewer) Fine-grained permissions Cedar policy enforcement Attribute-based access control","breadcrumbs":"Component Architecture » Control Center","id":"1539","title":"Control Center"},"154":{"body":"Get up and running in 3 commands: # 1. Complete initial setup (detects system, creates dirs, validates dependencies)\\nprovisioning setup initial # 2. Create first workspace (for your infrastructure)\\nprovisioning workspace create --name production # 3. Add cloud provider credentials (AWS, UpCloud, Hetzner, etc.)\\nprovisioning config set --workspace production \\\\ extensions.providers.aws.enabled true \\\\ extensions.providers.aws.config.region us-east-1 # 4. Verify configuration is valid\\nprovisioning validate config","breadcrumbs":"Setup Overview » Quick Setup","id":"154","title":"Quick Setup"},"1540":{"body":"Location : provisioning/platform/crates/control-center-ui/ Features : Real-time infrastructure view Workflow visualization Configuration management Resource monitoring Audit log viewer","breadcrumbs":"Component Architecture » Control Center UI","id":"1540","title":"Control Center UI"},"1541":{"body":"Location : provisioning/platform/crates/mcp-server/ Technology : Rust Features : AI-powered assistance via MCP Natural language command parsing Auto-completion of configurations 7 configuration tools for LLM Context-aware recommendations","breadcrumbs":"Component Architecture » MCP Server","id":"1541","title":"MCP Server"},"1542":{"body":"Location : provisioning/platform/crates/vault-service/ Features : Encrypted credential storage KMS integration (5 backends) SOPS + Age encryption Secure credential injection Audit logging for secret access","breadcrumbs":"Component Architecture » Vault Service","id":"1542","title":"Vault Service"},"1543":{"body":"Location : provisioning/platform/crates/extension-registry/ Features : OCI-compliant distribution Provider/taskserv packaging Semantic version management Content addressable storage Registry API endpoints","breadcrumbs":"Component Architecture » Extension Registry","id":"1543","title":"Extension Registry"},"1544":{"body":"Location : provisioning/platform/crates/ai-service/ Features : LLM integration platform Infrastructure request parsing Workspace context enrichment Configuration suggestion generation Multi-provider LLM support","breadcrumbs":"Component Architecture » AI Service","id":"1544","title":"AI Service"},"1545":{"body":"Location : provisioning/platform/crates/detector/ Features : System health monitoring Anomaly pattern detection Infrastructure issue identification Real-time surveillance Alerting system integration","breadcrumbs":"Component Architecture » Detector","id":"1545","title":"Detector"},"1546":{"body":"Location : provisioning/platform/crates/rag/ Features : Retrieval Augmented Generation Document semantic embedding Knowledge base integration Context-aware answer generation Multi-source knowledge synthesis","breadcrumbs":"Component Architecture » RAG Service","id":"1546","title":"RAG Service"},"1547":{"body":"Location : provisioning/platform/crates/provisioning-daemon/ Features : Background service operation System event monitoring Background job execution Infrastructure state synchronization Event-driven architecture","breadcrumbs":"Component Architecture » Provisioning Daemon","id":"1547","title":"Provisioning Daemon"},"1548":{"body":"Location : provisioning/platform/crates/platform-config/ Features : Centralized configuration loading Schema-based validation Multi-environment support System-wide default settings Configuration hot-reload support","breadcrumbs":"Component Architecture » Platform Config","id":"1548","title":"Platform Config"},"1549":{"body":"Location : provisioning/platform/crates/service-clients/ Features : Platform service client SDKs Cloud provider API clients HTTP/RPC request handling Connection pooling and management Retry logic and error handling","breadcrumbs":"Component Architecture » Service Clients","id":"1549","title":"Service Clients"},"155":{"body":"The setup system automatically: System Detection - Detects OS (Linux, macOS, Windows), CPU architecture, RAM, disk space Dependency Verification - Validates Nushell, Nickel, SOPS, Age, K9s installation Directory Structure - Creates ~/.provisioning/, ~/.config/provisioning/, workspace directories Configuration Creation - Initializes default configuration, security settings, profiles Workspace Bootstrap - Creates default workspace with basic configuration Health Checks - Validates installation, runs diagnostic tests All steps are logged and can be verified with provisioning status.","breadcrumbs":"Setup Overview » Setup Process Explained","id":"155","title":"Setup Process Explained"},"1550":{"body":"","breadcrumbs":"Component Architecture » 4. Extension Components","id":"1550","title":"4. Extension Components"},"1551":{"body":"Location : provisioning/extensions/providers/ Structure : providers/\\n├── upcloud/ # UpCloud provider\\n├── aws/ # AWS provider\\n├── hetzner/ # Hetzner provider\\n├── local/ # Local dev provider\\n├── demo/ # Demo/test provider\\n└── prov_lib/ # Shared utilities Provider Interface : Create/delete resources List resources Query resource status Network/storage management Credential validation","breadcrumbs":"Component Architecture » Providers","id":"1551","title":"Providers"},"1552":{"body":"Location : provisioning/extensions/taskservs/ 50+ Services in 18 categories: Container runtimes (containerd, podman, crio) Kubernetes (etcd, coredns, cilium, calico) Storage (rook-ceph, mayastor, nfs) Databases (postgres, redis, mongodb) Networking (ip-aliases, proxy, kms) Security (webhook, kms, oras) Observability (prometheus, grafana, loki) Development (gitea, coder, buildkit) Hypervisor (kvm, qemu, libvirt)","breadcrumbs":"Component Architecture » Task Services","id":"1552","title":"Task Services"},"1553":{"body":"Location : provisioning/extensions/clusters/ 9 Pre-built Templates : web - Web service cluster oci-reg - Container registry git - Git hosting (Gitea) buildkit - Build infrastructure k8s-ha - HA Kubernetes postgresql - HA PostgreSQL cicd-argocd - GitOps CI/CD cicd-tekton - Tekton pipelines","breadcrumbs":"Component Architecture » Clusters","id":"1553","title":"Clusters"},"1554":{"body":"","breadcrumbs":"Component Architecture » 5. Configuration Layer","id":"1554","title":"5. Configuration Layer"},"1555":{"body":"Location : provisioning/schemas/ Structure (27 directories): schemas/\\n├── main.ncl # Entry point\\n├── lib/ # Utilities\\n├── config/ # Settings\\n├── infrastructure/ # Servers, networks\\n├── operations/ # Workflows\\n├── deployment/ # Kubernetes\\n├── services/ # Service defs\\n└── versions.ncl # Tool versions 3-File Pattern : contracts.ncl - Type definitions defaults.ncl - Default values main.ncl - Entry point + makers","breadcrumbs":"Component Architecture » Nickel Schemas","id":"1555","title":"Nickel Schemas"},"1556":{"body":"CLI ├─ Configuration ├─ Workspace ├─ Validation ├─ Secrets └─ Providers Providers └─ Orchestrator Orchestrator ├─ Task Services ├─ Control Center └─ State Manager Control Center ├─ Authorization ├─ Audit Logging └─ State Manager","breadcrumbs":"Component Architecture » Component Dependencies","id":"1556","title":"Component Dependencies"},"1557":{"body":"","breadcrumbs":"Component Architecture » Communication Patterns","id":"1557","title":"Communication Patterns"},"1558":{"body":"CLI → Orchestrator → Provider → Cloud API","breadcrumbs":"Component Architecture » Synchronous (Request-Response)","id":"1558","title":"Synchronous (Request-Response)"},"1559":{"body":"CLI → Orchestrator (queue) → [Background execution]","breadcrumbs":"Component Architecture » Asynchronous (Queue)","id":"1559","title":"Asynchronous (Queue)"},"156":{"body":"","breadcrumbs":"Setup Overview » Setup Configuration Guides","id":"156","title":"Setup Configuration Guides"},"1560":{"body":"Provider Event → Orchestrator → State Update → Control Center → Monitoring","breadcrumbs":"Component Architecture » Event-Driven","id":"1560","title":"Event-Driven"},"1561":{"body":"System Overview Design Principles Integration Patterns","breadcrumbs":"Component Architecture » Related Documentation","id":"1561","title":"Related Documentation"},"1562":{"body":"Design patterns for extending and integrating with Provisioning.","breadcrumbs":"Integration Patterns » Integration Patterns","id":"1562","title":"Integration Patterns"},"1563":{"body":"Pattern : Add a new cloud provider to Provisioning.","breadcrumbs":"Integration Patterns » 1. Provider Integration Pattern","id":"1563","title":"1. Provider Integration Pattern"},"1564":{"body":"Pattern : Add infrastructure component.","breadcrumbs":"Integration Patterns » 2. Task Service Integration Pattern","id":"1564","title":"2. Task Service Integration Pattern"},"1565":{"body":"Pattern : Create pre-configured cluster template.","breadcrumbs":"Integration Patterns » 3. Cluster Template Pattern","id":"1565","title":"3. Cluster Template Pattern"},"1566":{"body":"Pattern : Create automation workflow for complex operations.","breadcrumbs":"Integration Patterns » 4. Batch Workflow Pattern","id":"1566","title":"4. Batch Workflow Pattern"},"1567":{"body":"Pattern : Create custom Nushell library.","breadcrumbs":"Integration Patterns » 5. Custom Extension Pattern","id":"1567","title":"5. Custom Extension Pattern"},"1568":{"body":"Pattern : Define fine-grained access control via Cedar.","breadcrumbs":"Integration Patterns » 6. Authorization Policy Pattern","id":"1568","title":"6. Authorization Policy Pattern"},"1569":{"body":"Pattern : Trigger Provisioning from external systems.","breadcrumbs":"Integration Patterns » 7. Webhook Integration","id":"1569","title":"7. Webhook Integration"},"157":{"body":"Initial Setup - First-time system setup: detection, validation, directory creation, default configuration, health checks. Workspace Setup - Create and initialize workspaces: creation, provider configuration, schema management, local customization. Configuration Management - Configure system: providers, credentials, profiles, environment variables, validation rules.","breadcrumbs":"Setup Overview » Starting Fresh","id":"157","title":"Starting Fresh"},"1570":{"body":"Pattern : Export metrics and logs to monitoring systems.","breadcrumbs":"Integration Patterns » 8. Monitoring Integration","id":"1570","title":"8. Monitoring Integration"},"1571":{"body":"Pattern : Use Provisioning in automated pipelines.","breadcrumbs":"Integration Patterns » 9. CI/CD Integration","id":"1571","title":"9. CI/CD Integration"},"1572":{"body":"Pattern : Add AI-powered tool via MCP.","breadcrumbs":"Integration Patterns » 10. MCP Tool Integration","id":"1572","title":"10. MCP Tool Integration"},"1573":{"body":"","breadcrumbs":"Integration Patterns » Integration Scenarios","id":"1573","title":"Integration Scenarios"},"1574":{"body":"Deploy across UpCloud, AWS, and Hetzner in single workflow.","breadcrumbs":"Integration Patterns » Multi-Cloud Deployment","id":"1574","title":"Multi-Cloud Deployment"},"1575":{"body":"Git changes trigger infrastructure updates via webhooks.","breadcrumbs":"Integration Patterns » GitOps Workflow","id":"1575","title":"GitOps Workflow"},"1576":{"body":"Non-technical users request infrastructure via natural language.","breadcrumbs":"Integration Patterns » Self-Service Deployment","id":"1576","title":"Self-Service Deployment"},"1577":{"body":"Use type-safe Nickel schemas Implement proper error handling Log all operations for audit trails Test extensions before production Document configuration & usage Version extensions independently Support backward compatibility Validate inputs & encrypt credentials","breadcrumbs":"Integration Patterns » Best Practices","id":"1577","title":"Best Practices"},"1578":{"body":"System Overview Component Architecture Design Principles","breadcrumbs":"Integration Patterns » Related Documentation","id":"1578","title":"Related Documentation"},"1579":{"body":"This section contains Architecture Decision Records (ADRs) documenting key architectural decisions and their rationale for the Provisioning platform.","breadcrumbs":"ADRs » Architecture Decision Records","id":"1579","title":"Architecture Decision Records"},"158":{"body":"Pre-configured setup profiles for different use cases:","breadcrumbs":"Setup Overview » Setup Profiles","id":"158","title":"Setup Profiles"},"1580":{"body":"","breadcrumbs":"ADRs » ADR Index","id":"1580","title":"ADR Index"},"1581":{"body":"ADR-001: Modular CLI Architecture - Decentralized CLI registration reducing code by 84%, 80+ keyboard shortcuts, dynamic subcommands. ADR-002: Workspace-First Architecture - Workspaces as primary organizational unit with isolation boundaries. ADR-003: Nickel as Source of Truth - Nickel for type-safe configuration, mandatory validation, KCL migration. ADR-004: 12-Microservice Architecture - Distributed microservices for independent scaling and deployment. ADR-005: Service Communication - HTTP REST for sync operations, message queues for async, pub/sub for events.","breadcrumbs":"ADRs » Core Architecture Decisions","id":"1581","title":"Core Architecture Decisions"},"1582":{"body":"ADR-006: Post-Quantum Cryptography - Hybrid encryption: CRYSTALS-Kyber, SPHINCS+, Falcon with AES-256 fallback. ADR-007: Multi-Layer Data Encryption - Encryption at-rest, in-transit, field-level, with key rotation policies.","breadcrumbs":"ADRs » Security and Cryptography","id":"1582","title":"Security and Cryptography"},"1583":{"body":"ADR-008: Unified Observability Stack - Prometheus metrics, ELK Stack, Jaeger distributed tracing. ADR-009: SLO and Error Budget Management - Service Level Objectives with automatic remediation on SLO violations. ADR-010: Automated Incident Response - Autonomous detection, automatic remediation, escalation, chaos engineering.","breadcrumbs":"ADRs » Operations and Observability","id":"1583","title":"Operations and Observability"},"1584":{"body":"Each ADR follows this structure: Status : Accepted, Proposed, Deprecated, Superseded Context : Problem statement and constraints Decision : The chosen approach Consequences : Benefits and trade-offs Alternatives : Other options considered References : Related ADRs and external docs","breadcrumbs":"ADRs » Decision Format","id":"1584","title":"Decision Format"},"1585":{"body":"ADRs document the \\"why\\" behind architectural choices: Modular CLI - Scales command set without monolithic registration Workspace-First - Isolates infrastructure and supports multi-tenancy Nickel Source of Truth - Ensures type-safe configuration and prevents runtime errors Microservice Distribution - Enables independent scaling and deployment Communication Protocol - Balances synchronous needs with async event processing Post-Quantum Crypto - Protects against future quantum computing threats Multi-Layer Encryption - Defense in depth against data breaches Observability - Enables rapid troubleshooting and performance analysis SLO Management - Aligns infrastructure quality with business objectives Incident Automation - Reduces MTTR and improves system resilience","breadcrumbs":"ADRs » Rationale for ADRs","id":"1585","title":"Rationale for ADRs"},"1586":{"body":"These ADRs interact with: Platform Documentation - See provisioning/docs/src/architecture/ Features - See provisioning/docs/src/features/ for implementation details Development Guides - See provisioning/docs/src/development/ for extending systems Security Documentation - See provisioning/docs/src/security/ for compliance details Operations Guides - See provisioning/docs/src/operations/ for deployment procedures","breadcrumbs":"ADRs » Cross-References","id":"1586","title":"Cross-References"},"1587":{"body":"Real-world infrastructure as code examples demonstrating Provisioning across multi-cloud, Kubernetes, security, and operational scenarios.","breadcrumbs":"Examples Overview » Examples","id":"1587","title":"Examples"},"1588":{"body":"This section contains production-ready examples showing how to: Deploy infrastructure from basic single-cloud to complex multi-cloud environments Orchestrate Kubernetes clusters with Provisioning automation Implement security patterns including encryption, secrets management, and compliance Build custom workflows for specialized infrastructure operations Handle disaster recovery with backup strategies and failover procedures Optimize costs through resource analysis and right-sizing Migrate legacy systems from traditional infrastructure to cloud-native architectures Test infrastructure as code with validation, policy checks, and integration tests All examples use Nickel for type-safe configuration and are designed as learning resources and templates for your own deployments.","breadcrumbs":"Examples Overview » Overview","id":"1588","title":"Overview"},"1589":{"body":"","breadcrumbs":"Examples Overview » Quick Start Examples","id":"1589","title":"Quick Start Examples"},"159":{"body":"provisioning setup profile --profile developer\\n# Configures for local development with demo provider","breadcrumbs":"Setup Overview » Developer Profile","id":"159","title":"Developer Profile"},"1590":{"body":"Basic Setup - Single-cloud with networking, compute, storage - perfect starting point E-Commerce Platform - Multi-tier application across AWS and UpCloud with load balancing, databases","breadcrumbs":"Examples Overview » Basic Infrastructure Setup","id":"1590","title":"Basic Infrastructure Setup"},"1591":{"body":"Multi-Cloud Deployment - Deploy across AWS, UpCloud, Hetzner with provider abstraction Kubernetes Deployment - Kubernetes clusters, workloads, networking, operators via Nickel Machine Learning Infrastructure Training clusters, GPU resources, features, inference services Hybrid Cloud Setup - Hub-and-spoke architecture connecting on-premise and cloud","breadcrumbs":"Examples Overview » Multi-Cloud Deployments","id":"1591","title":"Multi-Cloud Deployments"},"1592":{"body":"Disaster Recovery Drills - Database failover, complete infrastructure failover, backup recovery testing procedures. FinOps Cost Governance - Budget frameworks, cost monitoring, chargeback models, and cost optimization strategies. Legacy System Migration - Zero-downtime migration with gradual traffic cutover (5% → 100%).","breadcrumbs":"Examples Overview » Operational Examples","id":"1592","title":"Operational Examples"},"1593":{"body":"Batch Workflow Orchestration - DAG scheduling, parallel execution, conditional logic, error handling. Advanced Networking - Load balancing, service mesh, DNS management, zero-trust architecture. GitOps Infrastructure Deployment - GitHub Actions, automated reconciliation, drift detection, audit trails. Secrets Rotation Strategy - Passwords, API keys, certificates with zero-downtime rotation.","breadcrumbs":"Examples Overview » Advanced Patterns","id":"1593","title":"Advanced Patterns"},"1594":{"body":"Compliance and Audit - SOC2, GDPR, HIPAA, PCI-DSS compliance with audit logging. Security Examples - Encryption, authentication, MFA, secrets management, and audit patterns. Infrastructure as Code Testing - Syntax validation, schema checks, policy compliance, unit and integration tests.","breadcrumbs":"Examples Overview » Security and Compliance","id":"1594","title":"Security and Compliance"},"1595":{"body":"AWS Deployment Guide - EC2, RDS, S3, VPC, Load Balancers, IAM with cost optimization. UpCloud Deployment Guide - Compute, Storage, Networking, Backups with managed services. Hetzner Deployment Guide - Dedicated servers, cloud infrastructure, networking with cost efficiency. Kubernetes Examples - Deployments, StatefulSets, DaemonSets, Jobs, Custom Resources, Operators.","breadcrumbs":"Examples Overview » Cloud Provider Specific","id":"1595","title":"Cloud Provider Specific"},"1596":{"body":"Terraform to Nickel Migration - Convert existing Terraform HCL to Nickel type-safe configuration with validation examples. KCL to Nickel Migration - Upgrade from deprecated KCL to Nickel with schema examples and best practices.","breadcrumbs":"Examples Overview » Configuration and Migration","id":"1596","title":"Configuration and Migration"},"1597":{"body":"Each example follows this structure: example-name.md\\n├── Overview - What this example demonstrates\\n├── Prerequisites - Required setup\\n├── Architecture Diagram - Visual representation\\n├── Nickel Configuration - Complete, runnable configuration\\n├── Deployment Steps - Command-by-command instructions\\n├── Verification - How to validate deployment\\n├── Troubleshooting - Common issues and solutions\\n└── Next Steps - How to extend or customize","breadcrumbs":"Examples Overview » Example Organization","id":"1597","title":"Example Organization"},"1598":{"body":"","breadcrumbs":"Examples Overview » Learning Paths","id":"1598","title":"Learning Paths"},"1599":{"body":"Start with Basic Setup Read Real-World Scenario Try Kubernetes Deployment","breadcrumbs":"Examples Overview » I\'m new to Provisioning","id":"1599","title":"I\'m new to Provisioning"},"16":{"body":"","breadcrumbs":"Getting Started » Installation Methods","id":"16","title":"Installation Methods"},"160":{"body":"provisioning setup profile --profile production\\n# Configures for production with security hardening","breadcrumbs":"Setup Overview » Production Profile","id":"160","title":"Production Profile"},"1600":{"body":"Review Multi-Cloud Deployment Study Hybrid Cloud Setup Implement Advanced Networking","breadcrumbs":"Examples Overview » I need multi-cloud infrastructure","id":"1600","title":"I need multi-cloud infrastructure"},"1601":{"body":"Start with Legacy System Migration Add Terraform Migration if applicable Set up GitOps Deployment","breadcrumbs":"Examples Overview » I need to migrate existing infrastructure","id":"1601","title":"I need to migrate existing infrastructure"},"1602":{"body":"Implement Compliance and Audit Set up Disaster Recovery Deploy Cost Governance Configure Secrets Rotation","breadcrumbs":"Examples Overview » I need enterprise features","id":"1602","title":"I need enterprise features"},"1603":{"body":"All examples are self-contained and can be: Copied into your workspace and adapted Extended with additional resources and customizations Tested using Provisioning\'s validation framework Deployed directly via provisioning apply Use them as templates, learning resources, or reference implementations for your own infrastructure.","breadcrumbs":"Examples Overview » Copy and Customize","id":"1603","title":"Copy and Customize"},"1604":{"body":"Configuration Guide → See provisioning/docs/src/infrastructure/nickel-guide.md API Reference → See provisioning/docs/src/api-reference/ Development → See provisioning/docs/src/development/ Operations → See provisioning/docs/src/operations/","breadcrumbs":"Examples Overview » Related Documentation","id":"1604","title":"Related Documentation"},"1605":{"body":"Simple infrastructure setup examples for getting started with the Provisioning platform.","breadcrumbs":"Basic Setup » Basic Setup","id":"1605","title":"Basic Setup"},"1606":{"body":"Deploy a simple web server with UpCloud: # workspace/infra/web-server.ncl\\n{ servers = [ { name = \\"web-01\\", provider = \'upcloud, plan = \'medium, zone = \\"fi-hel1\\", storage = [ {size_gb = 50, type = \'ssd} ] } ]\\n} Deploy: provisioning workspace create basic-web\\ncd basic-web\\ncp ../examples/web-server.ncl infra/ provisioning deploy --workspace basic-web --yes","breadcrumbs":"Basic Setup » Single Server Deployment","id":"1606","title":"Single Server Deployment"},"1607":{"body":"Web frontend, application backend, database: { servers = [ {name = \\"web-01\\", provider = \'upcloud, plan = \'small, zone = \\"fi-hel1\\"}, {name = \\"app-01\\", provider = \'upcloud, plan = \'medium, zone = \\"fi-hel1\\"}, {name = \\"db-01\\", provider = \'upcloud, plan = \'large, zone = \\"fi-hel1\\", storage = [{size_gb = 100, type = \'ssd}]}, ], task_services = [ {name = \\"nginx\\", target = \\"web-01\\"}, {name = \\"nodejs\\", target = \\"app-01\\"}, {name = \\"postgresql\\", target = \\"db-01\\"}, ]\\n}","breadcrumbs":"Basic Setup » Three-Tier Application","id":"1607","title":"Three-Tier Application"},"1608":{"body":"Local development stack with Docker: { servers = [ {name = \\"dev-local\\", provider = \'local, plan = \'medium} ], task_services = [ {name = \\"docker\\"}, {name = \\"postgresql\\"}, {name = \\"redis\\"}, ]\\n}","breadcrumbs":"Basic Setup » Development Environment","id":"1608","title":"Development Environment"},"1609":{"body":"Quick Start First Deployment","breadcrumbs":"Basic Setup » References","id":"1609","title":"References"},"161":{"body":"provisioning setup profile --custom\\n# Interactive setup with customization","breadcrumbs":"Setup Overview » Custom Profile","id":"161","title":"Custom Profile"},"1610":{"body":"Deploy infrastructure across multiple cloud providers for redundancy and geographic distribution.","breadcrumbs":"Multi-Cloud » Multi-Cloud Examples","id":"1610","title":"Multi-Cloud Examples"},"1611":{"body":"UpCloud primary in Europe, AWS backup in US: { servers = [ # Primary (UpCloud EU) {name = \\"web-eu\\", provider = \'upcloud, zone = \\"fi-hel1\\", plan = \'medium}, {name = \\"db-eu\\", provider = \'upcloud, zone = \\"fi-hel1\\", plan = \'large}, # Backup (AWS US) {name = \\"web-us\\", provider = \'aws, zone = \\"us-east-1a\\", plan = \'t3.medium}, {name = \\"db-us\\", provider = \'aws, zone = \\"us-east-1a\\", plan = \'m5.large}, ], replication = { enabled = true, pairs = [ {primary = \\"db-eu\\", standby = \\"db-us\\", mode = \'async} ] }\\n}","breadcrumbs":"Multi-Cloud » Primary-Backup Configuration","id":"1611","title":"Primary-Backup Configuration"},"1612":{"body":"Deploy to multiple regions for low latency: { servers = [ {name = \\"web-eu\\", provider = \'upcloud, zone = \\"fi-hel1\\"}, {name = \\"web-us\\", provider = \'aws, zone = \\"us-west-2a\\"}, {name = \\"web-asia\\", provider = \'aws, zone = \\"ap-southeast-1a\\"}, ], load_balancing = { global = true, geo_routing = true }\\n}","breadcrumbs":"Multi-Cloud » Geographic Distribution","id":"1612","title":"Geographic Distribution"},"1613":{"body":"Multi-Cloud Deployment Guide Providers","breadcrumbs":"Multi-Cloud » References","id":"1613","title":"References"},"1614":{"body":"Deploy production-ready Kubernetes clusters with the Provisioning platform.","breadcrumbs":"Kubernetes Deployment » Kubernetes Deployment Examples","id":"1614","title":"Kubernetes Deployment Examples"},"1615":{"body":"3-node cluster with Cilium CNI: { task_services = [ { name = \\"kubernetes\\", config = { control_plane = {nodes = 3, plan = \'medium}, workers = [{name = \\"default\\", nodes = 3, plan = \'large}], networking = { cni = \'cilium, pod_cidr = \\"10.42.0.0/16\\", service_cidr = \\"10.43.0.0/16\\" } } } ]\\n}","breadcrumbs":"Kubernetes Deployment » Basic Kubernetes Cluster","id":"1615","title":"Basic Kubernetes Cluster"},"1616":{"body":"Kubernetes with Rook-Ceph storage: { task_services = [ { name = \\"kubernetes\\", config = { control_plane = {nodes = 3, plan = \'medium}, workers = [ {name = \\"general\\", nodes = 5, plan = \'large}, {name = \\"storage\\", nodes = 3, plan = \'xlarge, storage = [{size_gb = 500, type = \'ssd}]} ], networking = {cni = \'cilium} } }, { name = \\"rook-ceph\\", config = { storage_nodes = [\\"storage-0\\", \\"storage-1\\", \\"storage-2\\"], osd_per_device = 1 } } ]\\n}","breadcrumbs":"Kubernetes Deployment » Production Cluster with Storage","id":"1616","title":"Production Cluster with Storage"},"1617":{"body":"Task Services Clusters","breadcrumbs":"Kubernetes Deployment » References","id":"1617","title":"References"},"1618":{"body":"Build complex deployment workflows with dependency management and parallel execution.","breadcrumbs":"Custom Workflows » Custom Workflow Examples","id":"1618","title":"Custom Workflow Examples"},"1619":{"body":"{ workflows = [{ name = \\"app-deployment\\", steps = [ {name = \\"provision-infrastructure\\", type = \'provision}, {name = \\"install-kubernetes\\", type = \'task, depends_on = [\\"provision-infrastructure\\"]}, {name = \\"deploy-application\\", type = \'task, depends_on = [\\"install-kubernetes\\"]}, {name = \\"configure-monitoring\\", type = \'task, depends_on = [\\"deploy-application\\"]} ] }]\\n}","breadcrumbs":"Custom Workflows » Multi-Stage Deployment","id":"1619","title":"Multi-Stage Deployment"},"162":{"body":"Setup creates this directory structure: ~/.provisioning/\\n├── workspaces/ # Workspace data\\n├── cache/ # Build and dependency cache\\n├── plugins/ # Installed Nushell plugins\\n└── detectors/ # Custom detectors ~/.config/provisioning/\\n├── config.toml # Main configuration\\n├── providers/ # Provider credentials\\n├── secrets/ # Encrypted secrets (via SOPS)\\n└── profiles/ # Setup profiles","breadcrumbs":"Setup Overview » Directory Structure Created","id":"162","title":"Directory Structure Created"},"1620":{"body":"{ workflows = [{ name = \\"global-rollout\\", steps = [ {name = \\"deploy-eu\\", type = \'task}, {name = \\"deploy-us\\", type = \'task}, {name = \\"deploy-asia\\", type = \'task}, {name = \\"configure-dns\\", type = \'configure, depends_on = [\\"deploy-eu\\", \\"deploy-us\\", \\"deploy-asia\\"]} ] }]\\n}","breadcrumbs":"Custom Workflows » Parallel Regional Deployment","id":"1620","title":"Parallel Regional Deployment"},"1621":{"body":"Batch Workflows Workflow Feature","breadcrumbs":"Custom Workflows » References","id":"1621","title":"References"},"1622":{"body":"Security configuration examples for authentication, encryption, and secrets management.","breadcrumbs":"Security Examples » Security Configuration Examples","id":"1622","title":"Security Configuration Examples"},"1623":{"body":"{ security = { authentication = { enabled = true, jwt_algorithm = \\"RS256\\", mfa_required = true }, secrets = { backend = \\"secretumvault\\", url = \\" [https://vault.example.com\\",](https://vault.example.com\\",) auto_rotate = true, rotation_days = 90 }, encryption = { at_rest = true, algorithm = \\"AES-256-GCM\\", kms_backend = \\"secretumvault\\" }, audit = { enabled = true, retention_days = 2555, export_format = \\"json\\" } }\\n}","breadcrumbs":"Security Examples » Complete Security Configuration","id":"1623","title":"Complete Security Configuration"},"1624":{"body":"# Configure SecretumVault\\nprovisioning config set security.secrets.backend secretumvault\\nprovisioning config set security.secrets.url [http://localhost:8200](http://localhost:8200) # Store secrets\\nprovisioning vault put database/password --value=\\"secret123\\" # Retrieve secrets\\nprovisioning vault get database/password","breadcrumbs":"Security Examples » SecretumVault Integration","id":"1624","title":"SecretumVault Integration"},"1625":{"body":"{ providers.upcloud = { username = \\"admin\\", password = std.secret \\"UPCLOUD_PASSWORD\\" # Encrypted }, databases = [{ name = \\"production-db\\", password = std.secret \\"DB_PASSWORD\\" # Encrypted }]\\n}","breadcrumbs":"Security Examples » Encrypted Infrastructure Configuration","id":"1625","title":"Encrypted Infrastructure Configuration"},"1626":{"body":"Security System Secrets Management Authentication","breadcrumbs":"Security Examples » References","id":"1626","title":"References"},"1627":{"body":"Systematic problem-solving guides and debugging procedures for diagnosing and resolving issues with the Provisioning platform.","breadcrumbs":"Troubleshooting Overview » Troubleshooting","id":"1627","title":"Troubleshooting"},"1628":{"body":"This section helps you: Solve common issues - Database connection errors, authentication failures, deployment failures Debug problems - Diagnostic tools, log analysis, tracing execution paths Analyze logs - Log aggregation, filtering, searching, pattern recognition Understand errors - Error message interpretation and root cause analysis Get support - Knowledge base, community resources, professional support Organized by problem type and component for quick navigation.","breadcrumbs":"Troubleshooting Overview » Overview","id":"1628","title":"Overview"},"1629":{"body":"","breadcrumbs":"Troubleshooting Overview » Troubleshooting Guides","id":"1629","title":"Troubleshooting Guides"},"163":{"body":"# Check system status\\nprovisioning status # Verify all dependencies\\nprovisioning setup verify-dependencies # Test cloud provider connection\\nprovisioning provider test --name aws # Validate configuration\\nprovisioning validate config # Run health checks\\nprovisioning health check","breadcrumbs":"Setup Overview » Quick Setup Verification","id":"163","title":"Quick Setup Verification"},"1630":{"body":"Common Issues - Authentication failures, deployment errors, configuration, resource limits, network problems Debug Guide - Debug logging, verbose output, trace execution, collect diagnostics, analyze stack traces Logs Analysis - Find logs, search techniques, log patterns, interpreting errors, diagnostics","breadcrumbs":"Troubleshooting Overview » Quick Problem Solving","id":"1630","title":"Quick Problem Solving"},"1631":{"body":"Each microservice and component has its own troubleshooting section: Orchestrator Issues - Workflow failures, scheduling problems, state inconsistencies Control Center Issues - API errors, permission problems, configuration issues Vault Service Issues - Secret access failures, key rotation problems, authentication errors Detector Issues - Analysis failures, false positives, configuration problems Extension Registry Issues - Provider loading, dependency resolution, versioning conflicts","breadcrumbs":"Troubleshooting Overview » Component-Specific Troubleshooting","id":"1631","title":"Component-Specific Troubleshooting"},"1632":{"body":"Configuration Problems - Nickel syntax errors, schema validation failures, type mismatches Provider Issues - Authentication failures, API limits, resource creation failures Task Service Failures - Service-specific errors, timeout issues, state management problems Network Problems - Connectivity issues, DNS resolution, firewall rules, certificate problems","breadcrumbs":"Troubleshooting Overview » Infrastructure and Configuration","id":"1632","title":"Infrastructure and Configuration"},"1633":{"body":"Issue Occurs ↓\\nIs it an authentication issue? → See [Common Issues](./common-issues.md) - Authentication ↓ No\\nIs it a deployment failure? → See [Common Issues](./common-issues.md) - Deployment ↓ No\\nIs it a configuration error? → See [Debug Guide](./debug-guide.md) - Configuration ↓ No\\nEnable debug logging → See [Debug Guide](./debug-guide.md) ↓\\nCollect logs and traces → See [Logs Analysis](./logs-analysis.md) ↓\\nAnalyze patterns → Identify root cause ↓\\nApply fix or escalate","breadcrumbs":"Troubleshooting Overview » Problem Diagnosis Flowchart","id":"1633","title":"Problem Diagnosis Flowchart"},"1634":{"body":"Problem Solution Guide \\"Authentication failed\\" Check credentials, enable MFA Common Issues \\"Permission denied\\" Verify RBAC policies, check Cedar rules Common Issues \\"Deployment failed\\" Check logs, verify resources, test connectivity Debug Guide \\"Configuration invalid\\" Validate Nickel schema, check types Common Issues \\"Provider unavailable\\" Check API keys, verify connectivity Common Issues \\"Resource creation failed\\" Check resource limits, verify account Debug Guide \\"Timeout\\" Increase timeouts, check performance Debug Guide \\"Database error\\" Check connections, verify schema Common Issues","breadcrumbs":"Troubleshooting Overview » Quick Reference: Common Problems","id":"1634","title":"Quick Reference: Common Problems"},"1635":{"body":"Reproduce - Can you consistently reproduce the issue? Enable Debug Logging - Set RUST_LOG=debug and PROVISIONING_LOG_LEVEL=debug Collect Evidence - Logs, configuration, error messages, stack traces Analyze Patterns - Look for errors, warnings, unusual timing Identify Cause - Root cause analysis Test Fix - Verify the fix resolves the issue Prevent Recurrence - Update documentation, add tests","breadcrumbs":"Troubleshooting Overview » Debugging Workflow","id":"1635","title":"Debugging Workflow"},"1636":{"body":"# Set log level to debug\\nexport RUST_LOG=debug\\nexport PROVISIONING_LOG_LEVEL=debug # Collect logs to file\\nprovisioning config set logging.file /var/log/provisioning.log\\nprovisioning config set logging.level debug # Enable verbose output\\nprovisioning --verbose <command> # Run with tracing\\nRUST_BACKTRACE=1 provisioning <command>","breadcrumbs":"Troubleshooting Overview » Enable Diagnostic Logging","id":"1636","title":"Enable Diagnostic Logging"},"1637":{"body":"Code Meaning Action 401 Unauthorized Check authentication credentials 403 Forbidden Check authorization policies 404 Not Found Verify resource exists 409 Conflict Resolve state conflicts 422 Invalid Verify configuration schema 500 Internal Error Check server logs 503 Service Unavailable Wait for service to recover","breadcrumbs":"Troubleshooting Overview » Common Error Codes","id":"1637","title":"Common Error Codes"},"1638":{"body":"","breadcrumbs":"Troubleshooting Overview » Escalation Paths","id":"1638","title":"Escalation Paths"},"1639":{"body":"Check Common Issues Search community forums Ask on GitHub discussions","breadcrumbs":"Troubleshooting Overview » Community Support","id":"1639","title":"Community Support"},"164":{"body":"","breadcrumbs":"Setup Overview » Environment-Specific Setup","id":"164","title":"Environment-Specific Setup"},"1640":{"body":"Open a support ticket Provide: logs, configuration, reproduction steps Wait for response","breadcrumbs":"Troubleshooting Overview » Professional Support","id":"1640","title":"Professional Support"},"1641":{"body":"Contact security team immediately Provide all evidence Document timeline","breadcrumbs":"Troubleshooting Overview » Emergency Issues (Security, Data Loss)","id":"1641","title":"Emergency Issues (Security, Data Loss)"},"1642":{"body":"Documentation → Complete guides in provisioning/docs/src/ GitHub Issues → Community issues and discussions Slack Community → Real-time community support Email Support → professional@provisioning.io Chat Support → Available during business hours","breadcrumbs":"Troubleshooting Overview » Support Resources","id":"1642","title":"Support Resources"},"1643":{"body":"Operations Guide → See provisioning/docs/src/operations/ Architecture → See provisioning/docs/src/architecture/ Features → See provisioning/docs/src/features/ Development → See provisioning/docs/src/development/ Examples → See provisioning/docs/src/examples/","breadcrumbs":"Troubleshooting Overview » Related Documentation","id":"1643","title":"Related Documentation"},"1644":{"body":"","breadcrumbs":"Common Issues » Common Issues","id":"1644","title":"Common Issues"},"1645":{"body":"","breadcrumbs":"Debug Guide » Debug Guide","id":"1645","title":"Debug Guide"},"1646":{"body":"","breadcrumbs":"Logs Analysis » Logs Analysis","id":"1646","title":"Logs Analysis"},"1647":{"body":"","breadcrumbs":"Getting Help » Getting Help","id":"1647","title":"Getting Help"},"1648":{"body":"Provisioning includes comprehensive AI capabilities for infrastructure automation via natural language, intelligent configuration suggestions, and anomaly detection.","breadcrumbs":"AI Overview » AI & Machine Learning","id":"1648","title":"AI & Machine Learning"},"1649":{"body":"The AI system consists of three integrated components: TypeDialog AI Backends - Interactive form intelligence and agent automation AI Service Microservice - Central AI processing and coordination Core AI Libraries - Nushell query processing and LLM integration","breadcrumbs":"AI Overview » Overview","id":"1649","title":"Overview"},"165":{"body":"Run Initial Setup Create one workspace Configure provider Done!","breadcrumbs":"Setup Overview » For Single Workspace (Simple)","id":"165","title":"For Single Workspace (Simple)"},"1650":{"body":"","breadcrumbs":"AI Overview » Key Capabilities","id":"1650","title":"Key Capabilities"},"1651":{"body":"Request infrastructure changes in plain English: # Natural language request\\nprovisioning ai \\"Create 3 web servers with load balancing and auto-scaling\\" # Returns:\\n# - Parsed infrastructure requirements\\n# - Generated Nickel configuration\\n# - Deployment confirmation","breadcrumbs":"AI Overview » Natural Language Infrastructure","id":"1651","title":"Natural Language Infrastructure"},"1652":{"body":"AI suggests optimal configurations based on context: Database selection and tuning Network topology recommendations Security policy generation Resource allocation optimization","breadcrumbs":"AI Overview » Intelligent Configuration","id":"1652","title":"Intelligent Configuration"},"1653":{"body":"Continuous monitoring and intelligent alerting: Infrastructure health anomalies Performance pattern detection Security issue identification Predictive alerting","breadcrumbs":"AI Overview » Anomaly Detection","id":"1653","title":"Anomaly Detection"},"1654":{"body":"Component Purpose Technology typedialog-ai Form intelligence & suggestions HTTP server, SurrealDB typedialog-ag AI agents & workflow automation Type-safe agents, Nickel transpilation ai-service Central AI microservice Rust, LLM integration rag Knowledge base retrieval Semantic search, embeddings mcp-server Model Context Protocol AI tool interface detector Anomaly detection system Pattern recognition","breadcrumbs":"AI Overview » Components at a Glance","id":"1654","title":"Components at a Glance"},"1655":{"body":"","breadcrumbs":"AI Overview » Quick Start","id":"1655","title":"Quick Start"},"1656":{"body":"# Install AI tools\\nprovisioning install ai-tools # Configure AI service\\nprovisioning ai configure --provider openai --model gpt-4 # Test AI capabilities\\nprovisioning ai test","breadcrumbs":"AI Overview » Enable AI Features","id":"1656","title":"Enable AI Features"},"1657":{"body":"# Simple request\\nprovisioning ai \\"Create a Kubernetes cluster\\" # Complex request with options\\nprovisioning ai \\"Deploy PostgreSQL HA cluster with replication in AWS, backup to S3\\" # Get help on AI features\\nprovisioning help ai","breadcrumbs":"AI Overview » Use Natural Language","id":"1657","title":"Use Natural Language"},"1658":{"body":"The AI system follows a layered architecture: ┌─────────────────────────────────┐\\n│ User Interface Layer │\\n│ • Natural language input │\\n│ • TypeDialog AI forms │\\n│ • Chat interface │\\n└────────────┬────────────────────┘ ↓\\n┌─────────────────────────────────┐\\n│ AI Orchestration Layer │\\n│ • AI Service (Rust) │\\n│ • Query processing (Nushell) │\\n│ • Intent recognition │\\n└────────────┬────────────────────┘ ↓\\n┌─────────────────────────────────┐\\n│ Knowledge & Processing Layer │\\n│ • RAG (Retrieval) │\\n│ • LLM Integration │\\n│ • MCP Server │\\n│ • Detector (anomalies) │\\n└────────────┬────────────────────┘ ↓\\n┌─────────────────────────────────┐\\n│ Infrastructure Layer │\\n│ • Nickel configuration │\\n│ • Deployment execution │\\n│ • Monitoring & feedback │\\n└─────────────────────────────────┘","breadcrumbs":"AI Overview » Architecture","id":"1658","title":"Architecture"},"1659":{"body":"AI Architecture - System design and components TypeDialog Integration - AI forms and agents AI Service Crate - Core AI microservice RAG & Knowledge - Knowledge retrieval system Natural Language Infrastructure - LLM-driven IaC","breadcrumbs":"AI Overview » Topics","id":"1659","title":"Topics"},"166":{"body":"Run Initial Setup Create multiple workspaces per team Configure shared providers Set up workspace-specific schemas","breadcrumbs":"Setup Overview » For Multiple Workspaces (Team)","id":"166","title":"For Multiple Workspaces (Team)"},"1660":{"body":"","breadcrumbs":"AI Overview » Configuration","id":"1660","title":"Configuration"},"1661":{"body":"# LLM Provider\\nexport PROVISIONING_AI_PROVIDER=openai # openai, anthropic, local\\nexport PROVISIONING_AI_MODEL=gpt-4 # Model identifier\\nexport PROVISIONING_AI_API_KEY=sk-... # API key # AI Service\\nexport PROVISIONING_AI_SERVICE_PORT=9091 # AI service port\\nexport PROVISIONING_AI_ENABLE_ANOMALY=true # Enable detector\\nexport PROVISIONING_AI_RAG_THRESHOLD=0.75 # Similarity threshold","breadcrumbs":"AI Overview » Environment Variables","id":"1661","title":"Environment Variables"},"1662":{"body":"# ~/.config/provisioning/ai.yaml\\nai: enabled: true provider: openai model: gpt-4 api_key: ${PROVISIONING_AI_API_KEY} service: port: 9091 timeout: 30 max_retries: 3 typedialog: ai_enabled: true ag_enabled: true suggestions: true rag: enabled: true similarity_threshold: 0.75 max_results: 5 detector: enabled: true update_interval: 60 alert_threshold: 0.8","breadcrumbs":"AI Overview » Configuration File","id":"1662","title":"Configuration File"},"1663":{"body":"","breadcrumbs":"AI Overview » Use Cases","id":"1663","title":"Use Cases"},"1664":{"body":"Describe infrastructure in natural language, get Nickel configuration: provisioning ai deploy \\" Create a production Kubernetes cluster with: - 3 control planes - 5 worker nodes - HA PostgreSQL (3 nodes) - Prometheus monitoring - Encrypted networking\\n\\"","breadcrumbs":"AI Overview » 1. Infrastructure from Description","id":"1664","title":"1. Infrastructure from Description"},"1665":{"body":"Get AI suggestions while filling out forms: provisioning setup profile\\n# TypeDialog shows suggestions based on context\\n# Database recommendations based on workload\\n# Security settings optimized for environment","breadcrumbs":"AI Overview » 2. Configuration Assistance","id":"1665","title":"2. Configuration Assistance"},"1666":{"body":"AI analyzes logs and suggests fixes: provisioning ai troubleshoot --service orchestrator # Output:\\n# Issue detected: High memory usage\\n# Likely cause: Task queue backlog\\n# Suggestion: Scale orchestrator replicas to 3\\n# Command: provisioning orchestrator scale --replicas 3","breadcrumbs":"AI Overview » 3. Troubleshooting","id":"1666","title":"3. Troubleshooting"},"1667":{"body":"Continuous monitoring with intelligent alerts: provisioning ai anomalies --since 1h # Output:\\n# ⚠️ Unusual pattern detected\\n# Time: 2026-01-16T01:47:00Z\\n# Service: control-center\\n# Metric: API response time\\n# Baseline: 45ms → Current: 320ms (+611%)\\n# Likelihood: Query performance regression","breadcrumbs":"AI Overview » 4. Anomaly Detection","id":"1667","title":"4. Anomaly Detection"},"1668":{"body":"LLM Dependency : Requires external LLM provider (OpenAI, Anthropic, etc.) Network Required : Cloud-based LLM providers need internet connectivity Context Window : Large infrastructures may exceed LLM context limits Cost : API calls incur per-token charges Latency : Natural language processing adds response latency (2-5 seconds)","breadcrumbs":"AI Overview » Limitations","id":"1668","title":"Limitations"},"1669":{"body":"Key files for AI configuration: File Purpose .typedialog/ai.db AI SurrealDB database (typedialog-ai) .typedialog/agent-*.yaml AI agent definitions (typedialog-ag) ~/.config/provisioning/ai.yaml User AI settings provisioning/core/versions.ncl TypeDialog versions core/nulib/lib_provisioning/ai/ Core AI libraries platform/crates/ai-service/ AI service crate","breadcrumbs":"AI Overview » Configuration Files","id":"1669","title":"Configuration Files"},"167":{"body":"Run Initial Setup with production profile Create workspace per environment (dev, staging, prod) Configure multiple cloud providers Enable audit logging and security features","breadcrumbs":"Setup Overview » For Multi-Cloud (Enterprise)","id":"167","title":"For Multi-Cloud (Enterprise)"},"1670":{"body":"","breadcrumbs":"AI Overview » Performance","id":"1670","title":"Performance"},"1671":{"body":"Operation Latency Simple request parsing 100-200ms LLM inference 2-5 seconds Configuration generation 500ms-1s Anomaly detection 50-100ms","breadcrumbs":"AI Overview » Typical Latencies","id":"1671","title":"Typical Latencies"},"1672":{"body":"Concurrent requests : 100+ (load balanced) Query processing : 10,000+ queries/second RAG similarity search : <50ms for 1M documents Anomaly detection : Real-time on 1000+ metrics","breadcrumbs":"AI Overview » Scalability","id":"1672","title":"Scalability"},"1673":{"body":"","breadcrumbs":"AI Overview » Security","id":"1673","title":"Security"},"1674":{"body":"Stored encrypted in vault-service Never logged or persisted in plain text Rotated automatically (configurable) Audit trail for all API usage","breadcrumbs":"AI Overview » API Keys","id":"1674","title":"API Keys"},"1675":{"body":"Natural language queries not stored by default LLM provider agreements (OpenAI terms, etc.) Local-only RAG option available GDPR compliance support","breadcrumbs":"AI Overview » Data Privacy","id":"1675","title":"Data Privacy"},"1676":{"body":"Features Overview - AI feature list MCP Server - LLM integration Security System - API key management Operations Guide - AI service management","breadcrumbs":"AI Overview » Related Documentation","id":"1676","title":"Related Documentation"},"1677":{"body":"Complete system architecture of Provisioning\'s AI capabilities, from user interface through infrastructure generation.","breadcrumbs":"AI Architecture » AI Architecture","id":"1677","title":"AI Architecture"},"1678":{"body":"┌──────────────────────────────────────────────────┐\\n│ User Interface Layer │\\n│ • CLI (natural language) │\\n│ • TypeDialog AI forms │\\n│ • Interactive wizards │\\n│ • Web dashboard │\\n└────────────────────┬─────────────────────────────┘ ↓\\n┌──────────────────────────────────────────────────┐\\n│ Request Processing Layer │\\n│ • Intent recognition │\\n│ • Entity extraction │\\n│ • Context parsing │\\n│ • Request validation │\\n└────────────────────┬─────────────────────────────┘ ↓\\n┌──────────────────────────────────────────────────┐\\n│ Knowledge & Retrieval Layer (RAG) │\\n│ • Document embedding │\\n│ • Vector similarity search │\\n│ • Keyword matching (BM25) │\\n│ • Hybrid ranking │\\n└────────────────────┬─────────────────────────────┘ ↓\\n┌──────────────────────────────────────────────────┐\\n│ LLM Integration Layer │\\n│ • MCP tool registration │\\n│ • Context augmentation │\\n│ • Prompt engineering │\\n│ • LLM API calls (OpenAI, Anthropic, etc.) │\\n└────────────────────┬─────────────────────────────┘ ↓\\n┌──────────────────────────────────────────────────┐\\n│ Configuration Generation Layer │\\n│ • Nickel code generation │\\n│ • Schema validation │\\n│ • Constraint checking │\\n│ • Cost estimation │\\n└────────────────────┬─────────────────────────────┘ ↓\\n┌──────────────────────────────────────────────────┐\\n│ Execution & Feedback Layer │\\n│ • DAG planning │\\n│ • Dry-run simulation │\\n│ • Deployment execution │\\n│ • Performance monitoring │\\n└──────────────────────────────────────────────────┘","breadcrumbs":"AI Architecture » System Overview","id":"1678","title":"System Overview"},"1679":{"body":"","breadcrumbs":"AI Architecture » Component Architecture","id":"1679","title":"Component Architecture"},"168":{"body":"Configurations load in priority order: 1. Command-line arguments (highest)\\n2. Environment variables (PROVISIONING_*)\\n3. User profile config (~/.config/provisioning/)\\n4. Workspace config (workspace/config/)\\n5. System defaults (provisioning/config/) (lowest)","breadcrumbs":"Setup Overview » Configuration Hierarchy","id":"168","title":"Configuration Hierarchy"},"1680":{"body":"Entry Points : Natural Language Input ├─ CLI: provisioning ai \\"create kubernetes cluster\\" ├─ Interactive: provisioning ai interactive ├─ Forms: TypeDialog AI-enhanced forms └─ Web Dashboard: /ai/infrastructure-builder Processing : Tokenization and normalization Command pattern matching Ambiguity resolution Confidence scoring","breadcrumbs":"AI Architecture » 1. User Interface Layer","id":"1680","title":"1. User Interface Layer"},"1681":{"body":"User Request ↓\\nIntent Classification ├─ Create infrastructure (60%) ├─ Modify configuration (25%) ├─ Query knowledge (10%) └─ Troubleshoot issue (5%) ↓\\nEntity Extraction ├─ Resource type (server, database, cluster) ├─ Cloud provider (AWS, UpCloud, Hetzner) ├─ Count/Scale (3 nodes, 10GB) ├─ Requirements (HA, encrypted, monitoring) └─ Constraints (budget, region, environment) ↓\\nRequest Structure","breadcrumbs":"AI Architecture » 2. Intent Recognition","id":"1681","title":"2. Intent Recognition"},"1682":{"body":"Embedding Process : Query: \\"Create 3 web servers with load balancer\\" ↓\\nEmbed Query → Vector [0.234, 0.567, 0.891, ...] ↓\\nSearch Relevant Documents ├─ Vector similarity (semantic) ├─ BM25 keyword matching (syntactic) └─ Hybrid ranking ↓\\nTop Results: 1. \\"Web Server HA Patterns\\" (0.94 similarity) 2. \\"Load Balancing Best Practices\\" (0.87) 3. \\"Auto-Scaling Configuration\\" (0.76) ↓\\nExtract Context & Augment Prompt Knowledge Organization : knowledge/\\n├── infrastructure/ (450 docs)\\n│ ├── kubernetes/\\n│ ├── databases/\\n│ ├── networking/\\n│ └── web-services/\\n├── best-practices/ (300 docs)\\n│ ├── high-availability/\\n│ ├── disaster-recovery/\\n│ └── performance/\\n├── providers/ (250 docs)\\n│ ├── aws/\\n│ ├── upcloud/\\n│ └── hetzner/\\n└── security/ (200 docs) ├── encryption/ ├── authentication/ └── compliance/","breadcrumbs":"AI Architecture » 3. RAG Knowledge Retrieval","id":"1682","title":"3. RAG Knowledge Retrieval"},"1683":{"body":"Tool Registration : LLM (GPT-4, Claude 3) ↓\\nMCP Server (provisioning-mcp) ↓\\nAvailable Tools: ├─ create_infrastructure ├─ analyze_configuration ├─ generate_policies ├─ estimate_costs ├─ check_compatibility ├─ validate_nickel ├─ query_knowledge_base └─ get_recommendations ↓\\nTool Execution Prompt Engineering Pipeline : Base Prompt Template ↓\\nAdd Context (RAG results) ↓\\nAdd Constraints ├─ Budget limit ├─ Region restrictions ├─ Compliance requirements └─ Performance targets ↓\\nAdd Examples ├─ Successful deployments ├─ Error patterns └─ Best practices ↓\\nEnhanced Prompt ↓\\nLLM Inference","breadcrumbs":"AI Architecture » 4. LLM Integration (MCP)","id":"1683","title":"4. LLM Integration (MCP)"},"1684":{"body":"Nickel Code Generation : LLM Output (structured) ↓\\nNickel Template Filling ├─ Server definitions ├─ Network configuration ├─ Storage setup └─ Monitoring config ↓\\nGenerated Nickel File ↓\\nSyntax Validation ↓\\nSchema Validation (Type Checking) ↓\\nConstraint Verification ├─ Resource limits ├─ Budget constraints ├─ Compliance policies └─ Provider capabilities ↓\\nCost Estimation ↓\\nFinal Configuration","breadcrumbs":"AI Architecture » 5. Configuration Generation","id":"1684","title":"5. Configuration Generation"},"1685":{"body":"Deployment Planning : Configuration ↓\\nDAG Generation (Directed Acyclic Graph) ├─ Task decomposition ├─ Dependency analysis ├─ Parallelization └─ Scheduling ↓\\nDry-Run Simulation ├─ Check resources available ├─ Validate API access ├─ Estimate time └─ Identify risks ↓\\nExecution with Checkpoints ├─ Create resources ├─ Monitor progress ├─ Collect metrics └─ Save checkpoints ↓\\nPost-Deployment ├─ Verify functionality ├─ Run health checks ├─ Collect performance data └─ Store feedback for future improvements","breadcrumbs":"AI Architecture » 6. Execution & Feedback","id":"1685","title":"6. Execution & Feedback"},"1686":{"body":"","breadcrumbs":"AI Architecture » Data Flow Examples","id":"1686","title":"Data Flow Examples"},"1687":{"body":"User: \\"Create 3 web servers with load balancer\\" ↓\\nIntent: Create Infrastructure\\nEntities: type=server, count=3, load_balancer=true ↓\\nRAG Retrieval: \\"Web Server Patterns\\", \\"Load Balancing\\" ↓\\nLLM Prompt:\\n\\"Generate Nickel config for 3 web servers with load balancer.\\nContext: [web server best practices from knowledge base]\\nConstraints: High availability, auto-scaling enabled\\" ↓\\nGenerated Nickel:\\n{ servers = [ {name = \\"web-01\\", cpu = 4, memory = 8}, {name = \\"web-02\\", cpu = 4, memory = 8}, {name = \\"web-03\\", cpu = 4, memory = 8} ] load_balancer = { type = \\"application\\" health_check = \\"/health\\" }\\n} ↓\\nConfiguration Generated & Validated ✓ ↓\\nUser Approval ↓\\nDeployment","breadcrumbs":"AI Architecture » Example 1: Simple Request","id":"1687","title":"Example 1: Simple Request"},"1688":{"body":"User: \\"Deploy Kubernetes to AWS, UpCloud, and Hetzner with replication\\" ↓\\nIntent: Multi-Cloud Infrastructure\\nEntities: type=kubernetes, providers=[aws, upcloud, hetzner], replicas=3 ↓\\nRAG Retrieval: - \\"Multi-Cloud Kubernetes Patterns\\" - \\"Inter-Region Replication\\" - \\"AWS Kubernetes Setup\\" - \\"UpCloud Kubernetes Setup\\" - \\"Hetzner Kubernetes Setup\\" ↓\\nLLM Processes: 1. Analyze multi-cloud topology 2. Identify networking requirements 3. Plan data replication strategy 4. Consider regional compliance ↓\\nGenerated Nickel: - Infrastructure definitions for each provider - Inter-region networking configuration - Replication topology - Failover policies ↓\\nCost Breakdown: AWS: $2,500/month UpCloud: $1,800/month Hetzner: $1,500/month Total: $5,800/month ↓\\nCompliance Check: EU GDPR ✓, US HIPAA ✓ ↓\\nReady for Deployment","breadcrumbs":"AI Architecture » Example 2: Complex Multi-Cloud Request","id":"1688","title":"Example 2: Complex Multi-Cloud Request"},"1689":{"body":"","breadcrumbs":"AI Architecture » Key Technologies","id":"1689","title":"Key Technologies"},"169":{"body":"","breadcrumbs":"Setup Overview » Common Setup Tasks","id":"169","title":"Common Setup Tasks"},"1690":{"body":"Supported external LLM providers: Provider Models Latency Cost OpenAI GPT-4, GPT-3.5 2-3s $0.05-0.15/1K tokens Anthropic Claude 3 Opus 2-4s $0.03-0.015/1K tokens Local (Ollama) Llama 2, Mistral 5-10s Free","breadcrumbs":"AI Architecture » LLM Providers","id":"1690","title":"LLM Providers"},"1691":{"body":"SurrealDB (default): Embedded vector database with HNSW indexing Pinecone : Cloud vector database (optional) Milvus : Open-source vector database (optional)","breadcrumbs":"AI Architecture » Vector Databases","id":"1691","title":"Vector Databases"},"1692":{"body":"text-embedding-3-small (OpenAI): 1,536 dimensions text-embedding-3-large (OpenAI): 3,072 dimensions all-MiniLM-L6-v2 (local): 384 dimensions","breadcrumbs":"AI Architecture » Embedding Models","id":"1692","title":"Embedding Models"},"1693":{"body":"","breadcrumbs":"AI Architecture » Performance Characteristics","id":"1693","title":"Performance Characteristics"},"1694":{"body":"For a typical infrastructure creation request: Stage Latency Details Intent Recognition 50-100ms Local NLP RAG Retrieval 50-100ms Vector search LLM Inference 2-5s External API Nickel Generation 100-200ms Template filling Validation 200-500ms Type checking Total 2.5-6 seconds End-to-end","breadcrumbs":"AI Architecture » Latency Breakdown","id":"1694","title":"Latency Breakdown"},"1695":{"body":"Concurrent Requests : 100+ (with load balancing) RAG QPS : 50+ searches/second LLM Throughput : 10+ concurrent requests per API key Memory : 500MB-2GB (depends on cache size)","breadcrumbs":"AI Architecture » Concurrency","id":"1695","title":"Concurrency"},"1696":{"body":"","breadcrumbs":"AI Architecture » Security Architecture","id":"1696","title":"Security Architecture"},"1697":{"body":"User Input ↓\\nInput Sanitization ├─ Remove PII ├─ Validate constraints └─ Check permissions ↓\\nProcessing (encrypted in transit) ├─ TLS 1.3 to LLM provider ├─ Secrets stored in vault-service └─ Credentials never logged ↓\\nGenerated Configuration ├─ Encrypted at rest (AES-256) ├─ Signed for integrity └─ Audit trail maintained ↓\\nOutput","breadcrumbs":"AI Architecture » Data Protection","id":"1697","title":"Data Protection"},"1698":{"body":"API key validation RBAC permission checking Rate limiting per user/key Audit logging of all operations","breadcrumbs":"AI Architecture » Access Control","id":"1698","title":"Access Control"},"1699":{"body":"","breadcrumbs":"AI Architecture » Extensibility","id":"1699","title":"Extensibility"},"17":{"body":"# Download and extract\\ncurl -fsSL [https://provisioning.io/provisioning-latest-linux.tar.gz](https://provisioning.io/provisioning-latest-linux.tar.gz) | tar xz\\nsudo mv provisioning /usr/local/bin/\\nprovisioning --version","breadcrumbs":"Getting Started » Option 1: Binary (Recommended)","id":"17","title":"Option 1: Binary (Recommended)"},"170":{"body":"provisioning config set --workspace production \\\\ extensions.providers.aws.config.region us-east-1 \\\\ extensions.providers.aws.config.credentials_source aws_iam","breadcrumbs":"Setup Overview » Add a Cloud Provider","id":"170","title":"Add a Cloud Provider"},"1700":{"body":"Register custom tools with MCP: // Custom tool example\\nregister_tool(\\"custom-validator\\", | confi| g { validate_custom_requirements(&config)\\n});","breadcrumbs":"AI Architecture » Custom Tools","id":"1700","title":"Custom Tools"},"1701":{"body":"Add domain-specific knowledge: provisioning ai knowledge import \\\\ --source ./custom-docs \\\\ --category infrastructure","breadcrumbs":"AI Architecture » Custom RAG Documents","id":"1701","title":"Custom RAG Documents"},"1702":{"body":"Support for fine-tuned LLM models Custom prompt templates Organization-specific knowledge bases","breadcrumbs":"AI Architecture » Fine-tuning (Future)","id":"1702","title":"Fine-tuning (Future)"},"1703":{"body":"AI Overview - Quick start AI Service Crate - Microservice implementation RAG & Knowledge - Knowledge retrieval TypeDialog Integration - Form integration Natural Language Infrastructure - Usage guide","breadcrumbs":"AI Architecture » Related Documentation","id":"1703","title":"Related Documentation"},"1704":{"body":"TypeDialog provides two AI-powered tools for Provisioning: typedialog-ai (configuration assistant) and typedialog-ag (agent automation).","breadcrumbs":"TypeDialog Integration » TypeDialog AI & AG Integration","id":"1704","title":"TypeDialog AI & AG Integration"},"1705":{"body":"","breadcrumbs":"TypeDialog Integration » TypeDialog Components","id":"1705","title":"TypeDialog Components"},"1706":{"body":"AI Assistant - HTTP server backend for intelligent form suggestions and infrastructure recommendations. Purpose : Enhance interactive forms with AI-powered suggestions and natural language parsing. Architecture : TypeDialog Form ↓\\ntypedialog-ai HTTP Server ↓\\nSurrealDB Backend ↓\\nLLM Provider (OpenAI, Anthropic, etc.) ↓\\nSuggestions → Deployed Config Key Features : Form Intelligence : Context-aware field suggestions Database Recommendations : Suggest database type/configuration based on workload Network Optimization : Generate optimal network topology Security Policies : AI-generated Cedar policies Cost Estimation : Predict infrastructure costs Installation : # Via provisioning script\\nprovisioning install ai-tools # Manual installation\\nwget [https://github.com/typedialog/typedialog-ai/releases/download/v0.1.0/typedialog-ai-<os>-<arch>](https://github.com/typedialog/typedialog-ai/releases/download/v0.1.0/typedialog-ai-<os>-<arch>)\\nchmod +x typedialog-ai\\nmv typedialog-ai ~/.local/bin/ Usage : # Start AI server\\ntypedialog ai serve --db-path ~/.typedialog/ai.db --port 9000 # Test connection\\ncurl [http://localhost:9000/health](http://localhost:9000/health) # Get suggestion for database\\ncurl -X POST [http://localhost:9000/suggest/database](http://localhost:9000/suggest/database) \\\\ -H \\"Content-Type: application/json\\" \\\\ -d \'{\\"workload\\": \\"transactional\\", \\"size\\": \\"1TB\\", \\"replicas\\": 3}\' # Response:\\n# {\\"suggestion\\": \\"PostgreSQL 15 with pgvector\\", \\"confidence\\": 0.92} Configuration : # ~/.typedialog/ai-config.yaml\\ntypedialog-ai: port: 9000 db_path: ~/.typedialog/ai.db loglevel: info llm: provider: openai # or: anthropic, local model: gpt-4 api_key: ${OPENAI_API_KEY} temperature: 0.7 features: form_suggestions: true database_recommendations: true network_optimization: true security_policy_generation: true cost_estimation: true cache: enabled: true ttl: 3600 Database Schema : -- SurrealDB schema for AI suggestions\\nDEFINE TABLE ai_suggestions SCHEMAFULL\\nDEFINE FIELD timestamp ON ai_suggestions TYPE datetime DEFAULT now();\\nDEFINE FIELD context ON ai_suggestions TYPE object;\\nDEFINE FIELD suggestion ON ai_suggestions TYPE string;\\nDEFINE FIELD confidence ON ai_suggestions TYPE float;\\nDEFINE FIELD accepted ON ai_suggestions TYPE bool; DEFINE TABLE ai_models SCHEMAFULL\\nDEFINE FIELD name ON ai_models TYPE string;\\nDEFINE FIELD version ON ai_models TYPE string;\\nDEFINE FIELD provider ON ai_models TYPE string; Endpoints : Endpoint Method Purpose /health GET Health check /suggest/database POST Database recommendations /suggest/network POST Network topology /suggest/security POST Security policies /estimate/cost POST Cost estimation /parse/natural-language POST Parse natural language /feedback POST Store suggestion feedback","breadcrumbs":"TypeDialog Integration » typedialog-ai v0.1.0","id":"1706","title":"typedialog-ai v0.1.0"},"1707":{"body":"AI Agents - Type-safe agents for automation workflows and Nickel transpilation. Purpose : Define complex automation workflows using type-safe agent descriptions, then transpile to executable Nickel. Architecture : Agent Definition (.agent.yaml) ↓\\ntypedialog-ag Type Checker ↓\\nAgent Execution Plan ↓\\nNickel Transpilation ↓\\nProvisioning Execution Key Features : Type-Safe Agents : Strongly-typed agent definitions Workflow Automation : Chain multiple infrastructure tasks Nickel Transpilation : Generate Nickel IaC automatically Agent Orchestration : Parallel and sequential execution Rollback Support : Automatic rollback on failure Installation : # Via provisioning script\\nprovisioning install ai-tools # Manual installation\\nwget [https://github.com/typedialog/typedialog-ag/releases/download/v0.1.0/typedialog-ag-<os>-<arch>](https://github.com/typedialog/typedialog-ag/releases/download/v0.1.0/typedialog-ag-<os>-<arch>)\\nchmod +x typedialog-ag\\nmv typedialog-ag ~/.local/bin/ Agent Definition Syntax : # provisioning/workflows/deploy-k8s.agent.yaml\\nversion: \\"1.0\\"\\nagent: deploy-k8s\\ndescription: \\"Deploy HA Kubernetes cluster with observability stack\\" types: CloudProvider: enum: [\\"aws\\", \\"upcloud\\", \\"hetzner\\"] NodeConfig: cpu: int # 2..64 memory: int # 4..256 (GB) disk: int # 10..1000 (GB) input: provider: CloudProvider name: string # cluster name nodes: int # 3..100 node_config: NodeConfig enable_monitoring: bool = true enable_backup: bool = true workflow: - name: validate task: validate_cluster_config args: provider: $input.provider nodes: $input.nodes node_config: $input.node_config - name: create_network task: create_vpc depends_on: [validate] args: provider: $input.provider cidr: \\"10.0.0.0/16\\" - name: create_nodes task: create_nodes depends_on: [create_network] parallel: true args: provider: $input.provider count: $input.nodes config: $input.node_config - name: install_kubernetes task: install_kubernetes depends_on: [create_nodes] args: nodes: $create_nodes.output.node_ids version: \\"1.28.0\\" - name: add_monitoring task: deploy_observability_stack depends_on: [install_kubernetes] when: $input.enable_monitoring args: cluster_name: $input.name storage_class: \\"ebs\\" - name: setup_backup task: configure_backup depends_on: [install_kubernetes] when: $input.enable_backup args: cluster_name: $input.name backup_interval: \\"daily\\" output: cluster_name: string cluster_id: string kubeconfig_path: string monitoring_url: string Usage : # Type-check agent\\ntypedialog ag check deploy-k8s.agent.yaml # Run agent interactively\\ntypedialog ag run deploy-k8s.agent.yaml \\\\ --provider upcloud \\\\ --name production-k8s \\\\ --nodes 5 \\\\ --node-config \'{\\"cpu\\": 8, \\"memory\\": 32, \\"disk\\": 100}\' # Transpile to Nickel\\ntypedialog ag transpile deploy-k8s.agent.yaml > deploy-k8s.ncl # Execute generated Nickel\\nprovisioning apply deploy-k8s.ncl Generated Nickel Output (example): { metadata = { agent = \\"deploy-k8s\\" version = \\"1.0\\" generated_at = \\"2026-01-16T01:47:00Z\\" } resources = { network = { provider = \\"upcloud\\" vpc = { cidr = \\"10.0.0.0/16\\" } } compute = { provider = \\"upcloud\\" nodes = [ { count = 5, cpu = 8, memory = 32, disk = 100 } ] } kubernetes = { version = \\"1.28.0\\" high_availability = true monitoring = { enabled = true stack = \\"prometheus-grafana\\" } backup = { enabled = true interval = \\"daily\\" } } }\\n} Agent Features : Feature Purpose Dependencies Declare task ordering (depends_on) Parallelism Run independent tasks in parallel Conditionals Execute tasks based on input conditions Type Safety Strong typing on inputs and outputs Rollback Automatic rollback on failure Logging Full execution trace for debugging","breadcrumbs":"TypeDialog Integration » typedialog-ag v0.1.0","id":"1707","title":"typedialog-ag v0.1.0"},"1708":{"body":"","breadcrumbs":"TypeDialog Integration » Integration with Provisioning","id":"1708","title":"Integration with Provisioning"},"1709":{"body":"# .typedialog/provisioning/form.toml\\n[[elements]]\\nname = \\"database_type\\"\\nprompt = \\"form-database_type-prompt\\"\\ntype = \\"select\\"\\noptions = [\\"postgres\\", \\"mysql\\", \\"mongodb\\"] # Enable AI suggestions\\n[elements.ai_suggestions]\\nenabled = true\\ncontext = \\"workload\\"\\nprovider = \\"typedialog-ai\\"\\nendpoint = \\" [http://localhost:9000/suggest/database\\"](http://localhost:9000/suggest/database\\")","breadcrumbs":"TypeDialog Integration » Using typedialog-ai in Forms","id":"1709","title":"Using typedialog-ai in Forms"},"171":{"body":"provisioning config set \\\\ security.secrets.backend secretumvault \\\\ security.secrets.url [http://localhost:8200](http://localhost:8200)","breadcrumbs":"Setup Overview » Configure Secrets Storage","id":"171","title":"Configure Secrets Storage"},"1710":{"body":"# Define agent-based workflow\\nprovisioning workflow define \\\\ --agent deploy-k8s.agent.yaml \\\\ --name k8s-deployment \\\\ --auto-execute # Run workflow\\nprovisioning workflow run k8s-deployment \\\\ --provider upcloud \\\\ --nodes 5","breadcrumbs":"TypeDialog Integration » Using typedialog-ag in Workflows","id":"1710","title":"Using typedialog-ag in Workflows"},"1711":{"body":"","breadcrumbs":"TypeDialog Integration » Performance","id":"1711","title":"Performance"},"1712":{"body":"Suggestion latency : 500ms-2s per suggestion Database queries : <100ms (cached) Concurrent users : 50+ SurrealDB storage : <1GB for 10K suggestions","breadcrumbs":"TypeDialog Integration » typedialog-ai","id":"1712","title":"typedialog-ai"},"1713":{"body":"Type checking : <100ms per agent Transpilation : <500ms to Nickel Parallel task execution : O(1) overhead Agent memory : <50MB per agent","breadcrumbs":"TypeDialog Integration » typedialog-ag","id":"1713","title":"typedialog-ag"},"1714":{"body":"","breadcrumbs":"TypeDialog Integration » Configuration","id":"1714","title":"Configuration"},"1715":{"body":"# provisioning/config/config.defaults.toml\\n[ai]\\nenabled = true\\ntypedialog_ai = true\\ntypedialog_ag = true [ai.typedialog]\\nai_server_url = \\" [http://localhost:9000\\"](http://localhost:9000\\")\\nag_executable = \\"typedialog-ag\\" [ai.form_suggestions]\\nenabled = true\\nproviders = [\\"database\\", \\"network\\", \\"security\\"]\\nconfidence_threshold = 0.75","breadcrumbs":"TypeDialog Integration » Enable AI in Provisioning","id":"1715","title":"Enable AI in Provisioning"},"1716":{"body":"AI Architecture - System design Natural Language Infrastructure - LLM usage AI Service Crate - Core microservice","breadcrumbs":"TypeDialog Integration » Related Documentation","id":"1716","title":"Related Documentation"},"1717":{"body":"The AI Service crate (provisioning/platform/crates/ai-service/) is the central AI processing microservice for Provisioning. It coordinates LLM integration, knowledge retrieval, and infrastructure recommendation generation.","breadcrumbs":"AI Service Crate » AI Service Crate","id":"1717","title":"AI Service Crate"},"1718":{"body":"","breadcrumbs":"AI Service Crate » Architecture","id":"1718","title":"Architecture"},"1719":{"body":"The AI Service is organized into specialized modules: Module Purpose config.rs Configuration management and AI service settings service.rs Main service logic and request handling mcp.rs Model Context Protocol integration for LLM tools knowledge.rs Knowledge base management and retrieval dag.rs Directed Acyclic Graph for workflow orchestration handlers.rs HTTP endpoint handlers tool_integration.rs Tool registration and execution","breadcrumbs":"AI Service Crate » Core Modules","id":"1719","title":"Core Modules"},"172":{"body":"provisioning config set \\\\ security.audit.enabled true \\\\ security.audit.retention_days 2555","breadcrumbs":"Setup Overview » Enable Audit Logging","id":"172","title":"Enable Audit Logging"},"1720":{"body":"User Request (natural language) ↓\\nHandlers (HTTP endpoint) ↓\\nIntent Recognition (config.rs) ↓\\nKnowledge Retrieval (knowledge.rs) ↓\\nMCP Tool Selection (mcp.rs) ↓\\nLLM Processing (external provider) ↓\\nDAG Execution Planning (dag.rs) ↓\\nInfrastructure Generation ↓\\nResponse to User","breadcrumbs":"AI Service Crate » Request Flow","id":"1720","title":"Request Flow"},"1721":{"body":"","breadcrumbs":"AI Service Crate » Configuration","id":"1721","title":"Configuration"},"1722":{"body":"# LLM Configuration\\nexport PROVISIONING_AI_PROVIDER=openai\\nexport PROVISIONING_AI_MODEL=gpt-4\\nexport PROVISIONING_AI_API_KEY=sk-... # Service Configuration\\nexport PROVISIONING_AI_PORT=9091\\nexport PROVISIONING_AI_LOG_LEVEL=info\\nexport PROVISIONING_AI_TIMEOUT=30 # Knowledge Base\\nexport PROVISIONING_AI_KNOWLEDGE_PATH=~/.provisioning/knowledge\\nexport PROVISIONING_AI_CACHE_TTL=3600 # RAG Configuration\\nexport PROVISIONING_AI_RAG_ENABLED=true\\nexport PROVISIONING_AI_RAG_SIMILARITY_THRESHOLD=0.75","breadcrumbs":"AI Service Crate » Environment Variables","id":"1722","title":"Environment Variables"},"1723":{"body":"# provisioning/config/ai-service.toml\\n[ai_service]\\nport = 9091\\ntimeout = 30\\nmax_concurrent_requests = 100 [llm]\\nprovider = \\"openai\\" # openai, anthropic, local\\nmodel = \\"gpt-4\\"\\napi_key = \\"${PROVISIONING_AI_API_KEY}\\"\\ntemperature = 0.7\\nmax_tokens = 2000 [knowledge]\\nenabled = true\\npath = \\"~/.provisioning/knowledge\\"\\ncache_ttl = 3600\\nupdate_interval = 3600 [rag]\\nenabled = true\\nsimilarity_threshold = 0.75\\nmax_results = 5\\nembedding_model = \\"text-embedding-3-small\\" [dag]\\nmax_parallel_tasks = 10\\ntimeout_per_task = 60\\nenable_rollback = true [security]\\nvalidate_inputs = true\\nrate_limit = 1000 # requests/minute\\naudit_logging = true","breadcrumbs":"AI Service Crate » Configuration File","id":"1723","title":"Configuration File"},"1724":{"body":"","breadcrumbs":"AI Service Crate » HTTP API","id":"1724","title":"HTTP API"},"1725":{"body":"Create Infrastructure Request POST /v1/infrastructure/create\\nContent-Type: application/json { \\"request\\": \\"Create 3 web servers with load balancing\\", \\"context\\": { \\"workspace\\": \\"production\\", \\"provider\\": \\"upcloud\\", \\"environment\\": \\"prod\\" }, \\"options\\": { \\"auto_apply\\": false, \\"return_nickel\\": true, \\"validate\\": true }\\n} Response : { \\"request_id\\": \\"req-12345\\", \\"status\\": \\"success\\", \\"infrastructure\\": { \\"servers\\": [ {\\"name\\": \\"web-01\\", \\"cpu\\": 4, \\"memory\\": 8}, {\\"name\\": \\"web-02\\", \\"cpu\\": 4, \\"memory\\": 8}, {\\"name\\": \\"web-03\\", \\"cpu\\": 4, \\"memory\\": 8} ], \\"load_balancer\\": {\\"name\\": \\"lb-01\\", \\"type\\": \\"round-robin\\"} }, \\"nickel_config\\": \\"{ servers = [...] }\\", \\"confidence\\": 0.92, \\"notes\\": [\\"All servers in same availability zone\\", \\"Load balancer configured for health checks\\"]\\n} Analyze Configuration POST /v1/configuration/analyze\\nContent-Type: application/json { \\"configuration\\": \\"{ name = \\\\\\"server-01\\\\\\", cpu = 2, memory = 4 }\\", \\"context\\": {\\"provider\\": \\"upcloud\\", \\"environment\\": \\"prod\\"}\\n} Response : { \\"analysis\\": { \\"resources\\": { \\"cpu_score\\": \\"low\\", \\"memory_score\\": \\"minimal\\", \\"recommendation\\": \\"Increase to cpu=4, memory=8 for production\\" }, \\"security\\": { \\"findings\\": [\\"No backup configured\\", \\"No monitoring\\"], \\"recommendations\\": [\\"Enable automated backups\\", \\"Deploy monitoring agent\\"] }, \\"cost\\": { \\"estimated_monthly\\": \\"$45\\", \\"optimization_potential\\": \\"20% cost reduction possible\\" } }\\n} Generate Policies POST /v1/policies/generate\\nContent-Type: application/json { \\"requirements\\": \\"Allow developers to create servers but not delete, admins full access\\", \\"format\\": \\"cedar\\"\\n} Response : { \\"policies\\": [ { \\"effect\\": \\"permit\\", \\"principal\\": {\\"role\\": \\"developer\\"}, \\"action\\": \\"CreateServer\\", \\"resource\\": \\"Server::*\\" }, { \\"effect\\": \\"permit\\", \\"principal\\": {\\"role\\": \\"admin\\"}, \\"action\\": [\\"CreateServer\\", \\"DeleteServer\\", \\"ModifyServer\\"], \\"resource\\": \\"Server::*\\" } ], \\"format\\": \\"cedar\\", \\"validation\\": \\"valid\\"\\n} Get Suggestions GET /v1/suggestions?context=database&workload=transactional&scale=large Response : { \\"suggestions\\": [ { \\"type\\": \\"database\\", \\"recommendation\\": \\"PostgreSQL 15 with pgvector\\", \\"rationale\\": \\"Optimal for transactional workload with vector support\\", \\"confidence\\": 0.95, \\"config\\": { \\"engine\\": \\"postgres\\", \\"version\\": \\"15\\", \\"extensions\\": [\\"pgvector\\"], \\"replicas\\": 3, \\"backup\\": \\"daily\\" } } ]\\n} Get Health Status GET /v1/health Response : { \\"status\\": \\"healthy\\", \\"version\\": \\"0.1.0\\", \\"llm\\": { \\"provider\\": \\"openai\\", \\"model\\": \\"gpt-4\\", \\"available\\": true }, \\"knowledge\\": { \\"documents\\": 1250, \\"last_update\\": \\"2026-01-16T01:00:00Z\\" }, \\"rag\\": { \\"enabled\\": true, \\"embeddings\\": 1250, \\"search_latency_ms\\": 45 }, \\"uptime_seconds\\": 86400\\n}","breadcrumbs":"AI Service Crate » Endpoints","id":"1725","title":"Endpoints"},"1726":{"body":"","breadcrumbs":"AI Service Crate » MCP Tool Integration","id":"1726","title":"MCP Tool Integration"},"1727":{"body":"The AI Service registers tools with the MCP server for LLM access: // Tools available to LLM\\ntools = [ \\"create_infrastructure\\", \\"analyze_configuration\\", \\"generate_policies\\", \\"get_recommendations\\", \\"query_knowledge_base\\", \\"estimate_costs\\", \\"check_compatibility\\", \\"validate_nickel\\"\\n]","breadcrumbs":"AI Service Crate » Available Tools","id":"1727","title":"Available Tools"},"1728":{"body":"{ \\"name\\": \\"create_infrastructure\\", \\"description\\": \\"Create infrastructure from natural language description\\", \\"parameters\\": { \\"type\\": \\"object\\", \\"properties\\": { \\"request\\": {\\"type\\": \\"string\\"}, \\"provider\\": {\\"type\\": \\"string\\"}, \\"context\\": {\\"type\\": \\"object\\"} }, \\"required\\": [\\"request\\"] }\\n}","breadcrumbs":"AI Service Crate » Tool Definitions","id":"1728","title":"Tool Definitions"},"1729":{"body":"","breadcrumbs":"AI Service Crate » Knowledge Base","id":"1729","title":"Knowledge Base"},"173":{"body":"# Create separate workspaces per tenant\\nprovisioning workspace create --name tenant-1\\nprovisioning workspace create --name tenant-2 # Each workspace has isolated configuration","breadcrumbs":"Setup Overview » Set Up Multi-Tenancy","id":"173","title":"Set Up Multi-Tenancy"},"1730":{"body":"knowledge/\\n├── infrastructure/ # Infrastructure patterns\\n│ ├── kubernetes/\\n│ ├── databases/\\n│ ├── networking/\\n│ └── security/\\n├── patterns/ # Design patterns\\n│ ├── high-availability/\\n│ ├── disaster-recovery/\\n│ └── performance/\\n├── providers/ # Provider-specific docs\\n│ ├── aws/\\n│ ├── upcloud/\\n│ └── hetzner/\\n└── best-practices/ # Best practices ├── security/ ├── operations/ └── cost-optimization/","breadcrumbs":"AI Service Crate » Structure","id":"1730","title":"Structure"},"1731":{"body":"# Add new knowledge document\\ncurl -X POST [http://localhost:9091/v1/knowledge/add](http://localhost:9091/v1/knowledge/add) \\\\ -H \\"Content-Type: application/json\\" \\\\ -d \'{ \\"category\\": \\"kubernetes\\", \\"title\\": \\"HA Kubernetes Setup\\", \\"content\\": \\"...\\" }\' # Update embeddings\\ncurl -X POST [http://localhost:9091/v1/knowledge/reindex](http://localhost:9091/v1/knowledge/reindex) # Get knowledge status\\ncurl [http://localhost:9091/v1/knowledge/status](http://localhost:9091/v1/knowledge/status)","breadcrumbs":"AI Service Crate » Updating Knowledge","id":"1731","title":"Updating Knowledge"},"1732":{"body":"","breadcrumbs":"AI Service Crate » DAG Execution","id":"1732","title":"DAG Execution"},"1733":{"body":"The AI Service uses DAGs to plan complex infrastructure deployments: Validate Config ├→ Create Network │ └→ Create Nodes │ └→ Install Kubernetes │ ├→ Add Monitoring (optional) │ └→ Setup Backup (optional) │ └→ Verify Compatibility └→ Estimate Costs","breadcrumbs":"AI Service Crate » Workflow Planning","id":"1733","title":"Workflow Planning"},"1734":{"body":"# Execute DAG workflow\\ncurl -X POST [http://localhost:9091/v1/workflow/execute](http://localhost:9091/v1/workflow/execute) \\\\ -H \\"Content-Type: application/json\\" \\\\ -d \'{ \\"dag\\": { \\"tasks\\": [ {\\"name\\": \\"validate\\", \\"action\\": \\"validate_config\\"}, {\\"name\\": \\"network\\", \\"action\\": \\"create_network\\", \\"depends_on\\": [\\"validate\\"]}, {\\"name\\": \\"nodes\\", \\"action\\": \\"create_nodes\\", \\"depends_on\\": [\\"network\\"]} ] } }\'","breadcrumbs":"AI Service Crate » Task Execution","id":"1734","title":"Task Execution"},"1735":{"body":"","breadcrumbs":"AI Service Crate » Performance Characteristics","id":"1735","title":"Performance Characteristics"},"1736":{"body":"Operation Latency Intent recognition 50-100ms Knowledge retrieval 100-200ms LLM inference 2-5 seconds Nickel generation 500ms-1s DAG planning 100-500ms Policy generation 1-2 seconds","breadcrumbs":"AI Service Crate » Latency","id":"1736","title":"Latency"},"1737":{"body":"Concurrent requests : 100+ QPS : 50+ requests/second Knowledge search : <50ms for 1000+ documents","breadcrumbs":"AI Service Crate » Throughput","id":"1737","title":"Throughput"},"1738":{"body":"Memory : 500MB-2GB (with cache) CPU : 1-4 cores Storage : 10GB-50GB (knowledge base) Network : 10Mbps-100Mbps (LLM requests)","breadcrumbs":"AI Service Crate » Resource Usage","id":"1738","title":"Resource Usage"},"1739":{"body":"","breadcrumbs":"AI Service Crate » Monitoring & Observability","id":"1739","title":"Monitoring & Observability"},"174":{"body":"After setup, validate everything works: # Run complete validation suite\\nprovisioning setup validate-all # Or check specific components\\nprovisioning setup validate-system # OS, dependencies\\nprovisioning setup validate-directories # Directory structure\\nprovisioning setup validate-config # Configuration syntax\\nprovisioning setup validate-providers # Cloud provider connectivity\\nprovisioning setup validate-security # Security settings","breadcrumbs":"Setup Overview » Setup Validation","id":"174","title":"Setup Validation"},"1740":{"body":"# Prometheus metrics exposed at /metrics\\nprovisioning_ai_requests_total{endpoint=\\"/v1/infrastructure/create\\"}\\nprovisioning_ai_request_duration_seconds{endpoint=\\"/v1/infrastructure/create\\"}\\nprovisioning_ai_llm_tokens{provider=\\"openai\\", model=\\"gpt-4\\"}\\nprovisioning_ai_knowledge_documents_total\\nprovisioning_ai_cache_hit_ratio","breadcrumbs":"AI Service Crate » Metrics","id":"1740","title":"Metrics"},"1741":{"body":"# View AI Service logs\\nprovisioning logs service ai-service --tail 100 # Debug mode\\nPROVISIONING_AI_LOG_LEVEL=debug provisioning service start ai-service","breadcrumbs":"AI Service Crate » Logging","id":"1741","title":"Logging"},"1742":{"body":"","breadcrumbs":"AI Service Crate » Troubleshooting","id":"1742","title":"Troubleshooting"},"1743":{"body":"# Test LLM connection\\ncurl -X POST [http://localhost:9091/v1/health](http://localhost:9091/v1/health) # Check configuration\\nprovisioning config get ai.llm # View logs\\nprovisioning logs service ai-service --filter \\"llm| \\\\ openai\\"","breadcrumbs":"AI Service Crate » LLM Connection Issues","id":"1743","title":"LLM Connection Issues"},"1744":{"body":"# Check knowledge base status\\ncurl [http://localhost:9091/v1/knowledge/status](http://localhost:9091/v1/knowledge/status) # Reindex embeddings\\ncurl -X POST [http://localhost:9091/v1/knowledge/reindex](http://localhost:9091/v1/knowledge/reindex) # Monitor RAG performance\\ncurl [http://localhost:9091/v1/rag/benchmark](http://localhost:9091/v1/rag/benchmark)","breadcrumbs":"AI Service Crate » Slow Knowledge Retrieval","id":"1744","title":"Slow Knowledge Retrieval"},"1745":{"body":"AI Architecture - System design RAG & Knowledge - Knowledge retrieval MCP Server - Model Context Protocol Orchestrator - Workflow execution","breadcrumbs":"AI Service Crate » Related Documentation","id":"1745","title":"Related Documentation"},"1746":{"body":"The RAG (Retrieval Augmented Generation) system enhances AI-generated infrastructure with domain-specific knowledge. It retrieves relevant documentation, best practices, and patterns to inform infrastructure recommendations.","breadcrumbs":"RAG & Knowledge Base » RAG & Knowledge Base","id":"1746","title":"RAG & Knowledge Base"},"1747":{"body":"","breadcrumbs":"RAG & Knowledge Base » Architecture","id":"1747","title":"Architecture"},"1748":{"body":"User Query ↓\\nQuery Embedder (text-embedding-3-small) ↓\\nVector Similarity Search (SurrealDB) ↓\\nKnowledge Retrieval (semantic matching) ↓\\nContext Augmentation ↓\\nLLM Processing (with knowledge context) ↓\\nInfrastructure Recommendation","breadcrumbs":"RAG & Knowledge Base » Components","id":"1748","title":"Components"},"1749":{"body":"Documentation Input ↓\\nDocument Chunking (512 tokens) ↓\\nSemantic Embedding ↓\\nVector Storage (SurrealDB) ↓\\nSimilarity Indexing ↓\\nQuery Time Retrieval","breadcrumbs":"RAG & Knowledge Base » Knowledge Flow","id":"1749","title":"Knowledge Flow"},"175":{"body":"If setup fails: Check logs - provisioning setup logs --tail 20 Verify dependencies - provisioning setup verify-dependencies Reset configuration - provisioning setup reset --workspace <name> Run diagnostics - provisioning diagnose setup Check documentation - See Troubleshooting","breadcrumbs":"Setup Overview » Troubleshooting Setup","id":"175","title":"Troubleshooting Setup"},"1750":{"body":"","breadcrumbs":"RAG & Knowledge Base » Knowledge Base Organization","id":"1750","title":"Knowledge Base Organization"},"1751":{"body":"Category Purpose Examples Infrastructure IaC patterns and templates Kubernetes, databases, networking Best Practices Operational guidelines HA patterns, disaster recovery Provider Guides Cloud provider documentation AWS, UpCloud, Hetzner specifics Performance Optimization guidelines Resource sizing, caching strategies Security Security hardening guides Encryption, authentication, compliance Troubleshooting Common issues and solutions Performance, deployment, debugging","breadcrumbs":"RAG & Knowledge Base » Document Categories","id":"1751","title":"Document Categories"},"1752":{"body":"id: \\"doc-k8s-ha-001\\"\\ncategory: \\"infrastructure\\"\\nsubcategory: \\"kubernetes\\"\\ntitle: \\"High Availability Kubernetes Cluster Setup\\"\\ntags: [\\"kubernetes\\", \\"high-availability\\", \\"production\\"]\\ncreated: \\"2026-01-10T00:00:00Z\\"\\nupdated: \\"2026-01-16T00:00:00Z\\" content: | # High Availability Kubernetes Cluster For production Kubernetes deployments, ensure: - Minimum 3 control planes - Distributed across availability zones - etcd with persistent storage - CNI plugin with network policies embedding: [0.123, 0.456]\\nmetadata: provider: [\\"aws\\", \\"upcloud\\", \\"hetzner\\"] environment: [\\"production\\"] cost_profile: \\"medium\\"","breadcrumbs":"RAG & Knowledge Base » Document Structure","id":"1752","title":"Document Structure"},"1753":{"body":"","breadcrumbs":"RAG & Knowledge Base » RAG Retrieval Process","id":"1753","title":"RAG Retrieval Process"},"1754":{"body":"When processing a user query, the system: Embed Query : Convert natural language to vector Search Index : Find similar documents (cosine similarity > threshold) Rank Results : Score by relevance Extract Context : Select top N chunks Augment Prompt : Add context to LLM request Example : User Query: \\"Create a Kubernetes cluster in AWS with auto-scaling\\" Vector Embedding: [0.234, 0.567, 0.891] Top Matches:\\n1. \\"HA Kubernetes Setup\\" (similarity: 0.94)\\n2. \\"AWS Auto-Scaling Patterns\\" (similarity: 0.87)\\n3. \\"Kubernetes Security Hardening\\" (similarity: 0.76) Retrieved Context:\\n- Minimum 3 control planes for HA\\n- Use AWS ASGs with cluster autoscaler\\n- Enable Pod Disruption Budgets\\n- Configure network policies LLM Prompt with Context:\\n\\"Create a Kubernetes cluster with the following context:\\n[...retrieved knowledge...]\\nUser request: Create a Kubernetes cluster in AWS with auto-scaling\\"","breadcrumbs":"RAG & Knowledge Base » Similarity Search","id":"1754","title":"Similarity Search"},"1755":{"body":"[rag]\\nenabled = true\\nsimilarity_threshold = 0.75\\nmax_results = 5\\nchunk_size = 512\\nchunk_overlap = 50 [embeddings]\\nmodel = \\"text-embedding-3-small\\"\\nprovider = \\"openai\\"\\ncache_embeddings = true [vector_store]\\nbackend = \\"surrealdb\\"\\nindex_type = \\"hnsw\\"\\nef_construction = 400\\nef_search = 200 [retrieval]\\nbm25_weight = 0.3\\nsemantic_weight = 0.7\\ndate_boost = 0.1","breadcrumbs":"RAG & Knowledge Base » Configuration","id":"1755","title":"Configuration"},"1756":{"body":"","breadcrumbs":"RAG & Knowledge Base » Managing Knowledge","id":"1756","title":"Managing Knowledge"},"1757":{"body":"Via API : curl -X POST [http://localhost:9091/v1/knowledge/add](http://localhost:9091/v1/knowledge/add) \\\\ -H \\"Content-Type: application/json\\" \\\\ -d \'{ \\"category\\": \\"infrastructure\\", \\"title\\": \\"PostgreSQL HA Setup\\", \\"content\\": \\"For production PostgreSQL: 3+ replicas, streaming replication\\", \\"tags\\": [\\"database\\", \\"postgresql\\", \\"ha\\"], \\"metadata\\": { \\"provider\\": [\\"aws\\", \\"upcloud\\"], \\"environment\\": [\\"production\\"] } }\' Batch Import : # Import from markdown files\\nprovisioning ai knowledge import \\\\ --source ./docs/knowledge \\\\ --category infrastructure \\\\ --auto-tag # Import from existing documentation\\nprovisioning ai knowledge import \\\\ --source provisioning/docs/src \\\\ --recursive","breadcrumbs":"RAG & Knowledge Base » Adding Documents","id":"1757","title":"Adding Documents"},"1758":{"body":"# List knowledge documents\\nprovisioning ai knowledge list --category infrastructure # Search knowledge base\\nprovisioning ai knowledge search \\"kubernetes high availability\\" # View document\\nprovisioning ai knowledge view doc-k8s-ha-001 # Update document\\nprovisioning ai knowledge update doc-k8s-ha-001 \\\\ --content \\"Updated content...\\" \\\\ --tags \\"kubernetes,ha,production,v1.28\\" # Delete document\\nprovisioning ai knowledge delete doc-k8s-ha-001","breadcrumbs":"RAG & Knowledge Base » Organizing Knowledge","id":"1758","title":"Organizing Knowledge"},"1759":{"body":"# Reindex all documents\\nprovisioning ai knowledge reindex --all # Reindex specific category\\nprovisioning ai knowledge reindex --category infrastructure # Check indexing status\\nprovisioning ai knowledge index-status # Rebuild vector index\\nprovisioning ai knowledge rebuild-vectors --model text-embedding-3-small","breadcrumbs":"RAG & Knowledge Base » Reindexing","id":"1759","title":"Reindexing"},"176":{"body":"After initial setup completes: Create workspaces - See Workspace Setup Configure providers - See Configuration Management Deploy infrastructure - See Getting Started Learn features - See Features Explore examples - See Examples","breadcrumbs":"Setup Overview » Next Steps After Setup","id":"176","title":"Next Steps After Setup"},"1760":{"body":"","breadcrumbs":"RAG & Knowledge Base » Knowledge Query API","id":"1760","title":"Knowledge Query API"},"1761":{"body":"POST /v1/knowledge/search\\nContent-Type: application/json { \\"query\\": \\"kubernetes cluster setup\\", \\"category\\": \\"infrastructure\\", \\"tags\\": [\\"kubernetes\\"], \\"limit\\": 5, \\"similarity_threshold\\": 0.75, \\"metadata_filter\\": { \\"provider\\": [\\"aws\\", \\"upcloud\\"], \\"environment\\": [\\"production\\"] }\\n} Response : { \\"results\\": [ { \\"id\\": \\"doc-k8s-ha-001\\", \\"title\\": \\"High Availability Kubernetes Cluster\\", \\"category\\": \\"infrastructure\\", \\"similarity\\": 0.94, \\"excerpt\\": \\"For production Kubernetes deployments, ensure minimum 3 control planes\\", \\"tags\\": [\\"kubernetes\\", \\"ha\\", \\"production\\"], \\"metadata\\": { \\"provider\\": [\\"aws\\", \\"upcloud\\", \\"hetzner\\"], \\"environment\\": [\\"production\\"] } } ], \\"search_time_ms\\": 45, \\"total_matches\\": 12\\n}","breadcrumbs":"RAG & Knowledge Base » Search Endpoint","id":"1761","title":"Search Endpoint"},"1762":{"body":"","breadcrumbs":"RAG & Knowledge Base » Knowledge Quality","id":"1762","title":"Knowledge Quality"},"1763":{"body":"# Check knowledge quality\\nprovisioning ai knowledge quality-report # Remove duplicate documents\\nprovisioning ai knowledge deduplicate # Fix broken references\\nprovisioning ai knowledge validate-refs # Update outdated docs\\nprovisioning ai knowledge mark-outdated \\\\ --category infrastructure \\\\ --older-than 180d","breadcrumbs":"RAG & Knowledge Base » Maintenance","id":"1763","title":"Maintenance"},"1764":{"body":"# Knowledge base statistics\\ncurl [http://localhost:9091/v1/knowledge/stats](http://localhost:9091/v1/knowledge/stats) Response : { \\"total_documents\\": 1250, \\"total_chunks\\": 8432, \\"categories\\": { \\"infrastructure\\": 450, \\"security\\": 200, \\"best_practices\\": 300 }, \\"embedding_coverage\\": 0.98, \\"indexed_chunks\\": 8256, \\"vector_index_size_mb\\": 245, \\"last_reindex\\": \\"2026-01-15T23:00:00Z\\"\\n}","breadcrumbs":"RAG & Knowledge Base » Metrics","id":"1764","title":"Metrics"},"1765":{"body":"RAG uses hybrid search combining semantic and keyword matching: BM25 Score (Keyword Match): 0.7\\nSemantic Score (Vector Similarity): 0.92 Hybrid Score = (0.3 × 0.7) + (0.7 × 0.92) = 0.21 + 0.644 = 0.854 Relevance: High ✓","breadcrumbs":"RAG & Knowledge Base » Hybrid Search","id":"1765","title":"Hybrid Search"},"1766":{"body":"[hybrid_search]\\nbm25_weight = 0.3\\nsemantic_weight = 0.7","breadcrumbs":"RAG & Knowledge Base » Configuration","id":"1766","title":"Configuration"},"1767":{"body":"","breadcrumbs":"RAG & Knowledge Base » Performance","id":"1767","title":"Performance"},"1768":{"body":"Operation Latency Embed query (512 tokens) 100-200ms Vector similarity search 20-50ms BM25 keyword search 10-30ms Hybrid ranking 5-10ms Total retrieval 50-100ms","breadcrumbs":"RAG & Knowledge Base » Retrieval Latency","id":"1768","title":"Retrieval Latency"},"1769":{"body":"Documents : 1000 → 8GB storage Documents : 10000 → 80GB storage Search latency : Consistent <50ms regardless of size (with HNSW indexing)","breadcrumbs":"RAG & Knowledge Base » Vector Index Size","id":"1769","title":"Vector Index Size"},"177":{"body":"Getting Started → See provisioning/docs/src/getting-started/ Features → See provisioning/docs/src/features/ Configuration Guide → See provisioning/docs/src/infrastructure/ Troubleshooting → See provisioning/docs/src/troubleshooting/","breadcrumbs":"Setup Overview » Related Documentation","id":"177","title":"Related Documentation"},"1770":{"body":"","breadcrumbs":"RAG & Knowledge Base » Security & Privacy","id":"1770","title":"Security & Privacy"},"1771":{"body":"# Restrict knowledge access\\nprovisioning ai knowledge acl set doc-k8s-ha-001 \\\\ --read \\"admin,developer\\" \\\\ --write \\"admin\\" # Audit knowledge access\\nprovisioning ai knowledge audit --document doc-k8s-ha-001","breadcrumbs":"RAG & Knowledge Base » Access Control","id":"1771","title":"Access Control"},"1772":{"body":"Sensitive Info : Automatically redacted from queries (API keys, passwords) Document Encryption : Optional at-rest encryption Query Logging : Audit trail for compliance [security]\\nredact_patterns = [\\"password\\", \\"api_key\\", \\"secret\\"]\\nencrypt_documents = true\\naudit_queries = true","breadcrumbs":"RAG & Knowledge Base » Data Protection","id":"1772","title":"Data Protection"},"1773":{"body":"AI Architecture - System design AI Service Crate - Core microservice Natural Language Infrastructure - LLM usage MCP Server - Tool integration","breadcrumbs":"RAG & Knowledge Base » Related Documentation","id":"1773","title":"Related Documentation"},"1774":{"body":"Use natural language to describe infrastructure requirements and get automatically generated Nickel configurations and deployment plans.","breadcrumbs":"Natural Language Infrastructure » Natural Language Infrastructure","id":"1774","title":"Natural Language Infrastructure"},"1775":{"body":"Natural Language Infrastructure (NLI) allows requesting infrastructure changes in plain English: # Instead of writing complex Nickel...\\nprovisioning ai \\"Deploy a 3-node HA PostgreSQL cluster with automatic backups in AWS\\" # Or interactively...\\nprovisioning ai interactive # Interactive mode guides you through requirements","breadcrumbs":"Natural Language Infrastructure » Overview","id":"1775","title":"Overview"},"1776":{"body":"","breadcrumbs":"Natural Language Infrastructure » How It Works","id":"1776","title":"How It Works"},"1777":{"body":"User Natural Language Input ↓\\nIntent Recognition ├─ Extract resource type (server, database, cluster) ├─ Identify constraints (HA, region, size) └─ Detect options (monitoring, backup, encryption) ↓\\nRAG Knowledge Retrieval ├─ Find similar deployments ├─ Retrieve best practices └─ Get provider-specific guidance ↓\\nLLM Inference (GPT-4, Claude 3) ├─ Generate Nickel schema ├─ Calculate resource requirements └─ Create deployment plan ↓\\nConfiguration Validation ├─ Type checking via Nickel compiler ├─ Schema validation └─ Constraint verification ↓\\nInfrastructure Deployment ├─ Dry-run simulation ├─ Cost estimation └─ User confirmation ↓\\nExecution & Monitoring","breadcrumbs":"Natural Language Infrastructure » Request Processing Pipeline","id":"1777","title":"Request Processing Pipeline"},"1778":{"body":"","breadcrumbs":"Natural Language Infrastructure » Command Usage","id":"1778","title":"Command Usage"},"1779":{"body":"# Web servers with load balancing\\nprovisioning ai \\"Create 3 web servers with load balancer\\" # Database setup\\nprovisioning ai \\"Deploy PostgreSQL with 2 replicas and daily backups\\" # Kubernetes cluster\\nprovisioning ai \\"Create production Kubernetes cluster with Prometheus monitoring\\"","breadcrumbs":"Natural Language Infrastructure » Simple Requests","id":"1779","title":"Simple Requests"},"178":{"body":"Configure Provisioning after installation.","breadcrumbs":"Initial Setup » Initial Setup","id":"178","title":"Initial Setup"},"1780":{"body":"# Multi-cloud deployment\\nprovisioning ai \\" Deploy: - 3 HA Kubernetes clusters (AWS, UpCloud, Hetzner) - PostgreSQL 15 with synchronous replication - Redis cluster for caching - ELK stack for logging - Prometheus for monitoring Constraints: - Cross-region high availability - Encrypted inter-region communication - Auto-scaling based on CPU (70%)\\n\\" # Disaster recovery setup\\nprovisioning ai \\" Set up disaster recovery for production environment: - Active-passive failover to secondary region - Daily automated backups (30-day retention) - Monthly DR tests with automated reports - RTO: 4 hours, RPO: 1 hour - Test failover every week\\n\\"","breadcrumbs":"Natural Language Infrastructure » Complex Requests","id":"1780","title":"Complex Requests"},"1781":{"body":"# Start interactive mode\\nprovisioning ai interactive # System asks clarifying questions:\\n# Q: What type of infrastructure? (server, database, cluster, other)\\n# Q: Which cloud provider? (aws, upcloud, hetzner, local)\\n# Q: Production or development?\\n# Q: High availability required?\\n# Q: Expected load? (small, medium, large, enterprise)\\n# Q: Monitoring and logging?\\n# Q: Backup strategy? # Shows generated configuration for approval","breadcrumbs":"Natural Language Infrastructure » Interactive Mode","id":"1781","title":"Interactive Mode"},"1782":{"body":"","breadcrumbs":"Natural Language Infrastructure » Example: Web Application Deployment","id":"1782","title":"Example: Web Application Deployment"},"1783":{"body":"provisioning ai \\" Deploy a production web application: - Frontend: 3 nginx servers with auto-scaling - API: 5 FastAPI instances behind load balancer - Database: HA PostgreSQL with read replicas - Cache: Redis cluster - Monitoring: Prometheus and Grafana - Logs: Elasticsearch + Kibana Environment: AWS Region: us-east-1 (primary), eu-west-1 (DR) Budget: $5000/month max\\n\\"","breadcrumbs":"Natural Language Infrastructure » Request","id":"1783","title":"Request"},"1784":{"body":"The system generates: 1. Nickel Infrastructure Definition : { metadata = { generated_by = \\"provisioning-ai\\" timestamp = \\"2026-01-16T01:47:00Z\\" confidence = 0.94 } infrastructure = { frontend = { servers = 3 cpu = 4 memory = 8 type = \\"t3.large\\" auto_scaling = { min = 3 max = 10 target_cpu = 70 } } api = { servers = 5 cpu = 8 memory = 16 type = \\"t3.xlarge\\" load_balancer = { type = \\"application\\" health_check = \\"/health\\" } } database = { type = \\"postgresql\\" version = \\"15\\" replicas = 2 backup = { enabled = true frequency = \\"daily\\" retention_days = 30 } } cache = { type = \\"redis\\" nodes = 3 cluster_mode = true replication = true } monitoring = { prometheus = true grafana = true retention_days = 30 } logging = { elasticsearch = true kibana = true retention_days = 30 } } provider = \\"aws\\" region_primary = \\"us-east-1\\" region_dr = \\"eu-west-1\\" cost_estimate = { monthly = \\"$4850\\" breakdown = { compute = \\"$2500\\" database = \\"$1200\\" cache = \\"$600\\" monitoring = \\"$400\\" networking = \\"$150\\" } }\\n} 2. Deployment Plan : Deployment Plan: Web Application (Production) Phase 1: Network & Storage (2-3 hours) - Create VPCs in us-east-1 and eu-west-1 - Set up inter-region VPN - Create EBS volumes for database - Create EFS for shared storage Phase 2: Compute Instances (4-5 hours) - Launch 3 frontend servers - Launch 5 API servers - Create load balancers - Set up auto-scaling groups Phase 3: Databases (3-4 hours) - Create PostgreSQL primary - Create read replicas - Configure replication - Run initial backup Phase 4: Cache & Services (2-3 hours) - Create Redis cluster - Deploy Prometheus - Deploy Grafana - Deploy Elasticsearch/Kibana Phase 5: Configuration (2-3 hours) - Configure health checks - Set up monitoring alerts - Configure log shipping - Deploy TLS certificates Total Estimated Time: 13-18 hours 3. Cost Breakdown : Monthly Cost Estimate: $4,850 Compute $2,500 (EC2 instances)\\nDatabase $1,200 (RDS PostgreSQL)\\nCache $600 (ElastiCache Redis)\\nMonitoring $400 (CloudWatch + Grafana)\\nNetworking $150 (NAT Gateway, VPN) 4. Risk Assessment : Warnings:\\n- Budget limit reached at $4,850 (max: $5,000)\\n- Cross-region networking latency: 80-100ms\\n- Database failover time: 1-2 minutes Recommendations:\\n- Implement connection pooling in API\\n- Use read replicas for analytics queries\\n- Consider spot instances for non-critical services (30% cost savings)","breadcrumbs":"Natural Language Infrastructure » Generated Configuration","id":"1784","title":"Generated Configuration"},"1785":{"body":"","breadcrumbs":"Natural Language Infrastructure » Output Formats","id":"1785","title":"Output Formats"},"1786":{"body":"# Get Bash deployment script\\nprovisioning ai \\"...\\" --output bash > deploy.sh # Get Nushell script\\nprovisioning ai \\"...\\" --output nushell > deploy.nu # Get Terraform\\nprovisioning ai \\"...\\" --output terraform > main.tf # Get Nickel (default)\\nprovisioning ai \\"...\\" --output nickel > infrastructure.ncl","breadcrumbs":"Natural Language Infrastructure » Get Deployment Script","id":"1786","title":"Get Deployment Script"},"1787":{"body":"# Save configuration for review\\nprovisioning ai \\"...\\" --save deployment-plan --review # Deploy from saved plan\\nprovisioning apply deployment-plan # Compare with current state\\nprovisioning diff deployment-plan","breadcrumbs":"Natural Language Infrastructure » Save for Later","id":"1787","title":"Save for Later"},"1788":{"body":"","breadcrumbs":"Natural Language Infrastructure » Configuration","id":"1788","title":"Configuration"},"1789":{"body":"# Use OpenAI (default)\\nexport PROVISIONING_AI_PROVIDER=openai\\nexport PROVISIONING_AI_MODEL=gpt-4 # Use Anthropic\\nexport PROVISIONING_AI_PROVIDER=anthropic\\nexport PROVISIONING_AI_MODEL=claude-3-opus # Use local model\\nexport PROVISIONING_AI_PROVIDER=local\\nexport PROVISIONING_AI_MODEL=llama2:70b","breadcrumbs":"Natural Language Infrastructure » LLM Provider Selection","id":"1789","title":"LLM Provider Selection"},"179":{"body":"Initial setup validates your environment and prepares Provisioning for workspace creation. The setup process performs system detection, dependency verification, and configuration initialization.","breadcrumbs":"Initial Setup » Overview","id":"179","title":"Overview"},"1790":{"body":"# ~/.config/provisioning/ai.yaml\\nnatural_language: output_format: nickel # nickel, terraform, bash, nushell include_cost_estimate: true include_risk_assessment: true include_deployment_plan: true auto_review: false # Require approval before deploy dry_run: true # Simulate before execution confidence_threshold: 0.85 # Reject low-confidence results style: verbosity: detailed include_alternatives: true explain_reasoning: true","breadcrumbs":"Natural Language Infrastructure » Response Options","id":"1790","title":"Response Options"},"1791":{"body":"","breadcrumbs":"Natural Language Infrastructure » Advanced Features","id":"1791","title":"Advanced Features"},"1792":{"body":"provisioning ai \\" Deploy web cluster: - If environment is production: HA setup with 5 nodes - If environment is staging: Standard setup with 2 nodes - If environment is dev: Single node with development tools\\n\\"","breadcrumbs":"Natural Language Infrastructure » Conditional Infrastructure","id":"1792","title":"Conditional Infrastructure"},"1793":{"body":"# Generate cost-optimized alternative\\nprovisioning ai \\"...\\" --optimize-for cost # Generate performance-optimized alternative\\nprovisioning ai \\"...\\" --optimize-for performance # Generate high-availability alternative\\nprovisioning ai \\"...\\" --optimize-for availability","breadcrumbs":"Natural Language Infrastructure » Cost-Optimized Variants","id":"1793","title":"Cost-Optimized Variants"},"1794":{"body":"# Use existing templates as base\\nprovisioning ai \\"...\\" --template kubernetes-ha # List available templates\\nprovisioning ai templates list","breadcrumbs":"Natural Language Infrastructure » Template-Based Generation","id":"1794","title":"Template-Based Generation"},"1795":{"body":"","breadcrumbs":"Natural Language Infrastructure » Safety & Validation","id":"1795","title":"Safety & Validation"},"1796":{"body":"# Generate and review (no auto-execute)\\nprovisioning ai \\"...\\" --review # Review generated Nickel\\ncat deployment-plan.ncl # Validate configuration\\nprovisioning validate deployment-plan.ncl # Dry-run to see what changes\\nprovisioning apply --dry-run deployment-plan.ncl # Apply after approval\\nprovisioning apply deployment-plan.ncl","breadcrumbs":"Natural Language Infrastructure » Review Before Deploy","id":"1796","title":"Review Before Deploy"},"1797":{"body":"# Create deployment with automatic rollback\\nprovisioning ai \\"...\\" --with-rollback # Manual rollback if issues\\nprovisioning workflow rollback --to-checkpoint # View deployment history\\nprovisioning history list --type infrastructure","breadcrumbs":"Natural Language Infrastructure » Rollback Support","id":"1797","title":"Rollback Support"},"1798":{"body":"Context Window : Very large infrastructure descriptions may exceed LLM limits Ambiguity : Unclear requirements may produce suboptimal configurations Provider Specifics : Some provider-specific features may require manual adjustment Cost : API calls incur per-token charges Latency : Processing takes 2-10 seconds depending on complexity","breadcrumbs":"Natural Language Infrastructure » Limitations","id":"1798","title":"Limitations"},"1799":{"body":"AI Architecture - System design AI Service Crate - Core microservice RAG & Knowledge - Knowledge retrieval TypeDialog Integration - Form AI Nickel Guide - Configuration syntax","breadcrumbs":"Natural Language Infrastructure » Related Documentation","id":"1799","title":"Related Documentation"},"18":{"body":"docker run -it provisioning/provisioning:latest \\\\ provisioning --version","breadcrumbs":"Getting Started » Option 2: Container","id":"18","title":"Option 2: Container"},"180":{"body":"Before initial setup, ensure: Provisioning CLI installed and in PATH Nushell 0.109.0+ installed Nickel installed SOPS 3.10.2+ installed Age 1.2.1+ installed K9s 0.50.6+ installed (for Kubernetes) Verify installation: provisioning version\\nnu --version\\nnickel --version\\nsops --version\\nage --version","breadcrumbs":"Initial Setup » Prerequisites","id":"180","title":"Prerequisites"},"181":{"body":"Provisioning provides configuration profiles for different use cases:","breadcrumbs":"Initial Setup » Setup Profiles","id":"181","title":"Setup Profiles"},"182":{"body":"For local development and testing: provisioning setup profile --profile developer Includes : Local provider (simulation environment) Development workspace Test environment configuration Debug logging enabled No MFA required Workspace directory: ~/.provisioning-dev/","breadcrumbs":"Initial Setup » 1. Developer Profile","id":"182","title":"1. Developer Profile"},"183":{"body":"For production deployments: provisioning setup profile --profile production Includes : Encrypted configuration Strict validation rules MFA enabled Audit logging enabled Workspace directory: /opt/provisioning/","breadcrumbs":"Initial Setup » 2. Production Profile","id":"183","title":"2. Production Profile"},"184":{"body":"For unattended automation: provisioning setup profile --profile cicd Includes : Headless mode (no TUI prompts) Service account authentication Automated backups Policy enforcement Unattended upgrade support","breadcrumbs":"Initial Setup » 3. CI/CD Profile","id":"184","title":"3. CI/CD Profile"},"185":{"body":"The setup system automatically detects: # System detection\\nOS: $(uname -s)\\nCPU: $(lscpu | grep \'CPU(s)\' | awk \'{print $NF}\')\\nRAM: $(free -h | grep Mem | awk \'{print $2}\')\\nArchitecture: $(uname -m) The system adapts configuration based on detected resources: Detected Resource Configuration 2-4 CPU cores Solo (single-instance) mode 4-8 CPU cores MultiUser mode (small cluster) 8+ CPU cores CICD or Enterprise mode 4GB RAM Minimal services only 8GB RAM Standard setup 16GB+ RAM Full feature set","breadcrumbs":"Initial Setup » Configuration Detection","id":"185","title":"Configuration Detection"},"186":{"body":"","breadcrumbs":"Initial Setup » Setup Steps","id":"186","title":"Setup Steps"},"187":{"body":"provisioning setup validate Checks: ✅ All dependencies installed ✅ Permission levels ✅ Network connectivity ✅ Disk space (minimum 20GB recommended)","breadcrumbs":"Initial Setup » Step 1: Validate Environment","id":"187","title":"Step 1: Validate Environment"},"188":{"body":"provisioning setup init Creates: ~/.config/provisioning/ - User configuration directory ~/.config/provisioning/user_config.yaml - User settings ~/.provisioning/workspaces/ - Workspace registry","breadcrumbs":"Initial Setup » Step 2: Initialize Configuration","id":"188","title":"Step 2: Initialize Configuration"},"189":{"body":"provisioning setup providers Interactive configuration for: UpCloud (API key, endpoint) AWS (Access key, secret, region) Hetzner (API token) Local (No configuration required) Store credentials securely: # Credentials are encrypted with SOPS + Age\\n~/.config/provisioning/.secrets/providers.enc.yaml","breadcrumbs":"Initial Setup » Step 3: Configure Providers","id":"189","title":"Step 3: Configure Providers"},"19":{"body":"git clone [https://github.com/provisioning/provisioning.git](https://github.com/provisioning/provisioning.git)\\ncd provisioning\\ncargo build --release\\n./target/release/provisioning --version See Installation for detailed instructions.","breadcrumbs":"Getting Started » Option 3: Build from Source","id":"19","title":"Option 3: Build from Source"},"190":{"body":"provisioning setup security Sets up: JWT secret for authentication KMS backend (local, Cosmian, AWS KMS) Encryption keys Certificate authorities","breadcrumbs":"Initial Setup » Step 4: Configure Security","id":"190","title":"Step 4: Configure Security"},"191":{"body":"provisioning verify Checks: ✅ All components running ✅ Provider connectivity ✅ Configuration validity ✅ Security systems operational","breadcrumbs":"Initial Setup » Step 5: Verify Installation","id":"191","title":"Step 5: Verify Installation"},"192":{"body":"User configuration is stored in ~/.config/provisioning/user_config.yaml: # User preferences\\nuser: name: \\"Your Name\\" email: \\"[your@email.com](mailto:your@email.com)\\" default_region: \\"us-east-1\\" # Workspace settings\\nworkspaces: active: \\"my-project\\" directory: \\"~/.provisioning/workspaces/\\" registry: my-project: path: \\"/home/user/.provisioning/workspaces/workspace_my_project\\" created: \\"2026-01-16T10:30:00Z\\" template: \\"default\\" # Provider defaults\\nproviders: default: \\"upcloud\\" upcloud: endpoint: \\" [https://api.upcloud.com\\"](https://api.upcloud.com\\") aws: region: \\"us-east-1\\" # Security settings\\nsecurity: mfa_enabled: false kms_backend: \\"local\\" encryption: \\"aes-256-gcm\\" # Display options\\nui: theme: \\"dark\\" table_format: \\"compact\\" colors: true # Logging\\nlogging: level: \\"info\\" output: \\"console\\" file: \\"~/.provisioning/logs/provisioning.log\\"","breadcrumbs":"Initial Setup » User Configuration","id":"192","title":"User Configuration"},"193":{"body":"Override settings with environment variables: # Provider selection\\nexport PROVISIONING_PROVIDER=aws # Workspace selection\\nexport PROVISIONING_WORKSPACE=my-project # Logging\\nexport PROVISIONING_LOG_LEVEL=debug # Configuration path\\nexport PROVISIONING_CONFIG=~/.config/provisioning/ # KMS endpoint\\nexport PROVISIONING_KMS_ENDPOINT= [http://localhost:8080](http://localhost:8080)","breadcrumbs":"Initial Setup » Environment Variables","id":"193","title":"Environment Variables"},"194":{"body":"","breadcrumbs":"Initial Setup » Troubleshooting","id":"194","title":"Troubleshooting"},"195":{"body":"# Install missing tools\\nbrew install nushell nickel sops age k9s # Verify\\nprovisioning setup validate","breadcrumbs":"Initial Setup » Missing Dependencies","id":"195","title":"Missing Dependencies"},"196":{"body":"# Fix directory permissions\\nchmod 700 ~/.config/provisioning/\\nchmod 600 ~/.config/provisioning/user_config.yaml","breadcrumbs":"Initial Setup » Permission Errors","id":"196","title":"Permission Errors"},"197":{"body":"# Test provider connectivity\\nprovisioning providers test upcloud --verbose # Verify credentials\\ncat ~/.config/provisioning/.secrets/providers.enc.yaml","breadcrumbs":"Initial Setup » Provider Connection Failed","id":"197","title":"Provider Connection Failed"},"198":{"body":"After initial setup: Create workspace Configure infrastructure Deploy first cluster","breadcrumbs":"Initial Setup » Next Steps","id":"198","title":"Next Steps"},"199":{"body":"Create and initialize your first Provisioning workspace.","breadcrumbs":"Workspace Setup » Workspace Setup","id":"199","title":"Workspace Setup"},"2":{"body":"Workspace Management : Default mode for organizing infrastructure, settings, schemas, and extensions Type-Safe Configuration : Nickel-based configuration system with validation and contracts Multi-Cloud Support : Unified interface for AWS, UpCloud, and local providers Modular CLI Architecture : 111+ commands with 84% code reduction through modularity Batch Workflow Engine : Orchestrate complex multi-cloud operations Complete Security System : Authentication, authorization, encryption, and compliance Extensible Architecture : Custom providers, task services, and plugins","breadcrumbs":"Introduction » Key Features","id":"2","title":"Key Features"},"20":{"body":"Read Quick Start - 5-minute walkthrough Complete First Deployment - Deploy real infrastructure Run Verification - Validate system health Move to Guides - Learn advanced features Explore Examples - Real-world scenarios","breadcrumbs":"Getting Started » Next Steps After Installation","id":"20","title":"Next Steps After Installation"},"200":{"body":"A workspace is the default organizational unit for all infrastructure work in Provisioning. It groups infrastructure definitions, configurations, extensions, and runtime data in an isolated environment.","breadcrumbs":"Workspace Setup » Overview","id":"200","title":"Overview"},"201":{"body":"Every workspace follows a consistent directory structure: workspace_my_project/\\n├── config/ # Workspace configuration\\n│ ├── workspace.ncl # Workspace definition (Nickel)\\n│ ├── provisioning.yaml # Workspace metadata\\n│ ├── dev-defaults.toml # Development environment settings\\n│ ├── test-defaults.toml # Testing environment settings\\n│ └── prod-defaults.toml # Production environment settings\\n│\\n├── infra/ # Infrastructure definitions\\n│ ├── servers.ncl # Server configurations\\n│ ├── clusters.ncl # Cluster definitions\\n│ ├── networks.ncl # Network configurations\\n│ └── batch-workflows.ncl # Batch workflow definitions\\n│\\n├── extensions/ # Workspace-specific extensions (optional)\\n│ ├── providers/ # Custom providers\\n│ ├── taskservs/ # Custom task services\\n│ ├── clusters/ # Custom cluster templates\\n│ └── workflows/ # Custom workflow definitions\\n│\\n└── runtime/ # Runtime data (gitignored) ├── state/ # Infrastructure state files ├── checkpoints/ # Workflow checkpoints ├── logs/ # Operation logs └── generated/ # Generated configuration files","breadcrumbs":"Workspace Setup » Workspace Structure","id":"201","title":"Workspace Structure"},"202":{"body":"","breadcrumbs":"Workspace Setup » Creating a Workspace","id":"202","title":"Creating a Workspace"},"203":{"body":"# Create from default template\\nprovisioning workspace init my-project # Create from specific template\\nprovisioning workspace init my-k8s --template kubernetes-ha # Create with custom path\\nprovisioning workspace init my-project --path /custom/location","breadcrumbs":"Workspace Setup » Method 1: From Built-in Template","id":"203","title":"Method 1: From Built-in Template"},"204":{"body":"# Clone infrastructure repository\\ngit clone [https://github.com/org/infra-repo.git](https://github.com/org/infra-repo.git) my-infra\\ncd my-infra # Import as workspace\\nprovisioning workspace init . --import","breadcrumbs":"Workspace Setup » Method 2: From Git Repository","id":"204","title":"Method 2: From Git Repository"},"205":{"body":"Provisioning includes templates for common use cases: Template Description Use Case default Minimal structure General-purpose infrastructure kubernetes-ha HA Kubernetes (3 control planes) Production Kubernetes deployments development Dev-optimized with Docker Compose Local testing and development multi-cloud Multiple provider configs Multi-cloud deployments database-cluster Database-focused Database infrastructure cicd CI/CD pipeline configs Automated deployment pipelines List available templates: provisioning workspace templates # Show template details\\nprovisioning workspace template show kubernetes-ha","breadcrumbs":"Workspace Setup » Available Templates","id":"205","title":"Available Templates"},"206":{"body":"","breadcrumbs":"Workspace Setup » Switching Workspaces","id":"206","title":"Switching Workspaces"},"207":{"body":"provisioning workspace list # Example output:\\nNAME PATH LAST_USED STATUS\\nmy-project ~/.provisioning/workspace_my 2026-01-16 10:30 Active\\ndev-env ~/.provisioning/workspace_dev 2026-01-15 15:45\\nproduction ~/.provisioning/workspace_prod 2026-01-10 09:00","breadcrumbs":"Workspace Setup » List All Workspaces","id":"207","title":"List All Workspaces"},"208":{"body":"# Switch workspace\\nprovisioning workspace switch my-project # Verify switch\\nprovisioning workspace status # Quick switch (shortcut)\\nprovisioning ws switch dev-env When you switch workspaces: Active workspace marker updates in user configuration Environment variables update for current session CLI prompt changes (if configured) Last-used timestamp updates","breadcrumbs":"Workspace Setup » Switch to a Workspace","id":"208","title":"Switch to a Workspace"},"209":{"body":"The workspace registry is stored in user configuration: # ~/.config/provisioning/user_config.yaml\\nworkspaces: active: my-project registry: my-project: path: ~/.provisioning/workspaces/workspace_my_project created: 2026-01-16T10:30:00Z last_used: 2026-01-16T14:20:00Z template: default","breadcrumbs":"Workspace Setup » Workspace Registry","id":"209","title":"Workspace Registry"},"21":{"body":"Q: How long does installation take? A: 5-10 minutes including cloud credential setup. Q: What if I don\'t have a cloud account? A: Try our demo provider in local mode - no cloud account needed. Q: Can I use Provisioning offline? A: Yes, with local provider. Cloud operations require internet. Q: What\'s the learning curve? A: 30 minutes for basics, days to master advanced features. Q: Where do I get help? A: See Getting Help or Troubleshooting .","breadcrumbs":"Getting Started » Common Questions","id":"21","title":"Common Questions"},"210":{"body":"","breadcrumbs":"Workspace Setup » Configuring Workspace","id":"210","title":"Configuring Workspace"},"211":{"body":"# workspace.ncl - Workspace configuration { # Workspace metadata name = \\"my-project\\" description = \\"My infrastructure project\\" version = \\"1.0.0\\" # Environment settings environment = \'production # Default provider provider = \\"upcloud\\" # Region preferences region = \\"de-fra1\\" # Workspace-specific providers (override defaults) providers = { upcloud = { endpoint = \\" [https://api.upcloud.com\\"](https://api.upcloud.com\\") region = \\"de-fra1\\" } aws = { region = \\"us-east-1\\" } } # Extensions (inherit from provisioning/extensions/) extensions = { providers = [\\"upcloud\\", \\"aws\\"] taskservs = [\\"kubernetes\\", \\"docker\\", \\"postgres\\"] clusters = [\\"web\\", \\"oci-reg\\"] }\\n}","breadcrumbs":"Workspace Setup » Workspace Definition (workspace.ncl)","id":"211","title":"Workspace Definition (workspace.ncl)"},"212":{"body":"Create environment-specific configuration files: # Development environment\\nconfig/dev-defaults.toml:\\n[server]\\nplan = \\"small\\"\\nbackup_enabled = false # Production environment\\nconfig/prod-defaults.toml:\\n[server]\\nplan = \\"large\\"\\nbackup_enabled = true\\nmonitoring_enabled = true Use environment selection: # Deploy to development\\nPROVISIONING_ENV=dev provisioning server create # Deploy to production (stricter validation)\\nPROVISIONING_ENV=prod provisioning server create --validate","breadcrumbs":"Workspace Setup » Environment-Specific Configuration","id":"212","title":"Environment-Specific Configuration"},"213":{"body":"name: \\"my-project\\"\\nversion: \\"1.0.0\\"\\ncreated: \\"2026-01-16T10:30:00Z\\"\\nowner: \\"team-infra\\" # Provider configuration\\nproviders: default: \\"upcloud\\" upcloud: api_endpoint: \\" [https://api.upcloud.com\\"](https://api.upcloud.com\\") region: \\"de-fra1\\" aws: region: \\"us-east-1\\" # Workspace features\\nfeatures: workspace_switching: true batch_workflows: true test_environment: true security_system: true # Validation rules\\nvalidation: strict: true check_dependencies: true validate_certificates: true # Backup settings\\nbackup: enabled: true frequency: \\"daily\\" retention_days: 30","breadcrumbs":"Workspace Setup » Workspace Metadata (provisioning.yaml)","id":"213","title":"Workspace Metadata (provisioning.yaml)"},"214":{"body":"","breadcrumbs":"Workspace Setup » Initializing Infrastructure","id":"214","title":"Initializing Infrastructure"},"215":{"body":"Create infra/servers.ncl: let defaults = import \\"defaults.ncl\\" in { servers = [ defaults.make_server { name = \\"web-01\\" plan = \\"medium\\" region = \\"de-fra1\\" } defaults.make_server { name = \\"db-01\\" plan = \\"large\\" region = \\"de-fra1\\" backup_enabled = true } ]\\n}","breadcrumbs":"Workspace Setup » Step 1: Create Infrastructure Definition","id":"215","title":"Step 1: Create Infrastructure Definition"},"216":{"body":"# Validate Nickel configuration\\nnickel typecheck infra/servers.ncl # Export and validate\\nnickel export infra/servers.ncl | provisioning validate config # Verbose validation\\nprovisioning validate config --verbose","breadcrumbs":"Workspace Setup » Step 2: Validate Configuration","id":"216","title":"Step 2: Validate Configuration"},"217":{"body":"# Export Nickel to TOML (generated output)\\nnickel export --format toml infra/servers.ncl > infra/servers.toml # The .toml files are auto-generated, don\'t edit directly","breadcrumbs":"Workspace Setup » Step 3: Export Configuration","id":"217","title":"Step 3: Export Configuration"},"218":{"body":"","breadcrumbs":"Workspace Setup » Workspace Security","id":"218","title":"Workspace Security"},"219":{"body":"Credentials are encrypted with SOPS + Age: # Initialize secrets\\nprovisioning sops init # Create encrypted secrets file\\nprovisioning sops create .secrets/providers.enc.yaml # Encrypt existing credentials\\nsops -e -i infra/credentials.toml","breadcrumbs":"Workspace Setup » Securing Credentials","id":"219","title":"Securing Credentials"},"22":{"body":"Provisioning works in these steps: 1. Install Platform ↓\\n2. Create Workspace ↓\\n3. Add Cloud Provider Credentials ↓\\n4. Write Nickel Configuration ↓\\n5. Deploy Infrastructure ↓\\n6. Monitor & Manage","breadcrumbs":"Getting Started » Architecture Overview","id":"22","title":"Architecture Overview"},"220":{"body":"Version control best practices: # COMMIT (shared with team)\\ninfra/**/*.ncl # Infrastructure definitions\\nconfig/*.toml # Environment configurations\\nconfig/provisioning.yaml # Workspace metadata\\nextensions/**/* # Custom extensions # GITIGNORE (never commit)\\nconfig/local-overrides.toml # Local user settings\\nruntime/**/* # Runtime data and state\\n**/*.secret # Credential files\\n**/*.enc # Encrypted files (if not decrypted locally)","breadcrumbs":"Workspace Setup » Git Workflow","id":"220","title":"Git Workflow"},"221":{"body":"","breadcrumbs":"Workspace Setup » Multi-Workspace Strategies","id":"221","title":"Multi-Workspace Strategies"},"222":{"body":"# Create dedicated workspaces\\nprovisioning workspace init myapp-dev\\nprovisioning workspace init myapp-staging\\nprovisioning workspace init myapp-prod # Each workspace is completely isolated\\nprovisioning ws switch myapp-prod\\nprovisioning server create # Creates in prod only Pros : Complete isolation, different credentials, independent state Cons : More workspace management, configuration duplication","breadcrumbs":"Workspace Setup » Strategy 1: Separate Workspaces Per Environment","id":"222","title":"Strategy 1: Separate Workspaces Per Environment"},"223":{"body":"# Single workspace with environment configs\\nprovisioning workspace init myapp # Deploy to different environments\\nPROVISIONING_ENV=dev provisioning server create\\nPROVISIONING_ENV=staging provisioning server create\\nPROVISIONING_ENV=prod provisioning server create Pros : Shared configuration, easier maintenance Cons : Shared credentials, risk of cross-environment mistakes","breadcrumbs":"Workspace Setup » Strategy 2: Single Workspace, Multiple Environments","id":"223","title":"Strategy 2: Single Workspace, Multiple Environments"},"224":{"body":"# Dev workspace for experimentation\\nprovisioning workspace init myapp-dev # Prod workspace for production only\\nprovisioning workspace init myapp-prod # Use environment flags within workspaces\\nprovisioning ws switch myapp-prod\\nPROVISIONING_ENV=prod provisioning cluster deploy Pros : Balances isolation and convenience Cons : More complex to explain to teams","breadcrumbs":"Workspace Setup » Strategy 3: Hybrid Approach","id":"224","title":"Strategy 3: Hybrid Approach"},"225":{"body":"Before deploying infrastructure: # Validate entire workspace\\nprovisioning validate workspace # Validate specific configuration\\nprovisioning validate config --infra servers.ncl # Validate with strict rules\\nprovisioning validate config --strict","breadcrumbs":"Workspace Setup » Workspace Validation","id":"225","title":"Workspace Validation"},"226":{"body":"","breadcrumbs":"Workspace Setup » Troubleshooting","id":"226","title":"Troubleshooting"},"227":{"body":"# Re-register workspace\\nprovisioning workspace register /path/to/workspace # Or create new workspace\\nprovisioning workspace init my-project","breadcrumbs":"Workspace Setup » Workspace Not Found","id":"227","title":"Workspace Not Found"},"228":{"body":"# Fix workspace permissions\\nchmod 755 ~/.provisioning/workspaces/workspace_*\\nchmod 644 ~/.provisioning/workspaces/workspace_*/config/*","breadcrumbs":"Workspace Setup » Permission Errors","id":"228","title":"Permission Errors"},"229":{"body":"# Check configuration syntax\\nnickel typecheck infra/*.ncl # Inspect generated TOML\\nnickel export infra/*.ncl | jq \'.\' # Debug configuration loading\\nprovisioning config validate --verbose","breadcrumbs":"Workspace Setup » Configuration Validation Errors","id":"229","title":"Configuration Validation Errors"},"23":{"body":"After getting started: Learn features → See Features Build infrastructure → See Examples Write guides → See Guides Understand architecture → See Architecture Develop extensions → See Development","breadcrumbs":"Getting Started » What\'s Next","id":"23","title":"What\'s Next"},"230":{"body":"Configure infrastructure Deploy servers Create batch workflows","breadcrumbs":"Workspace Setup » Next Steps","id":"230","title":"Next Steps"},"231":{"body":"Configure Provisioning providers, credentials, and system settings.","breadcrumbs":"Configuration Management » Configuration Management","id":"231","title":"Configuration Management"},"232":{"body":"Provisioning uses a hierarchical configuration system with 5 layers of precedence. Configuration is type-safe via Nickel schemas and can be overridden at multiple levels.","breadcrumbs":"Configuration Management » Overview","id":"232","title":"Overview"},"233":{"body":"1. Runtime Arguments (Highest Priority) ↓ (CLI flags: --provider upcloud)\\n2. Environment Variables ↓ (PROVISIONING_PROVIDER=upcloud)\\n3. Workspace Configuration ↓ (workspace/config/provisioning.yaml)\\n4. Environment Defaults ↓ (workspace/config/prod-defaults.toml)\\n5. System Defaults (Lowest Priority) ├─ User Config (~/.config/provisioning/user_config.yaml) └─ Platform Defaults (provisioning/config/config.defaults.toml)","breadcrumbs":"Configuration Management » Configuration Hierarchy","id":"233","title":"Configuration Hierarchy"},"234":{"body":"","breadcrumbs":"Configuration Management » Configuration Sources","id":"234","title":"Configuration Sources"},"235":{"body":"Built-in defaults for all Provisioning settings: Location : provisioning/config/config.defaults.toml # Default provider\\n[providers]\\ndefault = \\"local\\" # Default server configuration\\n[server]\\nplan = \\"small\\"\\nregion = \\"us-east-1\\"\\nzone = \\"a\\"\\nbackup_enabled = false\\nmonitoring = false # Default workspace\\n[workspace]\\ndirectory = \\"~/.provisioning/workspaces/\\" # Logging\\n[logging]\\nlevel = \\"info\\"\\noutput = \\"console\\" # Security\\n[security]\\nmfa_enabled = false\\nencryption = \\"aes-256-gcm\\"","breadcrumbs":"Configuration Management » 1. System Defaults","id":"235","title":"1. System Defaults"},"236":{"body":"User-level settings in home directory: Location : ~/.config/provisioning/user_config.yaml user: name: \\"Your Name\\" email: \\"[user@example.com](mailto:user@example.com)\\" providers: default: \\"upcloud\\" upcloud: endpoint: \\" [https://api.upcloud.com\\"](https://api.upcloud.com\\") api_key: \\"${UPCLOUD_API_KEY}\\" aws: region: \\"us-east-1\\" profile: \\"default\\" workspace: directory: \\"~/.provisioning/workspaces/\\" default: \\"my-project\\" logging: level: \\"info\\" file: \\"~/.provisioning/logs/provisioning.log\\"","breadcrumbs":"Configuration Management » 2. User Configuration","id":"236","title":"2. User Configuration"},"237":{"body":"Workspace-specific settings: Location : workspace/config/provisioning.yaml name: \\"my-project\\"\\nenvironment: \\"production\\" providers: default: \\"upcloud\\" upcloud: region: \\"de-fra1\\" endpoint: \\" [https://api.upcloud.com\\"](https://api.upcloud.com\\") validation: strict: true require_approval: false","breadcrumbs":"Configuration Management » 3. Workspace Configuration","id":"237","title":"3. Workspace Configuration"},"238":{"body":"Environment-specific configuration files: Files : workspace/config/dev-defaults.toml - Development workspace/config/test-defaults.toml - Testing workspace/config/prod-defaults.toml - Production Example prod-defaults.toml : # Production environment overrides\\n[server]\\nplan = \\"large\\"\\nbackup_enabled = true\\nmonitoring = true\\nhigh_availability = true [security]\\nmfa_enabled = true\\nrequire_approval = true [workspace]\\nrequire_version_tag = true\\nrequire_changelog = true","breadcrumbs":"Configuration Management » 4. Environment Defaults","id":"238","title":"4. Environment Defaults"},"239":{"body":"Command-line flags with highest priority: # Override provider\\nprovisioning --provider aws server create # Override configuration\\nprovisioning --config /custom/config.yaml # Override environment\\nprovisioning --env production # Combined\\nprovisioning --provider aws --env production --format json server list","breadcrumbs":"Configuration Management » 5. Runtime Arguments","id":"239","title":"5. Runtime Arguments"},"24":{"body":"If you get stuck: Check Troubleshooting Review Guides for similar scenarios Search Examples for your use case Ask in community forums or open a GitHub issue","breadcrumbs":"Getting Started » Getting Help","id":"24","title":"Getting Help"},"240":{"body":"","breadcrumbs":"Configuration Management » Provider Configuration","id":"240","title":"Provider Configuration"},"241":{"body":"Provider Status Configuration UpCloud ✅ Active API endpoint, credentials AWS ✅ Active Region, access keys, profile Hetzner ✅ Active API token, datacenter Local ✅ Active Directory path (no credentials)","breadcrumbs":"Configuration Management » Supported Providers","id":"241","title":"Supported Providers"},"242":{"body":"Interactive setup: provisioning setup providers Or manually in ~/.config/provisioning/user_config.yaml: providers: default: \\"upcloud\\" upcloud: endpoint: \\" [https://api.upcloud.com\\"](https://api.upcloud.com\\") api_key: \\"${UPCLOUD_API_KEY}\\" api_secret: \\"${UPCLOUD_API_SECRET}\\" Store credentials securely: # Set environment variables\\nexport UPCLOUD_API_KEY=\\"your-api-key\\"\\nexport UPCLOUD_API_SECRET=\\"your-api-secret\\" # Or use SOPS for encrypted storage\\nprovisioning sops set providers.upcloud.api_key \\"your-api-key\\"","breadcrumbs":"Configuration Management » Configuring UpCloud","id":"242","title":"Configuring UpCloud"},"243":{"body":"providers: aws: region: \\"us-east-1\\" access_key_id: \\"${AWS_ACCESS_KEY_ID}\\" secret_access_key: \\"${AWS_SECRET_ACCESS_KEY}\\" profile: \\"default\\" Set environment variables: export AWS_ACCESS_KEY_ID=\\"your-access-key\\"\\nexport AWS_SECRET_ACCESS_KEY=\\"your-secret-key\\"\\nexport AWS_REGION=\\"us-east-1\\"","breadcrumbs":"Configuration Management » Configuring AWS","id":"243","title":"Configuring AWS"},"244":{"body":"providers: hetzner: api_token: \\"${HETZNER_API_TOKEN}\\" datacenter: \\"nbg1-dc3\\" Set environment: export HETZNER_API_TOKEN=\\"your-api-token\\"","breadcrumbs":"Configuration Management » Configuring Hetzner","id":"244","title":"Configuring Hetzner"},"245":{"body":"# Test provider connectivity\\nprovisioning providers test upcloud # Verbose output\\nprovisioning providers test aws --verbose # Test all configured providers\\nprovisioning providers test --all","breadcrumbs":"Configuration Management » Testing Provider Connectivity","id":"245","title":"Testing Provider Connectivity"},"246":{"body":"Provisioning provides 476+ configuration accessors for accessing settings: # Access configuration values\\nlet config = (provisioning config load) # Provider settings\\n$config.providers.default\\n$config.providers.upcloud.endpoint\\n$config.providers.aws.region # Workspace settings\\n$config.workspace.directory\\n$config.workspace.default # Server defaults\\n$config.server.plan\\n$config.server.region\\n$config.server.backup_enabled # Security settings\\n$config.security.mfa_enabled\\n$config.security.encryption","breadcrumbs":"Configuration Management » Global Configuration Accessors","id":"246","title":"Global Configuration Accessors"},"247":{"body":"","breadcrumbs":"Configuration Management » Credential Management","id":"247","title":"Credential Management"},"248":{"body":"Use SOPS + Age for encrypted secrets: # Initialize SOPS configuration\\nprovisioning sops init # Create encrypted credentials file\\nprovisioning sops create .secrets/providers.enc.yaml # Edit encrypted file\\nprovisioning sops edit .secrets/providers.enc.yaml # Decrypt for local use\\nprovisioning sops decrypt .secrets/providers.enc.yaml > .secrets/providers.toml","breadcrumbs":"Configuration Management » Encrypted Credentials","id":"248","title":"Encrypted Credentials"},"249":{"body":"Override credentials at runtime: # Provider credentials\\nexport PROVISIONING_PROVIDER=aws\\nexport AWS_ACCESS_KEY_ID=\\"your-key\\"\\nexport AWS_SECRET_ACCESS_KEY=\\"your-secret\\"\\nexport AWS_REGION=\\"us-east-1\\" # Execute command\\nprovisioning server create","breadcrumbs":"Configuration Management » Using Environment Variables","id":"249","title":"Using Environment Variables"},"25":{"body":"Full Guides → See provisioning/docs/src/guides/ Examples → See provisioning/docs/src/examples/ Architecture → See provisioning/docs/src/architecture/ Features → See provisioning/docs/src/features/ API Reference → See provisioning/docs/src/api-reference/","breadcrumbs":"Getting Started » Related Documentation","id":"25","title":"Related Documentation"},"250":{"body":"For enterprise deployments, use KMS backends: # Configure KMS backend\\nprovisioning kms init --backend cosmian # Store credentials in KMS\\nprovisioning kms set providers.upcloud.api_key \\"value\\" # Decrypt on-demand\\nprovisioning kms get providers.upcloud.api_key","breadcrumbs":"Configuration Management » KMS Integration","id":"250","title":"KMS Integration"},"251":{"body":"","breadcrumbs":"Configuration Management » Configuration Validation","id":"251","title":"Configuration Validation"},"252":{"body":"# Validate all configuration\\nprovisioning validate config # Validate specific section\\nprovisioning validate config --section providers # Strict validation\\nprovisioning validate config --strict # Verbose output\\nprovisioning validate config --verbose","breadcrumbs":"Configuration Management » Validate Configuration","id":"252","title":"Validate Configuration"},"253":{"body":"# Validate infrastructure schemas\\nprovisioning validate infra # Validate specific file\\nprovisioning validate infra workspace/infra/servers.ncl # Type-check with Nickel\\nnickel typecheck workspace/infra/servers.ncl","breadcrumbs":"Configuration Management » Validate Infrastructure","id":"253","title":"Validate Infrastructure"},"254":{"body":"Configuration is merged from all layers respecting priority: # View final merged configuration\\nprovisioning config show # Export merged configuration\\nprovisioning config export --format yaml # Show configuration source\\nprovisioning config debug --keys providers.default","breadcrumbs":"Configuration Management » Configuration Merging","id":"254","title":"Configuration Merging"},"255":{"body":"","breadcrumbs":"Configuration Management » Working with Configurations","id":"255","title":"Working with Configurations"},"256":{"body":"# Export as YAML\\nprovisioning config export --format yaml > config.yaml # Export as JSON\\nprovisioning config export --format json | jq \'.\' # Export as TOML\\nprovisioning config export --format toml > config.toml","breadcrumbs":"Configuration Management » Export Configuration","id":"256","title":"Export Configuration"},"257":{"body":"# Import from file\\nprovisioning config import --file config.yaml # Merge with existing\\nprovisioning config merge --file config.yaml","breadcrumbs":"Configuration Management » Import Configuration","id":"257","title":"Import Configuration"},"258":{"body":"# Reset to defaults\\nprovisioning config reset # Reset specific section\\nprovisioning config reset --section providers # Backup before reset\\nprovisioning config backup","breadcrumbs":"Configuration Management » Reset Configuration","id":"258","title":"Reset Configuration"},"259":{"body":"Common environment variables for overriding configuration: # Provider selection\\nexport PROVISIONING_PROVIDER=upcloud\\nexport PROVISIONING_PROVIDER_UPCLOUD_ENDPOINT= [https://api.upcloud.com](https://api.upcloud.com) # Workspace\\nexport PROVISIONING_WORKSPACE=my-project\\nexport PROVISIONING_WORKSPACE_DIRECTORY=~/.provisioning/workspaces/ # Environment\\nexport PROVISIONING_ENV=production # Logging\\nexport PROVISIONING_LOG_LEVEL=debug\\nexport PROVISIONING_LOG_FILE=~/.provisioning/logs/provisioning.log # Configuration path\\nexport PROVISIONING_CONFIG=~/.config/provisioning/ # KMS endpoint\\nexport PROVISIONING_KMS_ENDPOINT= [http://localhost:8080](http://localhost:8080) # Feature flags\\nexport PROVISIONING_FEATURE_BATCH_WORKFLOWS=true\\nexport PROVISIONING_FEATURE_TEST_ENVIRONMENT=true","breadcrumbs":"Configuration Management » Environment Variables","id":"259","title":"Environment Variables"},"26":{"body":"Before installing the Provisioning platform, ensure your system meets the following requirements.","breadcrumbs":"Prerequisites » Prerequisites","id":"26","title":"Prerequisites"},"260":{"body":"","breadcrumbs":"Configuration Management » Best Practices","id":"260","title":"Best Practices"},"261":{"body":"# NEVER commit credentials\\necho \\"config/local-overrides.toml\\" >> .gitignore\\necho \\".secrets/\\" >> .gitignore # Use SOPS for shared secrets\\nprovisioning sops encrypt config/credentials.toml\\ngit add config/credentials.enc.toml # Use environment variables for local overrides\\nexport PROVISIONING_PROVIDER_UPCLOUD_API_KEY=\\"your-key\\"","breadcrumbs":"Configuration Management » 1. Secure Credentials","id":"261","title":"1. Secure Credentials"},"262":{"body":"# Development uses different credentials\\nPROVISIONING_ENV=dev provisioning workspace switch myapp-dev # Production uses restricted credentials\\nPROVISIONING_ENV=prod provisioning workspace switch myapp-prod","breadcrumbs":"Configuration Management » 2. Environment-Specific Configuration","id":"262","title":"2. Environment-Specific Configuration"},"263":{"body":"Document your configuration choices: # provisioning.yaml\\nconfiguration: provider: \\"upcloud\\" reason: \\"Primary European cloud\\" backup_strategy: \\"daily\\" reason: \\"Compliance requirement\\" monitoring: \\"enabled\\" reason: \\"SLA monitoring\\"","breadcrumbs":"Configuration Management » 3. Configuration Documentation","id":"263","title":"3. Configuration Documentation"},"264":{"body":"# Validate before deployment\\nprovisioning validate config --strict # Export and inspect\\nprovisioning config export --format yaml | less # Test provider connectivity\\nprovisioning providers test --all","breadcrumbs":"Configuration Management » 4. Regular Validation","id":"264","title":"4. Regular Validation"},"265":{"body":"","breadcrumbs":"Configuration Management » Troubleshooting","id":"265","title":"Troubleshooting"},"266":{"body":"# Check configuration file\\ncat ~/.config/provisioning/user_config.yaml # Validate YAML syntax\\nyamllint ~/.config/provisioning/user_config.yaml # Debug configuration loading\\nprovisioning config show --verbose","breadcrumbs":"Configuration Management » Configuration Not Loading","id":"266","title":"Configuration Not Loading"},"267":{"body":"# Check provider configuration\\nprovisioning config show --section providers # Test connectivity\\nprovisioning providers test upcloud --verbose # Check credentials\\nprovisioning kms get providers.upcloud.api_key","breadcrumbs":"Configuration Management » Provider Connection Failed","id":"267","title":"Provider Connection Failed"},"268":{"body":"# Check environment variables\\nenv | grep PROVISIONING # Unset conflicting variables\\nunset PROVISIONING_PROVIDER # Set correct values\\nexport PROVISIONING_PROVIDER=aws\\nexport AWS_REGION=us-east-1","breadcrumbs":"Configuration Management » Environment Variable Conflicts","id":"268","title":"Environment Variable Conflicts"},"269":{"body":"Create workspace Deploy infrastructure Configure batch workflows","breadcrumbs":"Configuration Management » Next Steps","id":"269","title":"Next Steps"},"27":{"body":"","breadcrumbs":"Prerequisites » Required Software","id":"27","title":"Required Software"},"270":{"body":"Step-by-step guides for common workflows, best practices, and advanced operational scenarios using the Provisioning platform.","breadcrumbs":"Guides Overview » User Guides","id":"270","title":"User Guides"},"271":{"body":"This section provides practical guides for: Getting started - From-scratch deployment and initial setup Organization - Workspace management and multi-cloud strategies Automation - Advanced workflow orchestration and GitOps Operations - Disaster recovery, secrets rotation, cost governance Integration - Hybrid cloud setup, zero-trust networks, legacy migration Scaling - Multi-tenant environments, high availability, performance optimization Each guide includes step-by-step instructions, configuration examples, troubleshooting, and best practices.","breadcrumbs":"Guides Overview » Overview","id":"271","title":"Overview"},"272":{"body":"","breadcrumbs":"Guides Overview » Getting Started","id":"272","title":"Getting Started"},"273":{"body":"Start with: From Scratch Guide - Complete walkthrough from installation through first deployment with explanations and examples.","breadcrumbs":"Guides Overview » I\'m completely new to Provisioning","id":"273","title":"I\'m completely new to Provisioning"},"274":{"body":"Read: Workspace Management - Best practices for organizing workspaces, isolation, and multi-team setup.","breadcrumbs":"Guides Overview » I want to organize infrastructure","id":"274","title":"I want to organize infrastructure"},"275":{"body":"From Scratch Guide - Installation, workspace creation, first deployment step-by-step Workspace Management - Organization best practices, multi-tenancy, collaboration, customization, schemas Multi-Cloud Deployment - Deploy across AWS, UpCloud, Hetzner with abstraction and failover Advanced Workflow Orchestration - DAG scheduling, parallel execution, logic, error handling, multi-environment","breadcrumbs":"Guides Overview » Core Workflow Guides","id":"275","title":"Core Workflow Guides"},"276":{"body":"Hybrid Cloud Deployment - Hub-and-spoke architecture connecting on-premise and cloud infrastructure GitOps Infrastructure Deployment GitHub Actions, reconciliation, drift detection, audit trails Advanced Networking - Load balancing, service mesh, DNS, zero-trust architecture, network policies Secrets Rotation Strategy - Password, API key, certificate, encryption key rotation with zero downtime","breadcrumbs":"Guides Overview » Advanced Operational Guides","id":"276","title":"Advanced Operational Guides"},"277":{"body":"Custom Extensions - Custom providers, task services, detectors, Nushell plugins Disaster Recovery Guide - DR planning, backup, failover procedures, testing, recovery time optimization Legacy System Migration - Zero-downtime migration with gradual traffic cutover and validation","breadcrumbs":"Guides Overview » Enterprise Features","id":"277","title":"Enterprise Features"},"278":{"body":"","breadcrumbs":"Guides Overview » Quick Navigation","id":"278","title":"Quick Navigation"},"279":{"body":"Deploy infrastructure quickly → From Scratch Guide Organize multiple workspaces → Workspace Management Deploy across clouds → Multi-Cloud Deployment Build complex workflows → Advanced Workflow Orchestration Set up GitOps → GitOps Infrastructure Deployment Handle disasters → Disaster Recovery Guide Rotate secrets safely → Secrets Rotation Strategy Connect on-premise to cloud → Hybrid Cloud Deployment Design secure networks → Advanced Networking Build custom extensions → Custom Extensions Migrate legacy systems → Legacy System Migration","breadcrumbs":"Guides Overview » I need to","id":"279","title":"I need to"},"28":{"body":"Nushell is the primary shell and scripting environment for the platform. Installation : # macOS (Homebrew)\\nbrew install nushell # Linux (Cargo)\\ncargo install nu # From source\\ngit clone [https://github.com/nushell/nushell](https://github.com/nushell/nushell)\\ncd nushell\\ncargo install --path . Verify installation : nu --version\\n# Should show: 0.109.1 or higher","breadcrumbs":"Prerequisites » Nushell 0.109.1+","id":"28","title":"Nushell 0.109.1+"},"280":{"body":"Each guide follows this pattern: Overview - What you\'ll accomplish Prerequisites - What you need before starting Architecture - Visual diagram of the solution Step-by-Step - Detailed instructions with examples Configuration - Full Nickel configuration examples Verification - How to validate the deployment Troubleshooting - Common issues and solutions Next Steps - How to extend or customize Best Practices - Lessons learned and recommendations","breadcrumbs":"Guides Overview » Guide Structure","id":"280","title":"Guide Structure"},"281":{"body":"","breadcrumbs":"Guides Overview » Learning Paths","id":"281","title":"Learning Paths"},"282":{"body":"From Scratch Guide - Basic setup Workspace Management - Organization Multi-Cloud Deployment - Multi-cloud","breadcrumbs":"Guides Overview » Path 1: I\'m new to Provisioning (Day 1)","id":"282","title":"Path 1: I\'m new to Provisioning (Day 1)"},"283":{"body":"Workspace Management - Organization GitOps Infrastructure Deployment - Automation Disaster Recovery Guide - Resilience Secrets Rotation Strategy - Security Advanced Networking - Enterprise networking","breadcrumbs":"Guides Overview » Path 2: I need production-ready setup (Week 1)","id":"283","title":"Path 2: I need production-ready setup (Week 1)"},"284":{"body":"Legacy System Migration - Migration plan Advanced Workflow Orchestration - Complex deployments Hybrid Cloud Deployment - Coexistence GitOps Infrastructure Deployment - Continuous deployment Disaster Recovery Guide - Failover strategies","breadcrumbs":"Guides Overview » Path 3: I\'m migrating from legacy (Month-long project)","id":"284","title":"Path 3: I\'m migrating from legacy (Month-long project)"},"285":{"body":"Custom Extensions - Build extensions Workspace Management - Multi-tenant setup Advanced Workflow Orchestration - Complex workflows GitOps Infrastructure Deployment - CD/GitOps Secrets Rotation Strategy - Security at scale","breadcrumbs":"Guides Overview » Path 4: I\'m building a platform (Team project)","id":"285","title":"Path 4: I\'m building a platform (Team project)"},"286":{"body":"Getting Started → See provisioning/docs/src/getting-started/ Examples → See provisioning/docs/src/examples/ Features → See provisioning/docs/src/features/ Operations → See provisioning/docs/src/operations/ Development → See provisioning/docs/src/development/","breadcrumbs":"Guides Overview » Related Documentation","id":"286","title":"Related Documentation"},"287":{"body":"Complete walkthrough from zero to production-ready infrastructure deployment using the Provisioning platform. This guide covers installation, configuration, workspace setup, infrastructure definition, and deployment workflows.","breadcrumbs":"From Scratch Guide » From Scratch Guide","id":"287","title":"From Scratch Guide"},"288":{"body":"This guide walks you through: Installing prerequisites and the Provisioning platform Configuring cloud provider credentials Creating your first workspace Defining infrastructure using Nickel Deploying servers and task services Setting up Kubernetes clusters Implementing security best practices Monitoring and maintaining infrastructure Time commitment : 2-3 hours for complete setup Prerequisites : Linux or macOS, terminal access, cloud provider account (optional)","breadcrumbs":"From Scratch Guide » Overview","id":"288","title":"Overview"},"289":{"body":"","breadcrumbs":"From Scratch Guide » Phase 1: Installation","id":"289","title":"Phase 1: Installation"},"29":{"body":"Nickel is the infrastructure-as-code language providing type-safe configuration with lazy evaluation. Installation : # macOS (Homebrew)\\nbrew install nickel # Linux (Cargo)\\ncargo install nickel-lang-cli # From source\\ngit clone [https://github.com/tweag/nickel](https://github.com/tweag/nickel)\\ncd nickel\\ncargo install --path cli Verify installation : nickel --version\\n# Should show: 1.15.1 or higher","breadcrumbs":"Prerequisites » Nickel 1.15.1+","id":"29","title":"Nickel 1.15.1+"},"290":{"body":"Ensure your system meets minimum requirements: # Check OS (Linux or macOS)\\nuname -s # Verify available disk space (minimum 10GB recommended)\\ndf -h ~ # Check internet connectivity\\nping -c 3 github.com","breadcrumbs":"From Scratch Guide » System Prerequisites","id":"290","title":"System Prerequisites"},"291":{"body":"Nushell (Required) # macOS\\nbrew install nushell # Linux\\ncargo install nu # Verify installation\\nnu --version # Expected: 0.109.1+ Nickel (Required) # macOS\\nbrew install nickel # Linux\\ncargo install nickel-lang-cli # Verify installation\\nnickel --version # Expected: 1.15.1+ Additional Tools # SOPS for secrets management\\nbrew install sops # macOS\\n# or download from [https://github.com/getsops/sops/releases](https://github.com/getsops/sops/releases) # Age for encryption\\nbrew install age # macOS\\ncargo install age # Linux # K9s for Kubernetes management (optional)\\nbrew install derailed/k9s/k9s # Verify installations\\nsops --version # Expected: 3.10.2+\\nage --version # Expected: 1.2.1+\\nk9s version # Expected: 0.50.6+","breadcrumbs":"From Scratch Guide » Install Required Tools","id":"291","title":"Install Required Tools"},"292":{"body":"Option 1: Using Installer Script (Recommended) # Download and run installer\\nINSTALL_URL=\\"https://raw.githubusercontent.com/yourusername/provisioning/main/install.sh\\"\\ncurl -sSL \\"$INSTALL_URL\\" | bash # Follow prompts to configure installation directory and path\\n# Default: ~/.local/bin/provisioning Installer performs: Downloads latest platform binaries Installs CLI to system PATH Creates default configuration structure Validates dependencies Runs health check Option 2: Build from Source # Clone repository\\ngit clone [https://github.com/yourusername/provisioning.git](https://github.com/yourusername/provisioning.git)\\ncd provisioning # Build core CLI\\ncd provisioning/core\\ncargo build --release # Install to local bin\\ncp target/release/provisioning ~/.local/bin/ # Add to PATH (add to ~/.bashrc or ~/.zshrc)\\nexport PATH=\\"$HOME/.local/bin:$PATH\\" # Verify installation\\nprovisioning version","breadcrumbs":"From Scratch Guide » Install Provisioning Platform","id":"292","title":"Install Provisioning Platform"},"293":{"body":"# Verify installation\\nprovisioning setup check # Expected output:\\n# ✓ Nushell 0.109.1 installed\\n# ✓ Nickel 1.15.1 installed\\n# ✓ SOPS 3.10.2 installed\\n# ✓ Age 1.2.1 installed\\n# ✓ Provisioning CLI installed\\n# ✓ Configuration directory created\\n# Platform ready for use","breadcrumbs":"From Scratch Guide » Platform Health Check","id":"293","title":"Platform Health Check"},"294":{"body":"","breadcrumbs":"From Scratch Guide » Phase 2: Initial Configuration","id":"294","title":"Phase 2: Initial Configuration"},"295":{"body":"# Create user configuration directory\\nmkdir -p ~/.config/provisioning # Generate default user config\\nprovisioning setup init-user-config Generated configuration structure: ~/.config/provisioning/\\n├── user_config.yaml # User preferences and workspace registry\\n├── credentials/ # Provider credentials (encrypted)\\n├── age/ # Age encryption keys\\n└── cache/ # CLI cache","breadcrumbs":"From Scratch Guide » Generate User Configuration","id":"295","title":"Generate User Configuration"},"296":{"body":"# Generate Age key pair for secrets\\nage-keygen -o ~/.config/provisioning/age/provisioning.key # Store public key\\nage-keygen -y ~/.config/provisioning/age/provisioning.key > ~/.config/provisioning/age/provisioning.pub # Configure SOPS to use Age\\ncat > ~/.config/sops/config.yaml <<EOF\\ncreation_rules: - path_regex: \\\\.secret\\\\.(yam| l tom| l json)$ age: $(cat ~/.config/provisioning/age/provisioning.pub)\\nEOF","breadcrumbs":"From Scratch Guide » Configure Encryption","id":"296","title":"Configure Encryption"},"297":{"body":"Configure credentials for your chosen cloud provider. UpCloud Configuration # Edit user config\\nnano ~/.config/provisioning/user_config.yaml # Add provider credentials\\ncat >> ~/.config/provisioning/user_config.yaml <<EOF\\nproviders: upcloud: username: \\"your-upcloud-username\\" password_env: \\"UPCLOUD_PASSWORD\\" # Read from environment variable default_zone: \\"de-fra1\\"\\nEOF # Set environment variable (add to ~/.bashrc or ~/.zshrc)\\nexport UPCLOUD_PASSWORD=\\"your-upcloud-password\\" AWS Configuration # Add AWS credentials to user config\\ncat >> ~/.config/provisioning/user_config.yaml <<EOF\\nproviders: aws: access_key_id_env: \\"AWS_ACCESS_KEY_ID\\" secret_access_key_env: \\"AWS_SECRET_ACCESS_KEY\\" default_region: \\"eu-west-1\\"\\nEOF # Set environment variables\\nexport AWS_ACCESS_KEY_ID=\\"your-access-key-id\\"\\nexport AWS_SECRET_ACCESS_KEY=\\"your-secret-access-key\\" Local Provider (Development) # Configure local provider for testing\\ncat >> ~/.config/provisioning/user_config.yaml <<EOF\\nproviders: local: backend: \\"docker\\" # or \\"podman\\", \\"libvirt\\" storage_path: \\"$HOME/.local/share/provisioning/local\\"\\nEOF # Ensure Docker is running\\ndocker info","breadcrumbs":"From Scratch Guide » Provider Credentials","id":"297","title":"Provider Credentials"},"298":{"body":"# Validate user configuration\\nprovisioning validate config # Test provider connectivity\\nprovisioning providers # Expected output:\\n# PROVIDER STATUS REGION/ZONE\\n# upcloud connected de-fra1\\n# local ready localhost","breadcrumbs":"From Scratch Guide » Validate Configuration","id":"298","title":"Validate Configuration"},"299":{"body":"","breadcrumbs":"From Scratch Guide » Phase 3: Create First Workspace","id":"299","title":"Phase 3: Create First Workspace"},"3":{"body":"New users should start with: Prerequisites - System requirements and dependencies Installation - Install the platform Quick Start - 5-minute deployment tutorial First Deployment - Comprehensive walkthrough","breadcrumbs":"Introduction » Getting Started","id":"3","title":"Getting Started"},"30":{"body":"SOPS (Secrets OPerationS) provides encrypted configuration and secrets management. Installation : # macOS (Homebrew)\\nbrew install sops # Linux (binary download)\\nwget [https://github.com/getsops/sops/releases/download/v3.10.2/sops-v3.10.2.linux.amd64](https://github.com/getsops/sops/releases/download/v3.10.2/sops-v3.10.2.linux.amd64)\\nsudo mv sops-v3.10.2.linux.amd64 /usr/local/bin/sops\\nsudo chmod +x /usr/local/bin/sops Verify installation : sops --version\\n# Should show: 3.10.2 or higher","breadcrumbs":"Prerequisites » SOPS 3.10.2+","id":"30","title":"SOPS 3.10.2+"},"300":{"body":"# Create workspace for first project\\nprovisioning workspace init my-first-project # Navigate to workspace\\ncd workspace_my_first_project # Verify structure\\nls -la Workspace structure created: workspace_my_first_project/\\n├── infra/ # Infrastructure definitions (Nickel)\\n├── config/ # Workspace configuration\\n│ ├── provisioning.yaml # Workspace metadata\\n│ ├── dev-defaults.toml # Development defaults\\n│ ├── test-defaults.toml # Testing defaults\\n│ └── prod-defaults.toml # Production defaults\\n├── extensions/ # Workspace-specific extensions\\n│ ├── providers/\\n│ ├── taskservs/\\n│ └── workflows/\\n└── runtime/ # State and logs (gitignored) ├── state/ ├── checkpoints/ └── logs/","breadcrumbs":"From Scratch Guide » Initialize Workspace","id":"300","title":"Initialize Workspace"},"301":{"body":"# Edit workspace metadata\\nnano config/provisioning.yaml Example workspace configuration: workspace: name: my-first-project description: Learning Provisioning platform environment: development created: 2026-01-16T10:00:00Z defaults: provider: local region: localhost confirmation_required: false versioning: nushell: \\"0.109.1\\" nickel: \\"1.15.1\\" kubernetes: \\"1.29.0\\"","breadcrumbs":"From Scratch Guide » Configure Workspace","id":"301","title":"Configure Workspace"},"302":{"body":"","breadcrumbs":"From Scratch Guide » Phase 4: Define Infrastructure","id":"302","title":"Phase 4: Define Infrastructure"},"303":{"body":"Create your first infrastructure definition using Nickel: # Create server definition\\ncat > infra/simple-server.ncl <<\'EOF\'\\n{ metadata = { name = \\"simple-server\\" provider = \\"local\\" environment = \'development } infrastructure = { servers = [ { name = \\"dev-web-01\\" plan = \\"small\\" zone = \\"localhost\\" disk_size_gb = 25 backup_enabled = false role = \'standalone } ] } services = { taskservs = [\\"containerd\\"] }\\n}\\nEOF","breadcrumbs":"From Scratch Guide » Simple Server Configuration","id":"303","title":"Simple Server Configuration"},"304":{"body":"# Type-check Nickel schema\\nnickel typecheck infra/simple-server.ncl # Validate against platform contracts\\nprovisioning validate config --infra simple-server # Preview deployment\\nprovisioning server create --check --infra simple-server Expected output: Infrastructure Plan: simple-server\\nProvider: local\\nEnvironment: development Servers to create: - dev-web-01 (small, standalone) Disk: 25 GB Backup: disabled Task services: - containerd Estimated resources: CPU: 1 core RAM: 1 GB Disk: 25 GB Validation: PASSED","breadcrumbs":"From Scratch Guide » Validate Infrastructure Schema","id":"304","title":"Validate Infrastructure Schema"},"305":{"body":"# Create server\\nprovisioning server create --infra simple-server --yes # Monitor deployment\\nprovisioning server status dev-web-01 Deployment progress: Creating server: dev-web-01... [████████████████████████] 100% - Container created [████████████████████████] 100% - Network configured [████████████████████████] 100% - SSH ready Server dev-web-01 created successfully\\nIP Address: 172.17.0.2\\nStatus: running\\nProvider: local (docker)","breadcrumbs":"From Scratch Guide » Deploy Infrastructure","id":"305","title":"Deploy Infrastructure"},"306":{"body":"# Install containerd\\nprovisioning taskserv create containerd --infra simple-server # Verify installation\\nprovisioning taskserv status containerd Installation output: Installing containerd on dev-web-01... [████████████████████████] 100% - Dependencies resolved [████████████████████████] 100% - Containerd installed [████████████████████████] 100% - Service started [████████████████████████] 100% - Health check passed Containerd installed successfully\\nVersion: 1.7.0\\nRuntime: runc","breadcrumbs":"From Scratch Guide » Install Task Service","id":"306","title":"Install Task Service"},"307":{"body":"# SSH into server\\nprovisioning server ssh dev-web-01 # Inside server - verify containerd\\nsudo systemctl status containerd\\nsudo ctr version # Exit server\\nexit # List all resources\\nprovisioning server list\\nprovisioning taskserv list","breadcrumbs":"From Scratch Guide » Verify Deployment","id":"307","title":"Verify Deployment"},"308":{"body":"","breadcrumbs":"From Scratch Guide » Phase 5: Kubernetes Cluster Deployment","id":"308","title":"Phase 5: Kubernetes Cluster Deployment"},"309":{"body":"# Create Kubernetes cluster definition\\ncat > infra/k8s-cluster.ncl <<\'EOF\'\\n{ metadata = { name = \\"k8s-dev-cluster\\" provider = \\"local\\" environment = \'development } infrastructure = { servers = [ { name = \\"k8s-control-01\\" plan = \\"medium\\" role = \'control zone = \\"localhost\\" disk_size_gb = 50 } { name = \\"k8s-worker-01\\" plan = \\"medium\\" role = \'worker zone = \\"localhost\\" disk_size_gb = 50 } { name = \\"k8s-worker-02\\" plan = \\"medium\\" role = \'worker zone = \\"localhost\\" disk_size_gb = 50 } ] } services = { taskservs = [\\"containerd\\", \\"etcd\\", \\"kubernetes\\", \\"cilium\\"] } kubernetes = { version = \\"1.29.0\\" pod_cidr = \\"10.244.0.0/16\\" service_cidr = \\"10.96.0.0/12\\" container_runtime = \\"containerd\\" cri_socket = \\"/run/containerd/containerd.sock\\" }\\n}\\nEOF","breadcrumbs":"From Scratch Guide » Define Kubernetes Infrastructure","id":"309","title":"Define Kubernetes Infrastructure"},"31":{"body":"Age provides modern encryption for secrets used by SOPS. Installation : # macOS (Homebrew)\\nbrew install age # Linux (binary download)\\nwget [https://github.com/FiloSottile/age/releases/download/v1.2.1/age-v1.2.1-linux-amd64.tar.gz](https://github.com/FiloSottile/age/releases/download/v1.2.1/age-v1.2.1-linux-amd64.tar.gz)\\ntar xzf age-v1.2.1-linux-amd64.tar.gz\\nsudo mv age/age /usr/local/bin/\\nsudo chmod +x /usr/local/bin/age Verify installation : age --version\\n# Should show: 1.2.1 or higher","breadcrumbs":"Prerequisites » Age 1.2.1+","id":"31","title":"Age 1.2.1+"},"310":{"body":"# Type-check schema\\nnickel typecheck infra/k8s-cluster.ncl # Validate configuration\\nprovisioning validate config --infra k8s-cluster # Preview deployment\\nprovisioning cluster create --check --infra k8s-cluster","breadcrumbs":"From Scratch Guide » Validate Kubernetes Configuration","id":"310","title":"Validate Kubernetes Configuration"},"311":{"body":"# Create cluster infrastructure\\nprovisioning cluster create --infra k8s-cluster --yes # Monitor cluster deployment\\nprovisioning cluster status k8s-dev-cluster Cluster deployment phases: Phase 1: Creating servers... [████████████████████████] 100% - 3/3 servers created Phase 2: Installing containerd... [████████████████████████] 100% - 3/3 nodes ready Phase 3: Installing etcd... [████████████████████████] 100% - Control plane ready Phase 4: Installing Kubernetes... [████████████████████████] 100% - API server available [████████████████████████] 100% - Workers joined Phase 5: Installing Cilium CNI... [████████████████████████] 100% - Network ready Kubernetes cluster deployed successfully\\nCluster: k8s-dev-cluster\\nControl plane: k8s-control-01\\nWorkers: k8s-worker-01, k8s-worker-02","breadcrumbs":"From Scratch Guide » Deploy Kubernetes Cluster","id":"311","title":"Deploy Kubernetes Cluster"},"312":{"body":"# Get kubeconfig\\nprovisioning cluster kubeconfig k8s-dev-cluster > ~/.kube/config-dev # Set KUBECONFIG\\nexport KUBECONFIG=~/.kube/config-dev # Verify cluster\\nkubectl get nodes # Expected output:\\n# NAME STATUS ROLES AGE VERSION\\n# k8s-control-01 Ready control-plane 5m v1.29.0\\n# k8s-worker-01 Ready <none> 4m v1.29.0\\n# k8s-worker-02 Ready <none> 4m v1.29.0 # Use K9s for interactive management\\nk9s","breadcrumbs":"From Scratch Guide » Access Kubernetes Cluster","id":"312","title":"Access Kubernetes Cluster"},"313":{"body":"","breadcrumbs":"From Scratch Guide » Phase 6: Security Configuration","id":"313","title":"Phase 6: Security Configuration"},"314":{"body":"# Configure audit logging\\ncat > config/audit-config.toml <<EOF\\n[audit]\\nenabled = true\\nlog_path = \\"runtime/logs/audit\\"\\nretention_days = 90\\nlevel = \\"info\\" [audit.filters]\\ninclude_commands = [\\"server create\\", \\"server delete\\", \\"cluster deploy\\"]\\nexclude_users = []\\nEOF","breadcrumbs":"From Scratch Guide » Enable Audit Logging","id":"314","title":"Enable Audit Logging"},"315":{"body":"# Create secrets file\\ncat > config/secrets.secret.yaml <<EOF\\ndatabase: password: \\"changeme-db-password\\" admin_user: \\"admin\\" kubernetes: service_account_key: \\"changeme-sa-key\\"\\nEOF # Encrypt secrets with SOPS\\nsops -e -i config/secrets.secret.yaml # Verify encryption\\ncat config/secrets.secret.yaml # Should show encrypted content # Decrypt when needed\\nsops -d config/secrets.secret.yaml","breadcrumbs":"From Scratch Guide » Configure SOPS for Secrets","id":"315","title":"Configure SOPS for Secrets"},"316":{"body":"# Enable multi-factor authentication\\nprovisioning security mfa enable # Scan QR code with authenticator app\\n# Enter verification code","breadcrumbs":"From Scratch Guide » Enable MFA (Optional)","id":"316","title":"Enable MFA (Optional)"},"317":{"body":"# Create role definition\\ncat > config/rbac-roles.yaml <<EOF\\nroles: - name: developer permissions: - server:read - server:create - taskserv:read - taskserv:install deny: - cluster:delete - config:modify - name: operator permissions: - \\"*:read\\" - server:* - taskserv:* - cluster:read - cluster:deploy - name: admin permissions: - \\"*:*\\"\\nEOF","breadcrumbs":"From Scratch Guide » Configure RBAC","id":"317","title":"Configure RBAC"},"318":{"body":"","breadcrumbs":"From Scratch Guide » Phase 7: Multi-Cloud Deployment","id":"318","title":"Phase 7: Multi-Cloud Deployment"},"319":{"body":"# Create multi-cloud definition\\ncat > infra/multi-cloud.ncl <<\'EOF\'\\n{ batch_workflow = { operations = [ { id = \\"upcloud-frontend\\" provider = \\"upcloud\\" region = \\"de-fra1\\" servers = [ {name = \\"upcloud-web-01\\", plan = \\"medium\\", role = \'web} ] taskservs = [\\"containerd\\", \\"nginx\\"] } { id = \\"aws-backend\\" provider = \\"aws\\" region = \\"eu-west-1\\" servers = [ {name = \\"aws-api-01\\", plan = \\"t3.medium\\", role = \'api} ] taskservs = [\\"containerd\\", \\"docker\\"] dependencies = [\\"upcloud-frontend\\"] } { id = \\"local-database\\" provider = \\"local\\" region = \\"localhost\\" servers = [ {name = \\"local-db-01\\", plan = \\"large\\", role = \'database} ] taskservs = [\\"postgresql\\"] } ] parallel_limit = 2 }\\n}\\nEOF","breadcrumbs":"From Scratch Guide » Define Multi-Cloud Infrastructure","id":"319","title":"Define Multi-Cloud Infrastructure"},"32":{"body":"K9s provides a terminal UI for managing Kubernetes clusters. Installation : # macOS (Homebrew)\\nbrew install derailed/k9s/k9s # Linux (binary download)\\nwget [https://github.com/derailed/k9s/releases/download/v0.50.6/k9s_Linux_amd64.tar.gz](https://github.com/derailed/k9s/releases/download/v0.50.6/k9s_Linux_amd64.tar.gz)\\ntar xzf k9s_Linux_amd64.tar.gz\\nsudo mv k9s /usr/local/bin/ Verify installation : k9s version\\n# Should show: 0.50.6 or higher","breadcrumbs":"Prerequisites » K9s 0.50.6+","id":"32","title":"K9s 0.50.6+"},"320":{"body":"# Submit batch workflow\\nprovisioning batch submit infra/multi-cloud.ncl # Monitor workflow progress\\nprovisioning batch status # View detailed operation status\\nprovisioning batch operations","breadcrumbs":"From Scratch Guide » Deploy Multi-Cloud Infrastructure","id":"320","title":"Deploy Multi-Cloud Infrastructure"},"321":{"body":"","breadcrumbs":"From Scratch Guide » Phase 8: Monitoring and Maintenance","id":"321","title":"Phase 8: Monitoring and Maintenance"},"322":{"body":"# Check platform health\\nprovisioning health # View service status\\nprovisioning service status orchestrator\\nprovisioning service status control-center # View logs\\nprovisioning logs --service orchestrator --tail 100","breadcrumbs":"From Scratch Guide » Platform Health Monitoring","id":"322","title":"Platform Health Monitoring"},"323":{"body":"# List all servers\\nprovisioning server list --all-workspaces # Show server details\\nprovisioning server info k8s-control-01 # Check task service status\\nprovisioning taskserv list\\nprovisioning taskserv health containerd","breadcrumbs":"From Scratch Guide » Infrastructure Monitoring","id":"323","title":"Infrastructure Monitoring"},"324":{"body":"# Create backup\\nprovisioning backup create --type full --output ~/backups/provisioning-$(date +%Y%m%d).tar.gz # Schedule automatic backups\\nprovisioning backup schedule daily --time \\"02:00\\" --retention 7","breadcrumbs":"From Scratch Guide » Backup Configuration","id":"324","title":"Backup Configuration"},"325":{"body":"","breadcrumbs":"From Scratch Guide » Phase 9: Advanced Workflows","id":"325","title":"Phase 9: Advanced Workflows"},"326":{"body":"# Create custom workflow\\ncat > extensions/workflows/deploy-app.ncl <<\'EOF\'\\n{ workflow = { name = \\"deploy-application\\" description = \\"Deploy application to Kubernetes\\" steps = [ { name = \\"build-image\\" action = \\"docker-build\\" params = {dockerfile = \\"Dockerfile\\", tag = \\"myapp:latest\\"} } { name = \\"push-image\\" action = \\"docker-push\\" params = {image = \\"myapp:latest\\", registry = \\"registry.example.com\\"} depends_on = [\\"build-image\\"] } { name = \\"deploy-k8s\\" action = \\"kubectl-apply\\" params = {manifest = \\"k8s/deployment.yaml\\"} depends_on = [\\"push-image\\"] } { name = \\"verify-deployment\\" action = \\"kubectl-rollout-status\\" params = {deployment = \\"myapp\\"} depends_on = [\\"deploy-k8s\\"] } ] }\\n}\\nEOF","breadcrumbs":"From Scratch Guide » Custom Workflow Creation","id":"326","title":"Custom Workflow Creation"},"327":{"body":"# Run workflow\\nprovisioning workflow run deploy-application # Monitor workflow\\nprovisioning workflow status deploy-application # View workflow history\\nprovisioning workflow history","breadcrumbs":"From Scratch Guide » Execute Custom Workflow","id":"327","title":"Execute Custom Workflow"},"328":{"body":"","breadcrumbs":"From Scratch Guide » Troubleshooting","id":"328","title":"Troubleshooting"},"329":{"body":"Server Creation Fails # Enable debug logging\\nprovisioning --debug server create --infra simple-server # Check provider connectivity\\nprovisioning providers # Validate credentials\\nprovisioning validate config Task Service Installation Fails # Check server connectivity\\nprovisioning server ssh dev-web-01 # Verify dependencies\\nprovisioning taskserv check-deps containerd # Retry installation\\nprovisioning taskserv create containerd --force Cluster Deployment Fails # Check cluster status\\nprovisioning cluster status k8s-dev-cluster # View cluster logs\\nprovisioning cluster logs k8s-dev-cluster # Reset and retry\\nprovisioning cluster reset k8s-dev-cluster\\nprovisioning cluster create --infra k8s-cluster","breadcrumbs":"From Scratch Guide » Common Issues","id":"329","title":"Common Issues"},"33":{"body":"","breadcrumbs":"Prerequisites » Optional Software","id":"33","title":"Optional Software"},"330":{"body":"","breadcrumbs":"From Scratch Guide » Next Steps","id":"330","title":"Next Steps"},"331":{"body":"Review Security Best Practices Configure Backup & Recovery Set up Monitoring Implement Disaster Recovery","breadcrumbs":"From Scratch Guide » Production Deployment","id":"331","title":"Production Deployment"},"332":{"body":"Explore Batch Workflows Configure Orchestrator Use Interactive Guides Develop Custom Extensions","breadcrumbs":"From Scratch Guide » Advanced Features","id":"332","title":"Advanced Features"},"333":{"body":"Nickel Guide - Infrastructure as code Workspace Management - Advanced workspace usage Multi-Cloud Deployment - Multi-cloud strategies API Reference - Complete API documentation","breadcrumbs":"From Scratch Guide » Learning Resources","id":"333","title":"Learning Resources"},"334":{"body":"You\'ve completed the from-scratch guide and learned: Platform installation and configuration Provider credential setup Workspace creation and management Infrastructure definition with Nickel Server and task service deployment Kubernetes cluster deployment Security configuration Multi-cloud deployment Monitoring and maintenance Custom workflow creation Your Provisioning platform is now ready for production use.","breadcrumbs":"From Scratch Guide » Summary","id":"334","title":"Summary"},"335":{"body":"","breadcrumbs":"Workspace Management » Workspace Management","id":"335","title":"Workspace Management"},"336":{"body":"Comprehensive guide to deploying and managing infrastructure across multiple cloud providers using the Provisioning platform. This guide covers strategies, patterns, and real-world examples for building resilient multi-cloud architectures.","breadcrumbs":"Multi-Cloud Deployment » Multi-Cloud Deployment","id":"336","title":"Multi-Cloud Deployment"},"337":{"body":"Multi-cloud deployment enables: Vendor independence - Avoid lock-in to single cloud provider Geographic distribution - Deploy closer to users worldwide Resilience - Survive provider outages or regional failures Cost optimization - Leverage competitive pricing across providers Compliance - Meet data residency and sovereignty requirements Performance - Optimize latency through strategic placement","breadcrumbs":"Multi-Cloud Deployment » Overview","id":"337","title":"Overview"},"338":{"body":"","breadcrumbs":"Multi-Cloud Deployment » Multi-Cloud Strategies","id":"338","title":"Multi-Cloud Strategies"},"339":{"body":"One provider serves production traffic, another provides disaster recovery. Use cases: Cost-conscious deployments Regulatory backup requirements Testing multi-cloud capabilities Example topology: Primary (UpCloud EU) Backup (AWS US)\\n├── Production workloads ├── Standby replicas\\n├── Active databases ├── Read-only databases\\n├── Live traffic └── Failover ready\\n└── Real-time sync ────────────> Pros: Simple management, lower costs, proven failover Cons: Backup resources underutilized, sync lag","breadcrumbs":"Multi-Cloud Deployment » Strategy 1: Primary-Backup Architecture","id":"339","title":"Strategy 1: Primary-Backup Architecture"},"34":{"body":"For building and serving local documentation. # Install with Cargo\\ncargo install mdbook # Verify\\nmdbook --version","breadcrumbs":"Prerequisites » mdBook","id":"34","title":"mdBook"},"340":{"body":"Multiple providers serve production traffic simultaneously. Use cases: High availability requirements Global user base Zero-downtime deployments Example topology: UpCloud (EU) AWS (US) Local (Development)\\n├── EU traffic ├── US traffic ├── Testing\\n├── Primary database ├── Primary database ├── CI/CD\\n└── Global load balancer ←────┴──────────────────────────────┘ Pros: Maximum availability, optimized latency, full utilization Cons: Complex management, higher costs, data consistency challenges","breadcrumbs":"Multi-Cloud Deployment » Strategy 2: Active-Active Architecture","id":"340","title":"Strategy 2: Active-Active Architecture"},"341":{"body":"Different providers for different workload types based on strengths. Use cases: Heterogeneous workloads Cost optimization Leveraging provider-specific services Example topology: UpCloud AWS Local\\n├── Compute-intensive ├── Object storage (S3) ├── Development\\n├── Kubernetes clusters ├── Managed databases (RDS) └── Testing\\n└── High-performance VMs └── Serverless (Lambda) Pros: Optimize for provider strengths, cost-effective, flexible Cons: Complex integration, vendor-specific knowledge required","breadcrumbs":"Multi-Cloud Deployment » Strategy 3: Specialized Workload Distribution","id":"341","title":"Strategy 3: Specialized Workload Distribution"},"342":{"body":"Provider selection based on regulatory and data residency requirements. Use cases: GDPR compliance Data sovereignty Industry regulations (HIPAA, PCI-DSS) Example topology: UpCloud (EU - GDPR) AWS (US - FedRAMP) On-Premises (Sensitive)\\n├── EU customer data ├── US customer data ├── PII storage\\n├── GDPR-compliant ├── US compliance └── Encrypted backups\\n└── Regional processing └── Federal workloads Pros: Meets compliance requirements, data sovereignty Cons: Geographic constraints, complex data management","breadcrumbs":"Multi-Cloud Deployment » Strategy 4: Compliance-Driven Architecture","id":"342","title":"Strategy 4: Compliance-Driven Architecture"},"343":{"body":"","breadcrumbs":"Multi-Cloud Deployment » Infrastructure Definition","id":"343","title":"Infrastructure Definition"},"344":{"body":"Define servers across multiple providers using Nickel: # infra/multi-cloud-servers.ncl\\n{ metadata = { name = \\"multi-cloud-infrastructure\\" environment = \'production } infrastructure = { servers = [ # UpCloud servers (EU region) { name = \\"upcloud-web-01\\" provider = \\"upcloud\\" zone = \\"de-fra1\\" plan = \\"medium\\" role = \'web backup_enabled = true tags = [\\"frontend\\", \\"europe\\"] } { name = \\"upcloud-web-02\\" provider = \\"upcloud\\" zone = \\"fi-hel1\\" plan = \\"medium\\" role = \'web backup_enabled = true tags = [\\"frontend\\", \\"europe\\"] } # AWS servers (US region) { name = \\"aws-api-01\\" provider = \\"aws\\" zone = \\"us-east-1a\\" plan = \\"t3.large\\" role = \'api backup_enabled = true tags = [\\"backend\\", \\"americas\\"] } { name = \\"aws-api-02\\" provider = \\"aws\\" zone = \\"us-west-2a\\" plan = \\"t3.large\\" role = \'api backup_enabled = true tags = [\\"backend\\", \\"americas\\"] } # Local provider (development/testing) { name = \\"local-test-01\\" provider = \\"local\\" zone = \\"localhost\\" plan = \\"small\\" role = \'test backup_enabled = false tags = [\\"testing\\", \\"development\\"] } ] } networking = { vpn_mesh = true cross_provider_routing = true dns_strategy = \'geo_distributed }\\n}","breadcrumbs":"Multi-Cloud Deployment » Multi-Provider Server Configuration","id":"344","title":"Multi-Provider Server Configuration"},"345":{"body":"Use batch workflows for orchestrated multi-cloud deployments: # infra/multi-cloud-batch.ncl\\n{ batch_workflow = { name = \\"global-deployment\\" description = \\"Deploy infrastructure across three cloud providers\\" operations = [ { id = \\"upcloud-eu\\" provider = \\"upcloud\\" region = \\"de-fra1\\" servers = [ {name = \\"upcloud-web-01\\", plan = \\"medium\\", role = \'web} {name = \\"upcloud-db-01\\", plan = \\"large\\", role = \'database} ] taskservs = [\\"containerd\\", \\"nginx\\", \\"postgresql\\"] priority = 1 } { id = \\"aws-us\\" provider = \\"aws\\" region = \\"us-east-1\\" servers = [ {name = \\"aws-api-01\\", plan = \\"t3.large\\", role = \'api} {name = \\"aws-cache-01\\", plan = \\"t3.medium\\", role = \'cache} ] taskservs = [\\"containerd\\", \\"docker\\", \\"redis\\"] dependencies = [\\"upcloud-eu\\"] priority = 2 } { id = \\"local-dev\\" provider = \\"local\\" region = \\"localhost\\" servers = [ {name = \\"local-test-01\\", plan = \\"small\\", role = \'test} ] taskservs = [\\"containerd\\"] priority = 3 } ] execution = { parallel_limit = 2 retry_failed = true max_retries = 3 checkpoint_enabled = true } }\\n}","breadcrumbs":"Multi-Cloud Deployment » Batch Workflow for Multi-Cloud","id":"345","title":"Batch Workflow for Multi-Cloud"},"346":{"body":"","breadcrumbs":"Multi-Cloud Deployment » Deployment Patterns","id":"346","title":"Deployment Patterns"},"347":{"body":"Deploy providers one at a time to minimize risk. # Deploy to primary provider first\\nprovisioning batch submit infra/upcloud-primary.ncl # Verify primary deployment\\nprovisioning server list --provider upcloud\\nprovisioning server status upcloud-web-01 # Deploy to secondary provider\\nprovisioning batch submit infra/aws-secondary.ncl # Verify secondary deployment\\nprovisioning server list --provider aws Advantages: Controlled rollout Easy troubleshooting Clear rollback path Disadvantages: Slower deployment Sequential dependencies","breadcrumbs":"Multi-Cloud Deployment » Pattern 1: Sequential Deployment","id":"347","title":"Pattern 1: Sequential Deployment"},"348":{"body":"Deploy to multiple providers simultaneously for speed. # Submit multi-cloud batch workflow\\nprovisioning batch submit infra/multi-cloud-batch.ncl # Monitor all operations\\nprovisioning batch status # Check progress per provider\\nprovisioning batch operations --filter provider=upcloud\\nprovisioning batch operations --filter provider=aws Advantages: Fast deployment Efficient resource usage Parallel testing Disadvantages: Complex failure handling Resource contention Harder troubleshooting","breadcrumbs":"Multi-Cloud Deployment » Pattern 2: Parallel Deployment","id":"348","title":"Pattern 2: Parallel Deployment"},"349":{"body":"Deploy new infrastructure in parallel, then switch traffic. # infra/blue-green-multi-cloud.ncl\\n{ deployment = { strategy = \'blue_green blue_environment = { upcloud = {servers = [{name = \\"upcloud-web-01-blue\\", role = \'web}]} aws = {servers = [{name = \\"aws-api-01-blue\\", role = \'api}]} } green_environment = { upcloud = {servers = [{name = \\"upcloud-web-01-green\\", role = \'web}]} aws = {servers = [{name = \\"aws-api-01-green\\", role = \'api}]} } traffic_switch = { type = \'dns validation_required = true rollback_timeout_seconds = 300 } }\\n} # Deploy green environment\\nprovisioning deployment create --infra blue-green-multi-cloud --target green # Validate green environment\\nprovisioning deployment validate green # Switch traffic to green\\nprovisioning deployment switch-traffic green # Decommission blue environment\\nprovisioning deployment delete blue","breadcrumbs":"Multi-Cloud Deployment » Pattern 3: Blue-Green Multi-Cloud","id":"349","title":"Pattern 3: Blue-Green Multi-Cloud"},"35":{"body":"Container runtime for test environments and local development. # Docker (macOS)\\nbrew install --cask docker # Podman (Linux)\\nsudo apt-get install podman # Verify\\ndocker --version\\n# or\\npodman --version","breadcrumbs":"Prerequisites » Docker or Podman","id":"35","title":"Docker or Podman"},"350":{"body":"","breadcrumbs":"Multi-Cloud Deployment » Network Configuration","id":"350","title":"Network Configuration"},"351":{"body":"Connect servers across providers using VPN mesh: # infra/vpn-mesh.ncl\\n{ networking = { vpn_mesh = { enabled = true encryption = \'wireguard peers = [ { name = \\"upcloud-gateway\\" provider = \\"upcloud\\" public_ip = \\"auto\\" private_subnet = \\"10.0.1.0/24\\" } { name = \\"aws-gateway\\" provider = \\"aws\\" public_ip = \\"auto\\" private_subnet = \\"10.0.2.0/24\\" } { name = \\"local-gateway\\" provider = \\"local\\" public_ip = \\"192.168.1.1\\" private_subnet = \\"10.0.3.0/24\\" } ] routing = { dynamic_routes = true bgp_enabled = false static_routes = [ {from = \\"10.0.1.0/24\\", to = \\"10.0.2.0/24\\", via = \\"aws-gateway\\"} {from = \\"10.0.2.0/24\\", to = \\"10.0.1.0/24\\", via = \\"upcloud-gateway\\"} ] } } }\\n}","breadcrumbs":"Multi-Cloud Deployment » Cross-Provider VPN Mesh","id":"351","title":"Cross-Provider VPN Mesh"},"352":{"body":"Configure geo-distributed DNS for optimal routing: # infra/global-dns.ncl\\n{ dns = { provider = \'cloudflare # or \'route53, \'custom zones = [ { name = \\"example.com\\" type = \'primary records = [ { name = \\"eu\\" type = \'A ttl = 300 values = [\\"upcloud-web-01.ip\\", \\"upcloud-web-02.ip\\"] geo_location = \'europe } { name = \\"us\\" type = \'A ttl = 300 values = [\\"aws-api-01.ip\\", \\"aws-api-02.ip\\"] geo_location = \'americas } { name = \\"@\\" type = \'CNAME ttl = 60 value = \\"global-lb.example.com\\" geo_routing = \'latency_based } ] } ] health_checks = [ {target = \\"upcloud-web-01\\", interval_seconds = 30} {target = \\"aws-api-01\\", interval_seconds = 30} ] }\\n}","breadcrumbs":"Multi-Cloud Deployment » Global DNS Configuration","id":"352","title":"Global DNS Configuration"},"353":{"body":"","breadcrumbs":"Multi-Cloud Deployment » Data Replication","id":"353","title":"Data Replication"},"354":{"body":"Configure cross-provider database replication: # infra/database-replication.ncl\\n{ databases = { postgresql = { primary = { provider = \\"upcloud\\" server = \\"upcloud-db-01\\" version = \\"15\\" replication_role = \'primary } replicas = [ { provider = \\"aws\\" server = \\"aws-db-replica-01\\" version = \\"15\\" replication_role = \'replica replication_lag_max_seconds = 30 failover_priority = 1 } { provider = \\"local\\" server = \\"local-db-backup-01\\" version = \\"15\\" replication_role = \'replica replication_lag_max_seconds = 300 failover_priority = 2 } ] replication = { method = \'streaming ssl_required = true compression = true conflict_resolution = \'primary_wins } } }\\n}","breadcrumbs":"Multi-Cloud Deployment » Database Replication Across Providers","id":"354","title":"Database Replication Across Providers"},"355":{"body":"Synchronize object storage across providers: # Configure cross-provider storage sync\\ncat > infra/storage-sync.ncl <<\'EOF\'\\n{ storage = { sync_policy = { source = { provider = \\"upcloud\\" bucket = \\"primary-storage\\" region = \\"de-fra1\\" } destinations = [ { provider = \\"aws\\" bucket = \\"backup-storage\\" region = \\"us-east-1\\" sync_interval_minutes = 15 } ] filters = { include_patterns = [\\"*.pdf\\", \\"*.jpg\\", \\"backups/*\\"] exclude_patterns = [\\"temp/*\\", \\"*.tmp\\"] } conflict_resolution = \'timestamp_wins } }\\n}\\nEOF","breadcrumbs":"Multi-Cloud Deployment » Object Storage Sync","id":"355","title":"Object Storage Sync"},"356":{"body":"","breadcrumbs":"Multi-Cloud Deployment » Kubernetes Multi-Cloud","id":"356","title":"Kubernetes Multi-Cloud"},"357":{"body":"Deploy Kubernetes clusters across providers with federation: # infra/k8s-federation.ncl\\n{ kubernetes_federation = { clusters = [ { name = \\"upcloud-eu-cluster\\" provider = \\"upcloud\\" region = \\"de-fra1\\" control_plane_count = 3 worker_count = 5 version = \\"1.29.0\\" } { name = \\"aws-us-cluster\\" provider = \\"aws\\" region = \\"us-east-1\\" control_plane_count = 3 worker_count = 5 version = \\"1.29.0\\" } ] federation = { enabled = true control_plane_cluster = \\"upcloud-eu-cluster\\" networking = { cluster_mesh = true service_discovery = \'dns cross_cluster_load_balancing = true } workload_distribution = { strategy = \'geo_aware prefer_local = true failover_enabled = true } } }\\n}","breadcrumbs":"Multi-Cloud Deployment » Cluster Federation","id":"357","title":"Cluster Federation"},"358":{"body":"Deploy applications across multiple Kubernetes clusters: # k8s/multi-cluster-deployment.yaml\\napiVersion: v1\\nkind: Namespace\\nmetadata: name: multi-cloud-app\\n---\\napiVersion: apps/v1\\nkind: Deployment\\nmetadata: name: web-frontend namespace: multi-cloud-app labels: app: frontend region: europe\\nspec: replicas: 3 selector: matchLabels: app: frontend template: metadata: labels: app: frontend spec: containers: - name: nginx image: nginx:latest ports: - containerPort: 80 # Deploy to multiple clusters\\nexport UPCLOUD_KUBECONFIG=~/.kube/config-upcloud\\nexport AWS_KUBECONFIG=~/.kube/config-aws kubectl --kubeconfig $UPCLOUD_KUBECONFIG apply -f k8s/multi-cluster-deployment.yaml\\nkubectl --kubeconfig $AWS_KUBECONFIG apply -f k8s/multi-cluster-deployment.yaml # Verify deployments\\nkubectl --kubeconfig $UPCLOUD_KUBECONFIG get pods -n multi-cloud-app\\nkubectl --kubeconfig $AWS_KUBECONFIG get pods -n multi-cloud-app","breadcrumbs":"Multi-Cloud Deployment » Multi-Cluster Deployments","id":"358","title":"Multi-Cluster Deployments"},"359":{"body":"","breadcrumbs":"Multi-Cloud Deployment » Cost Optimization","id":"359","title":"Cost Optimization"},"36":{"body":"Required for building platform services and native plugins. # Install Rust and Cargo\\ncurl --proto \'=https\' --tlsv1.2 -sSf [https://sh.rustup.rs](https://sh.rustup.rs) | sh # Verify\\ncargo --version","breadcrumbs":"Prerequisites » Cargo (Rust)","id":"36","title":"Cargo (Rust)"},"360":{"body":"Optimize costs by choosing the most cost-effective provider per workload: # infra/cost-optimized.ncl\\n{ cost_optimization = { workloads = [ { name = \\"compute-intensive\\" provider = \\"upcloud\\" # Best compute pricing plan = \\"large\\" count = 10 } { name = \\"storage-heavy\\" provider = \\"aws\\" # Best storage pricing with S3 plan = \\"medium\\" count = 5 storage_type = \'s3 } { name = \\"development\\" provider = \\"local\\" # Zero cost plan = \\"small\\" count = 3 } ] budget_limits = { monthly_max_usd = 5000 alerts = [ {threshold_percent = 75, notify = \\"[ops-team@example.com](mailto:ops-team@example.com)\\"} {threshold_percent = 90, notify = \\"[finance@example.com](mailto:finance@example.com)\\"} ] } }\\n}","breadcrumbs":"Multi-Cloud Deployment » Provider Selection by Workload","id":"360","title":"Provider Selection by Workload"},"361":{"body":"Leverage reserved instances for predictable workloads: # Configure reserved instances\\ncat > infra/reserved-instances.ncl <<\'EOF\'\\n{ reserved_instances = { upcloud = { commitment = \'yearly instances = [ {plan = \\"medium\\", count = 5} {plan = \\"large\\", count = 2} ] } aws = { commitment = \'yearly instances = [ {type = \\"t3.large\\", count = 3} {type = \\"t3.xlarge\\", count = 1} ] savings_plan = true } }\\n}\\nEOF","breadcrumbs":"Multi-Cloud Deployment » Reserved Instance Strategy","id":"361","title":"Reserved Instance Strategy"},"362":{"body":"","breadcrumbs":"Multi-Cloud Deployment » Monitoring Multi-Cloud","id":"362","title":"Monitoring Multi-Cloud"},"363":{"body":"Deploy unified monitoring across providers: # infra/monitoring.ncl\\n{ monitoring = { prometheus = { enabled = true federation = true instances = [ {provider = \\"upcloud\\", region = \\"de-fra1\\"} {provider = \\"aws\\", region = \\"us-east-1\\"} ] scrape_configs = [ { job_name = \\"upcloud-nodes\\" static_configs = [{targets = [\\"upcloud-*.internal:9100\\"]}] } { job_name = \\"aws-nodes\\" static_configs = [{targets = [\\"aws-*.internal:9100\\"]}] } ] remote_write = { url = \\" [https://central-prometheus.example.com/api/v1/write\\"](https://central-prometheus.example.com/api/v1/write\\") compression = true } } grafana = { enabled = true dashboards = [\\"multi-cloud-overview\\", \\"per-provider\\", \\"cost-analysis\\"] alerts = [\\"high-latency\\", \\"provider-down\\", \\"budget-exceeded\\"] } }\\n}","breadcrumbs":"Multi-Cloud Deployment » Centralized Monitoring","id":"363","title":"Centralized Monitoring"},"364":{"body":"","breadcrumbs":"Multi-Cloud Deployment » Disaster Recovery","id":"364","title":"Disaster Recovery"},"365":{"body":"Configure automatic failover between providers: # infra/disaster-recovery.ncl\\n{ disaster_recovery = { primary_provider = \\"upcloud\\" secondary_provider = \\"aws\\" failover_triggers = [ {condition = \'provider_unavailable, action = \'switch_to_secondary} {condition = \'health_check_failed, threshold = 3, action = \'switch_to_secondary} {condition = \'latency_exceeded, threshold_ms = 1000, action = \'switch_to_secondary} ] failover_process = { dns_ttl_seconds = 60 health_check_interval_seconds = 10 automatic = true notification_channels = [\\"email\\", \\"slack\\"] } backup_strategy = { frequency = \'daily retention_days = 30 cross_region = true cross_provider = true } }\\n}","breadcrumbs":"Multi-Cloud Deployment » Cross-Provider Failover","id":"365","title":"Cross-Provider Failover"},"366":{"body":"","breadcrumbs":"Multi-Cloud Deployment » Best Practices","id":"366","title":"Best Practices"},"367":{"body":"Use Nickel for all infrastructure definitions Version control all configuration files Use workspace per environment (dev/staging/prod) Implement configuration validation before deployment Maintain provider abstraction where possible","breadcrumbs":"Multi-Cloud Deployment » Configuration Management","id":"367","title":"Configuration Management"},"368":{"body":"Encrypt cross-provider communication (VPN, TLS) Use separate credentials per provider Implement RBAC consistently across providers Enable audit logging on all providers Encrypt data at rest and in transit","breadcrumbs":"Multi-Cloud Deployment » Security","id":"368","title":"Security"},"369":{"body":"Test in single-provider environment first Use batch workflows for complex multi-cloud deployments Enable checkpoints for long-running deployments Implement progressive rollout strategies Maintain rollback procedures","breadcrumbs":"Multi-Cloud Deployment » Deployment","id":"369","title":"Deployment"},"37":{"body":"Version control for workspace management and configuration. # Most systems have Git pre-installed\\ngit --version # Install if needed (macOS)\\nbrew install git # Install if needed (Linux)\\nsudo apt-get install git","breadcrumbs":"Prerequisites » Git","id":"37","title":"Git"},"370":{"body":"Centralize logs and metrics Monitor cross-provider network latency Track costs per provider Alert on provider-specific failures Measure failover readiness","breadcrumbs":"Multi-Cloud Deployment » Monitoring","id":"370","title":"Monitoring"},"371":{"body":"Regular cost audits per provider Use reserved instances for predictable loads Implement budget alerts Optimize data transfer costs Consider spot instances for non-critical workloads","breadcrumbs":"Multi-Cloud Deployment » Cost Management","id":"371","title":"Cost Management"},"372":{"body":"","breadcrumbs":"Multi-Cloud Deployment » Troubleshooting","id":"372","title":"Troubleshooting"},"373":{"body":"# Test provider connectivity\\nprovisioning providers # Test specific provider\\nprovisioning provider test upcloud\\nprovisioning provider test aws # Debug network connectivity\\nprovisioning network test --from upcloud-web-01 --to aws-api-01","breadcrumbs":"Multi-Cloud Deployment » Provider Connectivity Issues","id":"373","title":"Provider Connectivity Issues"},"374":{"body":"# Check VPN mesh status\\nprovisioning network vpn-status # Test cross-provider routes\\nprovisioning network trace-route --from upcloud-web-01 --to aws-api-01 # Verify firewall rules\\nprovisioning network firewall-check --provider upcloud\\nprovisioning network firewall-check --provider aws","breadcrumbs":"Multi-Cloud Deployment » Cross-Provider Communication Failures","id":"374","title":"Cross-Provider Communication Failures"},"375":{"body":"# Check replication status\\nprovisioning database replication-status postgresql # Force replication sync\\nprovisioning database sync --source upcloud-db-01 --target aws-db-replica-01 # View replication lag metrics\\nprovisioning database metrics --metric replication_lag","breadcrumbs":"Multi-Cloud Deployment » Data Replication Lag","id":"375","title":"Data Replication Lag"},"376":{"body":"Batch Workflows - Multi-cloud orchestration Providers - Provider configuration Disaster Recovery - DR strategies Workspace Management - Multi-environment setup","breadcrumbs":"Multi-Cloud Deployment » See Also","id":"376","title":"See Also"},"377":{"body":"Create custom providers, task services, and clusters to extend the Provisioning platform for your specific infrastructure needs.","breadcrumbs":"Custom Extensions » Custom Extensions","id":"377","title":"Custom Extensions"},"378":{"body":"Extensions allow you to: Add support for new cloud providers Create custom task services for specialized software Define cluster templates for common deployment patterns Integrate with proprietary infrastructure","breadcrumbs":"Custom Extensions » Overview","id":"378","title":"Overview"},"379":{"body":"","breadcrumbs":"Custom Extensions » Extension Types","id":"379","title":"Extension Types"},"38":{"body":"","breadcrumbs":"Prerequisites » System Requirements","id":"38","title":"System Requirements"},"380":{"body":"Cloud or infrastructure backend integrations. Use Cases : Custom private cloud, bare metal provisioning, proprietary APIs","breadcrumbs":"Custom Extensions » Providers","id":"380","title":"Providers"},"381":{"body":"Installable software components. Use Cases : Internal applications, specialized databases, custom monitoring","breadcrumbs":"Custom Extensions » Task Services","id":"381","title":"Task Services"},"382":{"body":"Coordinated service groups. Use Cases : Standard deployment patterns, application stacks, reference architectures","breadcrumbs":"Custom Extensions » Clusters","id":"382","title":"Clusters"},"383":{"body":"","breadcrumbs":"Custom Extensions » Creating a Custom Provider","id":"383","title":"Creating a Custom Provider"},"384":{"body":"provisioning/extensions/providers/my-provider/\\n├── provider.ncl # Provider schema\\n├── resources/\\n│ ├── server.nu # Server operations\\n│ ├── network.nu # Network operations\\n│ └── storage.nu # Storage operations\\n└── README.md","breadcrumbs":"Custom Extensions » Directory Structure","id":"384","title":"Directory Structure"},"385":{"body":"{ name = \\"my-provider\\", description = \\"Custom infrastructure provider\\", config_schema = { api_endpoint | String, api_key | String, region | String | default = \\"default\\", timeout_seconds | Number | default = 300, }, capabilities = { servers = true, networks = true, storage = true, load_balancers = false, }\\n}","breadcrumbs":"Custom Extensions » Provider Schema (provider.ncl)","id":"385","title":"Provider Schema (provider.ncl)"},"386":{"body":"# Create server\\nexport def \\"server create\\" [ name: string plan: string --zone: string = \\"default\\"\\n] { let config = $env.PROVIDER_CONFIG | from json # Call provider API http post $\\"($config.api_endpoint)/servers\\" { name: $name, plan: $plan, zone: $zone } | from json\\n} # Delete server\\nexport def \\"server delete\\" [name: string] { let config = $env.PROVIDER_CONFIG | from json http delete $\\"($config.api_endpoint)/servers/($name)\\"\\n} # List servers\\nexport def \\"server list\\" [] { let config = $env.PROVIDER_CONFIG | from json http get $\\"($config.api_endpoint)/servers\\" | from json\\n}","breadcrumbs":"Custom Extensions » Server Operations (resources/server.nu)","id":"386","title":"Server Operations (resources/server.nu)"},"387":{"body":"","breadcrumbs":"Custom Extensions » Creating a Custom Task Service","id":"387","title":"Creating a Custom Task Service"},"388":{"body":"provisioning/extensions/taskservs/my-service/\\n├── service.ncl # Service schema\\n├── install.nu # Installation script\\n├── configure.nu # Configuration script\\n├── health-check.nu # Health validation\\n└── README.md","breadcrumbs":"Custom Extensions » Directory Structure","id":"388","title":"Directory Structure"},"389":{"body":"{ name = \\"my-service\\", version = \\"1.0.0\\", description = \\"Custom service deployment\\", dependencies = [\\"kubernetes\\"], config_schema = { replicas | Number | default = 3, port | Number | default = 8080, storage_size_gb | Number | default = 10, image | String, }\\n}","breadcrumbs":"Custom Extensions » Service Schema (service.ncl)","id":"389","title":"Service Schema (service.ncl)"},"39":{"body":"Development Workstation : CPU: 2 cores RAM: 4 GB Disk: 20 GB available space Network: Internet connection for provider APIs Production Control Plane : CPU: 4 cores RAM: 8 GB Disk: 50 GB available space (SSD recommended) Network: Stable internet connection, public IP optional","breadcrumbs":"Prerequisites » Minimum Hardware","id":"39","title":"Minimum Hardware"},"390":{"body":"export def \\"taskserv install\\" [config: record] { print $\\"Installing ($config.name)...\\" # Create namespace kubectl create namespace $config.name # Deploy application kubectl apply -f - <<EOF\\napiVersion: apps/v1\\nkind: Deployment\\nmetadata: name: ($config.name) namespace: ($config.name)\\nspec: replicas: ($config.replicas) template: spec: containers: - name: app image: ($config.image) ports: - containerPort: ($config.port)\\nEOF {status: \\"installed\\"}\\n}","breadcrumbs":"Custom Extensions » Installation Script (install.nu)","id":"390","title":"Installation Script (install.nu)"},"391":{"body":"export def \\"taskserv health\\" [name: string] { let pods = (kubectl get pods -n $name -o json | from json) let ready = ($pods.items | all | { | p $p.status.phase == \\"Running\\"}) if $ready { {status: \\"healthy\\", ready_pods: ($pods.items | length)} } else { {status: \\"unhealthy\\", reason: \\"pods not running\\"} }\\n}","breadcrumbs":"Custom Extensions » Health Check (health-check.nu)","id":"391","title":"Health Check (health-check.nu)"},"392":{"body":"","breadcrumbs":"Custom Extensions » Creating a Custom Cluster","id":"392","title":"Creating a Custom Cluster"},"393":{"body":"provisioning/extensions/clusters/my-cluster/\\n├── cluster.ncl # Cluster definition\\n├── deploy.nu # Deployment script\\n└── README.md","breadcrumbs":"Custom Extensions » Directory Structure","id":"393","title":"Directory Structure"},"394":{"body":"{ name = \\"my-cluster\\", version = \\"1.0.0\\", description = \\"Custom application stack\\", components = { servers = [ {name = \\"app\\", count = 3, plan = \'medium}, {name = \\"db\\", count = 1, plan = \'large}, ], services = [\\"nginx\\", \\"postgresql\\", \\"redis\\"], }, config_schema = { domain | String, app_replicas | Number | default = 3, db_storage_gb | Number | default = 100, }\\n}","breadcrumbs":"Custom Extensions » Cluster Schema (cluster.ncl)","id":"394","title":"Cluster Schema (cluster.ncl)"},"395":{"body":"","breadcrumbs":"Custom Extensions » Testing Extensions","id":"395","title":"Testing Extensions"},"396":{"body":"# Test provider operations\\nprovisioning provider test my-provider --local # Test task service installation\\nprovisioning taskserv install my-service --dry-run # Validate cluster definition\\nprovisioning cluster validate my-cluster","breadcrumbs":"Custom Extensions » Local Testing","id":"396","title":"Local Testing"},"397":{"body":"# Create test workspace\\nprovisioning workspace create test-extensions # Deploy extension\\nprovisioning extension deploy my-provider # Test deployment\\nprovisioning server create test-server --provider my-provider","breadcrumbs":"Custom Extensions » Integration Testing","id":"397","title":"Integration Testing"},"398":{"body":"Define clear schemas - Use Nickel contracts for type safety Implement health checks - Validate service state Handle errors gracefully - Return structured error messages Document configuration - Provide clear examples Version extensions - Track compatibility Test thoroughly - Unit and integration tests","breadcrumbs":"Custom Extensions » Extension Best Practices","id":"398","title":"Extension Best Practices"},"399":{"body":"","breadcrumbs":"Custom Extensions » Publishing Extensions","id":"399","title":"Publishing Extensions"},"4":{"body":"Getting Started : Installation and initial setup User Guides : Workflow tutorials and best practices Infrastructure as Code : Nickel configuration and schema reference Platform Features : Core capabilities and systems Operations : Deployment, monitoring, and maintenance Security : Complete security system documentation Development : Extension and plugin development API Reference : REST API and CLI command reference Architecture : System design and ADRs Examples : Practical use cases and patterns Troubleshooting : Problem-solving guides","breadcrumbs":"Introduction » Documentation Structure","id":"4","title":"Documentation Structure"},"40":{"body":"Primary Support : macOS 12.0+ (Monterey or newer) Linux distributions with kernel 5.0+ Ubuntu 20.04 LTS or newer Debian 11 or newer Fedora 35 or newer RHEL 8 or newer Limited Support : Windows 10/11 via WSL2 (Windows Subsystem for Linux)","breadcrumbs":"Prerequisites » Supported Operating Systems","id":"40","title":"Supported Operating Systems"},"400":{"body":"Share extensions with the community: # Package extension\\nprovisioning extension package my-provider # Publish to registry\\nprovisioning extension publish my-provider --registry community","breadcrumbs":"Custom Extensions » Extension Registry","id":"400","title":"Extension Registry"},"401":{"body":"Host internal extensions: # Configure private registry\\nprovisioning config set extension_registry [https://registry.internal](https://registry.internal) # Publish privately\\nprovisioning extension publish my-provider --private","breadcrumbs":"Custom Extensions » Private Registry","id":"401","title":"Private Registry"},"402":{"body":"","breadcrumbs":"Custom Extensions » Examples","id":"402","title":"Examples"},"403":{"body":"Provider for proprietary database platform: { name = \\"mydb-provider\\", capabilities = {databases = true}, config_schema = { cluster_endpoint | String, admin_token | String, }\\n}","breadcrumbs":"Custom Extensions » Custom Database Provider","id":"403","title":"Custom Database Provider"},"404":{"body":"Complete monitoring deployment: { name = \\"monitoring-stack\\", dependencies = [\\"prometheus\\", \\"grafana\\", \\"loki\\"], config_schema = { retention_days | Number | default = 30, alert_email | String, }\\n}","breadcrumbs":"Custom Extensions » Monitoring Stack Service","id":"404","title":"Monitoring Stack Service"},"405":{"body":"","breadcrumbs":"Custom Extensions » Troubleshooting","id":"405","title":"Troubleshooting"},"406":{"body":"# Verify extension structure\\nprovisioning extension validate my-extension # Check logs\\nprovisioning logs extension-loader --tail 100","breadcrumbs":"Custom Extensions » Extension Not Loading","id":"406","title":"Extension Not Loading"},"407":{"body":"# Enable debug logging\\nexport PROVISIONING_LOG_LEVEL=debug\\nprovisioning taskserv install my-service # Check service logs\\nprovisioning taskserv logs my-service","breadcrumbs":"Custom Extensions » Deployment Failures","id":"407","title":"Deployment Failures"},"408":{"body":"Extension Development - Technical details Provider Development - Provider implementation Task Services - Task service architecture","breadcrumbs":"Custom Extensions » References","id":"408","title":"References"},"409":{"body":"Comprehensive disaster recovery procedures for the Provisioning platform and managed infrastructure.","breadcrumbs":"Disaster Recovery » Disaster Recovery","id":"409","title":"Disaster Recovery"},"41":{"body":"Outbound Access : HTTPS (443) to cloud provider APIs HTTPS (443) to GitHub (for version updates) SSH (22) for server management Inbound Access (optional, for platform services): Port 8080: HTTP API Port 8081: MCP server Port 5000: Orchestrator service","breadcrumbs":"Prerequisites » Network Requirements","id":"41","title":"Network Requirements"},"410":{"body":"Disaster recovery (DR) ensures business continuity through: Automated backups Point-in-time recovery Multi-region failover Data replication DR testing procedures","breadcrumbs":"Disaster Recovery » Overview","id":"410","title":"Overview"},"411":{"body":"","breadcrumbs":"Disaster Recovery » Recovery Objectives","id":"411","title":"Recovery Objectives"},"412":{"body":"Target time to restore service: Critical Services : < 1 hour Production Infrastructure : < 4 hours Development Environment : < 24 hours","breadcrumbs":"Disaster Recovery » RTO (Recovery Time Objective)","id":"412","title":"RTO (Recovery Time Objective)"},"413":{"body":"Maximum acceptable data loss: Production Databases : < 5 minutes (continuous replication) Configuration : < 1 hour (hourly backups) Workspace State : < 15 minutes (incremental backups)","breadcrumbs":"Disaster Recovery » RPO (Recovery Point Objective)","id":"413","title":"RPO (Recovery Point Objective)"},"414":{"body":"","breadcrumbs":"Disaster Recovery » Backup Strategy","id":"414","title":"Backup Strategy"},"415":{"body":"Configure automatic backups: { backup = { enabled = true, schedule = \\"0 */6 * * *\\", # Every 6 hours retention_days = 30, targets = [ {type = \'workspace_state, enabled = true}, {type = \'infrastructure_config, enabled = true}, {type = \'platform_data, enabled = true}, ], storage = { backend = \'s3, bucket = \\"provisioning-backups\\", encryption = true, } }\\n}","breadcrumbs":"Disaster Recovery » Automated Backups","id":"415","title":"Automated Backups"},"416":{"body":"Full Backups : # Full platform backup\\nprovisioning backup create --type full --name \\"pre-upgrade-$(date +%Y%m%d)\\" # Full workspace backup\\nprovisioning workspace backup production --full Incremental Backups : # Incremental backup (changed files only)\\nprovisioning backup create --type incremental # Automated incremental\\nprovisioning config set backup.incremental_enabled true Snapshot Backups : # Infrastructure snapshot\\nprovisioning infrastructure snapshot --name \\"stable-v2\\" # Database snapshot\\nprovisioning taskserv backup postgresql --snapshot","breadcrumbs":"Disaster Recovery » Backup Types","id":"416","title":"Backup Types"},"417":{"body":"","breadcrumbs":"Disaster Recovery » Data Replication","id":"417","title":"Data Replication"},"418":{"body":"Replicate to secondary region: { replication = { enabled = true, mode = \'async, primary = {region = \\"eu-west-1\\", provider = \'aws}, secondary = {region = \\"us-east-1\\", provider = \'aws}, replication_lag_max_seconds = 300, }\\n}","breadcrumbs":"Disaster Recovery » Cross-Region Replication","id":"418","title":"Cross-Region Replication"},"419":{"body":"# Configure database replication\\nprovisioning taskserv configure postgresql --replication \\\\ --primary db-eu-west-1 \\\\ --standby db-us-east-1 \\\\ --sync-mode async","breadcrumbs":"Disaster Recovery » Database Replication","id":"419","title":"Database Replication"},"42":{"body":"At least one cloud provider account with API credentials: UpCloud : API username and password Account with sufficient quota for servers AWS : AWS Access Key ID and Secret Access Key IAM permissions for EC2, VPC, EBS operations Account with sufficient EC2 quota Local Provider : Docker or Podman installed Sufficient local system resources","breadcrumbs":"Prerequisites » Cloud Provider Access","id":"42","title":"Cloud Provider Access"},"420":{"body":"","breadcrumbs":"Disaster Recovery » Disaster Scenarios","id":"420","title":"Disaster Scenarios"},"421":{"body":"Procedure : Detect Failure : # Check region health\\nprovisioning health check --region eu-west-1 Initiate Failover : # Promote secondary region\\nprovisioning disaster-recovery failover --to us-east-1 --confirm # Verify services\\nprovisioning health check --all Update DNS : # Point traffic to secondary region\\nprovisioning dns update --region us-east-1 Monitor : # Watch recovery progress\\nprovisioning disaster-recovery status --follow","breadcrumbs":"Disaster Recovery » Complete Region Failure","id":"421","title":"Complete Region Failure"},"422":{"body":"Procedure : Identify Corruption : # Validate data integrity\\nprovisioning validate data --workspace production Find Clean Backup : # List available backups\\nprovisioning backup list --before \\"2024-01-15 10:00\\" # Verify backup integrity\\nprovisioning backup verify backup-20240115-0900 Restore from Backup : # Restore to point in time\\nprovisioning restore --backup backup-20240115-0900 \\\\ --workspace production --confirm","breadcrumbs":"Disaster Recovery » Data Corruption","id":"422","title":"Data Corruption"},"423":{"body":"Procedure : Identify Failed Service : # Check platform health\\nprovisioning platform health # Service logs\\nprovisioning platform logs orchestrator --tail 100 Restart Service : # Restart failed service\\nprovisioning platform restart orchestrator # Verify health\\nprovisioning platform health orchestrator Restore from Backup (if needed): # Restore service data\\nprovisioning platform restore orchestrator \\\\ --from-backup latest","breadcrumbs":"Disaster Recovery » Platform Service Failure","id":"423","title":"Platform Service Failure"},"424":{"body":"","breadcrumbs":"Disaster Recovery » Failover Procedures","id":"424","title":"Failover Procedures"},"425":{"body":"Configure automatic failover: { failover = { enabled = true, health_check_interval_seconds = 30, failure_threshold = 3, primary = {region = \\"eu-west-1\\"}, secondary = {region = \\"us-east-1\\"}, auto_failback = false, # Manual failback }\\n}","breadcrumbs":"Disaster Recovery » Automated Failover","id":"425","title":"Automated Failover"},"426":{"body":"# Initiate manual failover\\nprovisioning disaster-recovery failover \\\\ --from eu-west-1 \\\\ --to us-east-1 \\\\ --verify-replication \\\\ --confirm # Verify failover\\nprovisioning disaster-recovery verify # Update routing\\nprovisioning disaster-recovery update-routing","breadcrumbs":"Disaster Recovery » Manual Failover","id":"426","title":"Manual Failover"},"427":{"body":"","breadcrumbs":"Disaster Recovery » Recovery Procedures","id":"427","title":"Recovery Procedures"},"428":{"body":"# List workspace backups\\nprovisioning workspace backups production # Restore workspace\\nprovisioning workspace restore production \\\\ --backup backup-20240115-1200 \\\\ --target-region us-east-1 # Verify recovery\\nprovisioning workspace validate production","breadcrumbs":"Disaster Recovery » Workspace Recovery","id":"428","title":"Workspace Recovery"},"429":{"body":"# Restore infrastructure from Nickel config\\nprovisioning infrastructure restore \\\\ --config workspace/infra/production.ncl \\\\ --region us-east-1 # Restore from snapshot\\nprovisioning infrastructure restore \\\\ --snapshot infra-snapshot-20240115 # Verify deployment\\nprovisioning infrastructure validate","breadcrumbs":"Disaster Recovery » Infrastructure Recovery","id":"429","title":"Infrastructure Recovery"},"43":{"body":"","breadcrumbs":"Prerequisites » Permission Requirements","id":"43","title":"Permission Requirements"},"430":{"body":"# Reinstall platform services\\nprovisioning platform install --region us-east-1 # Restore platform data\\nprovisioning platform restore --from-backup latest # Verify platform health\\nprovisioning platform health --all","breadcrumbs":"Disaster Recovery » Platform Recovery","id":"430","title":"Platform Recovery"},"431":{"body":"","breadcrumbs":"Disaster Recovery » DR Testing","id":"431","title":"DR Testing"},"432":{"body":"Monthly : Backup restore test Quarterly : Regional failover drill Annually : Full DR simulation","breadcrumbs":"Disaster Recovery » Test Schedule","id":"432","title":"Test Schedule"},"433":{"body":"# Create test workspace\\nprovisioning workspace create dr-test-$(date +%Y%m%d) # Restore latest backup\\nprovisioning workspace restore dr-test --backup latest # Validate restore\\nprovisioning workspace validate dr-test # Cleanup\\nprovisioning workspace delete dr-test --yes","breadcrumbs":"Disaster Recovery » Backup Restore Test","id":"433","title":"Backup Restore Test"},"434":{"body":"# Simulate regional failure\\nprovisioning disaster-recovery simulate-failure \\\\ --region eu-west-1 \\\\ --duration 30m # Monitor automated failover\\nprovisioning disaster-recovery status --follow # Validate services in secondary region\\nprovisioning health check --region us-east-1 --all # Manual failback after drill\\nprovisioning disaster-recovery failback --to eu-west-1","breadcrumbs":"Disaster Recovery » Failover Drill","id":"434","title":"Failover Drill"},"435":{"body":"","breadcrumbs":"Disaster Recovery » Monitoring and Alerts","id":"435","title":"Monitoring and Alerts"},"436":{"body":"# Check backup status\\nprovisioning backup status # Verify backup integrity\\nprovisioning backup verify --all --schedule daily # Alert on backup failures\\nprovisioning alert create backup-failure \\\\ --condition \\"backup.status == \'failed\'\\" \\\\ --notify [ops@example.com](mailto:ops@example.com)","breadcrumbs":"Disaster Recovery » Backup Monitoring","id":"436","title":"Backup Monitoring"},"437":{"body":"# Check replication lag\\nprovisioning replication status # Alert on lag exceeding threshold\\nprovisioning alert create replication-lag \\\\ --condition \\"replication.lag_seconds > 300\\" \\\\ --notify [ops@example.com](mailto:ops@example.com)","breadcrumbs":"Disaster Recovery » Replication Monitoring","id":"437","title":"Replication Monitoring"},"438":{"body":"Regular testing - Test DR procedures quarterly Automated backups - Never rely on manual backups Multiple regions - Geographic redundancy Monitor replication - Track replication lag Document procedures - Keep runbooks updated Encrypt backups - Protect backup data Verify restores - Test backup integrity Automate failover - Reduce recovery time","breadcrumbs":"Disaster Recovery » Best Practices","id":"438","title":"Best Practices"},"439":{"body":"Backup & Recovery - Backup operations Monitoring - Health monitoring Platform Health - Service health","breadcrumbs":"Disaster Recovery » References","id":"439","title":"References"},"44":{"body":"Standard User (recommended): Read/write access to workspace directory Ability to create symlinks for CLI installation SSH key generation capability Administrative Tasks (optional): Installing CLI to /usr/local/bin (requires sudo) Installing system-wide dependencies Configuring system services","breadcrumbs":"Prerequisites » User Permissions","id":"44","title":"User Permissions"},"440":{"body":"Define and manage infrastructure using Nickel, the type-safe configuration language that serves as Provisioning\'s source of truth.","breadcrumbs":"Infrastructure Overview » Infrastructure as Code","id":"440","title":"Infrastructure as Code"},"441":{"body":"Provisioning\'s infrastructure definition system provides: Type-safe configuration via Nickel language with mandatory schema validation and contract enforcement Complete provider support for AWS, UpCloud, Hetzner, Kubernetes, on-premise, and custom platforms 50+ task services for specialized infrastructure operations (databases, monitoring, logging, networking) Pre-built clusters for common patterns (web, OCI registry, cache, distributed computing) Batch workflows with DAG scheduling, parallel execution, and multi-cloud orchestration Schema validation with inheritance, merging, and contracts ensuring correctness Configuration composition with includes, profiles, and environment-specific overrides Version management with semantic versioning and deprecation paths All infrastructure is defined in Nickel (never TOML) ensuring compile-time correctness and runtime safety.","breadcrumbs":"Infrastructure Overview » Overview","id":"441","title":"Overview"},"442":{"body":"","breadcrumbs":"Infrastructure Overview » Infrastructure Configuration Guides","id":"442","title":"Infrastructure Configuration Guides"},"443":{"body":"Nickel Guide - Syntax, types, contracts, lazy evaluation, record merging, patterns, best practices for IaC Configuration System - Hierarchical loading, environment variables, profiles, composition, inheritance, validation Schemas Reference - Contracts, types, validation rules, inheritance, composition, custom schema development","breadcrumbs":"Infrastructure Overview » Core Configuration","id":"443","title":"Core Configuration"},"444":{"body":"Providers Guide - AWS, UpCloud, Hetzner, Kubernetes, on-premise, demo with capabilities, resources, examples Task Services Guide - 50+ services: databases, monitoring, logging, networking, CI/CD, storage Clusters Guide - Web cluster (3-tier), OCI registry, cache cluster, distributed computing, Kubernetes operators Batch Workflows - DAG-based scheduling, parallel execution, logic, error handling, multi-cloud, state management","breadcrumbs":"Infrastructure Overview » Resources and Operations","id":"444","title":"Resources and Operations"},"445":{"body":"Multi-Tenancy Patterns - Workspace isolation, data separation, billing, resource limits, SLAs Version Management - Semantic versioning, dependency resolution, compatibility, deprecation, upgrade workflows Performance Optimization - Configuration caching, lazy evaluation, parallel validation, incremental updates","breadcrumbs":"Infrastructure Overview » Advanced Topics","id":"445","title":"Advanced Topics"},"446":{"body":"Critical principle : Nickel is the source of truth for ALL infrastructure definitions. ✅ Nickel : Type-safe, validated, enforced, source of truth ❌ TOML : Generated output only, never hand-edited ❌ JSON/YAML : Generated output only, never source definitions ❌ KCL : Deprecated, completely replaced by Nickel This ensures: Compile-time validation - Errors caught before deployment Schema enforcement - All configurations conform to contracts Type safety - No runtime configuration errors IDE support - Type hints and autocompletion via schema Evolution - Breaking changes detected and reported","breadcrumbs":"Infrastructure Overview » Nickel as Source of Truth","id":"446","title":"Nickel as Source of Truth"},"447":{"body":"Configurations load in order of precedence: 1. Command-line arguments (highest priority)\\n2. Environment variables (PROVISIONING_*)\\n3. User configuration (~/.config/provisioning/user.nickel)\\n4. Workspace configuration (workspace/config/main.nickel)\\n5. Infrastructure schemas (provisioning/schemas/)\\n6. System defaults (provisioning/config/defaults.toml) (lowest priority)","breadcrumbs":"Infrastructure Overview » Configuration Hierarchy","id":"447","title":"Configuration Hierarchy"},"448":{"body":"","breadcrumbs":"Infrastructure Overview » Quick Start Paths","id":"448","title":"Quick Start Paths"},"449":{"body":"Start with Nickel Guide - language syntax, type system, functions, patterns with infrastructure examples.","breadcrumbs":"Infrastructure Overview » I\'m new to Nickel","id":"449","title":"I\'m new to Nickel"},"45":{"body":"# Workspace directory\\nchmod 755 ~/provisioning-workspace # Configuration files\\nchmod 600 ~/.config/provisioning/user_config.yaml\\nchmod 600 ~/.ssh/provisioning_* # Executable permissions for CLI\\nchmod +x /path/to/provisioning/core/cli/provisioning","breadcrumbs":"Prerequisites » File System Permissions","id":"45","title":"File System Permissions"},"450":{"body":"Read Configuration System - how configurations load, compose, and validate.","breadcrumbs":"Infrastructure Overview » I need to define infrastructure","id":"450","title":"I need to define infrastructure"},"451":{"body":"See Providers Guide - capabilities, resources, configuration examples for each cloud.","breadcrumbs":"Infrastructure Overview » I want to use AWS/UpCloud/Hetzner","id":"451","title":"I want to use AWS/UpCloud/Hetzner"},"452":{"body":"Check Task Services Guide - 50+ services with configuration examples.","breadcrumbs":"Infrastructure Overview » I need databases, monitoring, logging","id":"452","title":"I need databases, monitoring, logging"},"453":{"body":"Review Clusters Guide - pre-built 3-tier web cluster, load balancer, database, caching.","breadcrumbs":"Infrastructure Overview » I want to deploy web applications","id":"453","title":"I want to deploy web applications"},"454":{"body":"Learn Batch Workflows - DAG scheduling across multiple providers.","breadcrumbs":"Infrastructure Overview » I need multi-cloud workflows","id":"454","title":"I need multi-cloud workflows"},"455":{"body":"Study Multi-Tenancy Patterns - isolation, billing, resource management.","breadcrumbs":"Infrastructure Overview » I need multi-tenant setup","id":"455","title":"I need multi-tenant setup"},"456":{"body":"{ extensions = { providers = [ { name = \\"aws\\", version = \\"1.2.3\\", enabled = true, config = { region = \\"us-east-1\\", credentials_source = \\"aws_iam\\" } } ] }, infrastructure = { networks = [ { name = \\"main\\", provider = \\"aws\\", cidr = \\"10.0.0.0/16\\", subnets = [ { cidr = \\"10.0.1.0/24\\", availability_zone = \\"us-east-1a\\" }, { cidr = \\"10.0.2.0/24\\", availability_zone = \\"us-east-1b\\" } ] } ], instances = [ { name = \\"web-server-1\\", provider = \\"aws\\", instance_type = \\"t3.large\\", image = \\"ubuntu-22.04\\", network = \\"main\\", subnet = \\"10.0.1.0/24\\" } ] }\\n}","breadcrumbs":"Infrastructure Overview » Example Nickel Configuration","id":"456","title":"Example Nickel Configuration"},"457":{"body":"All infrastructure must conform to schemas. Schemas define: Required fields - Must be provided Type constraints - Values must match type Field contracts - Custom validation logic Defaults - Applied automatically Documentation - Inline help and examples","breadcrumbs":"Infrastructure Overview » Schema Contracts","id":"457","title":"Schema Contracts"},"458":{"body":"Before deploying: Schema validation - provisioning validate config Syntax checking - provisioning validate syntax Policy checks - Custom policy validation Unit tests - Test configuration logic Integration tests - Dry-run with actual providers","breadcrumbs":"Infrastructure Overview » Validation and Testing","id":"458","title":"Validation and Testing"},"459":{"body":"Provisioning Schemas → See provisioning/schemas/ in codebase Configuration Examples → See provisioning/docs/src/examples/ Provider Examples → See provisioning/docs/src/examples/aws-deployment-examples.md Task Services → See provisioning/extensions/ in codebase API Reference → See provisioning/docs/src/api-reference/","breadcrumbs":"Infrastructure Overview » Related Documentation","id":"459","title":"Related Documentation"},"46":{"body":"Before proceeding to installation, verify all prerequisites: # Check required tools\\nnu --version # 0.109.1+\\nnickel --version # 1.15.1+\\nsops --version # 3.10.2+\\nage --version # 1.2.1+\\nk9s version # 0.50.6+ # Check optional tools\\nmdbook --version # Latest\\ndocker --version # Latest\\ncargo --version # Latest\\ngit --version # Latest # Verify system resources\\nnproc # CPU cores (2+ minimum)\\nfree -h # RAM (4GB+ minimum)\\ndf -h ~ # Disk space (20GB+ minimum) # Test network connectivity\\ncurl -I [https://api.github.com](https://api.github.com)\\ncurl -I [https://hub.upcloud.com](https://hub.upcloud.com) # UpCloud API\\ncurl -I [https://ec2.amazonaws.com](https://ec2.amazonaws.com) # AWS API","breadcrumbs":"Prerequisites » Verification Checklist","id":"46","title":"Verification Checklist"},"460":{"body":"Comprehensive guide to using Nickel as the infrastructure-as-code language for the Provisioning platform.","breadcrumbs":"Nickel Guide » Nickel Guide","id":"460","title":"Nickel Guide"},"461":{"body":"TYPE-SAFETY ALWAYS REQUIRED : ALL configurations MUST be type-safe and validated via Nickel. TOML is NOT acceptable as source of truth. Validation is NOT optional, NOT \\"progressive\\", NOT \\"production-only\\". This applies to ALL profiles (developer, production, cicd). Nickel is the PRIMARY IaC language. TOML files are GENERATED OUTPUT ONLY, never the source.","breadcrumbs":"Nickel Guide » Critical Principle: Nickel is Source of Truth","id":"461","title":"Critical Principle: Nickel is Source of Truth"},"462":{"body":"Nickel provides: Type Safety : Static type checking catches errors before deployment Lazy Evaluation : Efficient configuration composition and merging Contract System : Schema validation with gradual typing Record Merging : Powerful composition without duplication LSP Support : IDE integration for autocomplete and validation Human-Readable : Clear syntax for infrastructure definition","breadcrumbs":"Nickel Guide » Why Nickel","id":"462","title":"Why Nickel"},"463":{"body":"# macOS (Homebrew)\\nbrew install nickel # Linux (Cargo)\\ncargo install nickel-lang-cli # Verify installation\\nnickel --version # 1.15.1+","breadcrumbs":"Nickel Guide » Installation","id":"463","title":"Installation"},"464":{"body":"","breadcrumbs":"Nickel Guide » Core Concepts","id":"464","title":"Core Concepts"},"465":{"body":"Records are the fundamental data structure in Nickel: { name = \\"my-server\\" plan = \\"medium\\" zone = \\"de-fra1\\"\\n}","breadcrumbs":"Nickel Guide » Records and Fields","id":"465","title":"Records and Fields"},"466":{"body":"Add type safety with contracts: { name : String = \\"my-server\\" plan : String = \\"medium\\" cpu_count : Number = 4 enabled : Bool = true\\n}","breadcrumbs":"Nickel Guide » Type Annotations","id":"466","title":"Type Annotations"},"467":{"body":"Compose configurations by merging records: let base_config = { provider = \\"upcloud\\" region = \\"de-fra1\\"\\n} in let server_config = base_config & { name = \\"web-01\\" plan = \\"medium\\"\\n} in server_config Result: { provider = \\"upcloud\\" region = \\"de-fra1\\" name = \\"web-01\\" plan = \\"medium\\"\\n}","breadcrumbs":"Nickel Guide » Record Merging","id":"467","title":"Record Merging"},"468":{"body":"Define contracts to validate structure: let ServerContract = { name | String plan | String | default = \\"small\\" zone | String | default = \\"de-fra1\\" cpu | Number | optional\\n} in { name = \\"my-server\\" plan = \\"large\\"\\n} | ServerContract","breadcrumbs":"Nickel Guide » Contracts (Schema Validation)","id":"468","title":"Contracts (Schema Validation)"},"469":{"body":"The platform uses a standardized three-file pattern for all schemas:","breadcrumbs":"Nickel Guide » Three-File Pattern (Provisioning Standard)","id":"469","title":"Three-File Pattern (Provisioning Standard)"},"47":{"body":"Once all prerequisites are met, proceed to: Installation - Install the Provisioning platform Quick Start - Deploy your first infrastructure in 5 minutes","breadcrumbs":"Prerequisites » Next Steps","id":"47","title":"Next Steps"},"470":{"body":"Defines the schema contracts: # contracts.ncl\\n{ Server = { name | String plan | String | default = \\"small\\" zone | String | default = \\"de-fra1\\" disk_size_gb | Number | default = 25 backup_enabled | Bool | default = false role | | [ \'control, \'worker, \'standalone | ] | optional } Infrastructure = { servers | Array Server provider | String environment | | [ \'development, \'staging, \'production | ] }\\n}","breadcrumbs":"Nickel Guide » 1. contracts.ncl - Type Definitions","id":"470","title":"1. contracts.ncl - Type Definitions"},"471":{"body":"Provides sensible defaults: # defaults.ncl\\n{ server = { name = \\"unnamed-server\\" plan = \\"small\\" zone = \\"de-fra1\\" disk_size_gb = 25 backup_enabled = false } infrastructure = { servers = [] provider = \\"local\\" environment = \'development }\\n}","breadcrumbs":"Nickel Guide » 2. defaults.ncl - Default Values","id":"471","title":"2. defaults.ncl - Default Values"},"472":{"body":"Combines contracts and defaults, provides makers: # main.ncl\\nlet contracts_lib = import \\"./contracts.ncl\\" in\\nlet defaults_lib = import \\"./defaults.ncl\\" in { # Direct access to defaults (for inspection) defaults = defaults_lib # Convenience makers (90% of use cases) make_server | not_exported = fun overrides => defaults_lib.server & overrides make_infrastructure | not_exported = fun overrides => defaults_lib.infrastructure & overrides # Default instances (bare defaults) DefaultServer = defaults_lib.server DefaultInfrastructure = defaults_lib.infrastructure\\n}","breadcrumbs":"Nickel Guide » 3. main.ncl - Entry Point","id":"472","title":"3. main.ncl - Entry Point"},"473":{"body":"# user-infra.ncl\\nlet infra_lib = import \\"provisioning/schemas/infrastructure/main.ncl\\" in infra_lib.make_infrastructure { provider = \\"upcloud\\" environment = \'production servers = [ infra_lib.make_server { name = \\"web-01\\" plan = \\"medium\\" backup_enabled = true } infra_lib.make_server { name = \\"web-02\\" plan = \\"medium\\" backup_enabled = true } ]\\n}","breadcrumbs":"Nickel Guide » Usage Example","id":"473","title":"Usage Example"},"474":{"body":"Records can be used both as functions (makers) and as plain data: let config_lib = import \\"./config.ncl\\" in # Use as function (with overrides)\\nlet custom_config = config_lib.make_server { name = \\"custom\\" } in # Use as plain data (defaults)\\nlet default_config = config_lib.DefaultServer in { custom = custom_config default = default_config\\n}","breadcrumbs":"Nickel Guide » Hybrid Interface Pattern","id":"474","title":"Hybrid Interface Pattern"},"475":{"body":"","breadcrumbs":"Nickel Guide » Record Merging Strategies","id":"475","title":"Record Merging Strategies"},"476":{"body":"let base = { a = 1, b = 2 } in\\nlet override = { b = 3, c = 4 } in\\nbase & override\\n# Result: { a = 1, b = 3, c = 4 }","breadcrumbs":"Nickel Guide » Priority Merging (Default)","id":"476","title":"Priority Merging (Default)"},"477":{"body":"let base = { server = { cpu = 2, ram = 4 }\\n} in let override = { server = { ram = 8, disk = 100 }\\n} in std.record.merge_all [base, override]\\n# Result: { server = { cpu = 2, ram = 8, disk = 100 } }","breadcrumbs":"Nickel Guide » Recursive Merging","id":"477","title":"Recursive Merging"},"478":{"body":"Nickel evaluates expressions lazily, only when needed: let expensive_computation = std.string.join \\" \\" [\\"a\\", \\"b\\", \\"c\\"] in { # Only evaluated when accessed computed_field = expensive_computation # Conditional evaluation conditional = if environment == \'production then expensive_computation else \\"dev-value\\"\\n}","breadcrumbs":"Nickel Guide » Lazy Evaluation","id":"478","title":"Lazy Evaluation"},"479":{"body":"The platform organizes Nickel schemas by domain: provisioning/schemas/\\n├── main.ncl # Top-level entry point\\n├── config/ # Configuration schemas\\n│ ├── settings/\\n│ │ ├── main.ncl\\n│ │ ├── contracts.ncl\\n│ │ └── defaults.ncl\\n│ └── defaults/\\n│ ├── main.ncl\\n│ ├── contracts.ncl\\n│ └── defaults.ncl\\n├── infrastructure/ # Infrastructure definitions\\n│ ├── servers/\\n│ ├── networks/\\n│ └── storage/\\n├── deployment/ # Deployment schemas\\n├── services/ # Service configurations\\n├── operations/ # Operational schemas\\n└── generator/ # Runtime schema generation","breadcrumbs":"Nickel Guide » Schema Organization","id":"479","title":"Schema Organization"},"48":{"body":"This guide covers installing the Provisioning platform on your system.","breadcrumbs":"Installation » Installation","id":"48","title":"Installation"},"480":{"body":"","breadcrumbs":"Nickel Guide » Type System","id":"480","title":"Type System"},"481":{"body":"{ string_field : String = \\"text\\" number_field : Number = 42 bool_field : Bool = true\\n}","breadcrumbs":"Nickel Guide » Primitive Types","id":"481","title":"Primitive Types"},"482":{"body":"{ names : Array String = [\\"alice\\", \\"bob\\", \\"charlie\\"] ports : Array Number = [80, 443, 8080]\\n}","breadcrumbs":"Nickel Guide » Array Types","id":"482","title":"Array Types"},"483":{"body":"{ environment : | [ \'development, \'staging, \'production | ] = \'production role : | [ \'control, \'worker, \'standalone | ] = \'worker\\n}","breadcrumbs":"Nickel Guide » Enum Types","id":"483","title":"Enum Types"},"484":{"body":"{ required_field : String = \\"value\\" optional_field : String | optional\\n}","breadcrumbs":"Nickel Guide » Optional Fields","id":"484","title":"Optional Fields"},"485":{"body":"{ with_default : String | default = \\"default-value\\"\\n}","breadcrumbs":"Nickel Guide » Default Values","id":"485","title":"Default Values"},"486":{"body":"","breadcrumbs":"Nickel Guide » Validation Patterns","id":"486","title":"Validation Patterns"},"487":{"body":"let validate_plan = fun plan => if plan == \\"small\\" | | plan == \\"medium\\" | | plan == \\"large\\" then plan else std.fail \\"Invalid plan: must be small, medium, or large\\"\\nin { plan = validate_plan \\"medium\\"\\n}","breadcrumbs":"Nickel Guide » Runtime Validation","id":"487","title":"Runtime Validation"},"488":{"body":"let PlanContract = | [ \'small, \'medium, \'large | ] in { plan | PlanContract = \'medium\\n}","breadcrumbs":"Nickel Guide » Contract-Based Validation","id":"488","title":"Contract-Based Validation"},"489":{"body":"","breadcrumbs":"Nickel Guide » Real-World Examples","id":"489","title":"Real-World Examples"},"49":{"body":"Ensure all prerequisites are met before proceeding.","breadcrumbs":"Installation » Prerequisites","id":"49","title":"Prerequisites"},"490":{"body":"{ metadata = { name = \\"demo-server\\" provider = \\"upcloud\\" environment = \'development } infrastructure = { servers = [ { name = \\"web-01\\" plan = \\"medium\\" zone = \\"de-fra1\\" disk_size_gb = 50 backup_enabled = true role = \'standalone } ] } services = { taskservs = [\\"containerd\\", \\"docker\\"] }\\n}","breadcrumbs":"Nickel Guide » Simple Server Configuration","id":"490","title":"Simple Server Configuration"},"491":{"body":"{ metadata = { name = \\"k8s-prod\\" provider = \\"upcloud\\" environment = \'production } infrastructure = { servers = [ { name = \\"k8s-control-01\\" plan = \\"medium\\" role = \'control zone = \\"de-fra1\\" disk_size_gb = 50 backup_enabled = true } { name = \\"k8s-worker-01\\" plan = \\"large\\" role = \'worker zone = \\"de-fra1\\" disk_size_gb = 100 backup_enabled = true } { name = \\"k8s-worker-02\\" plan = \\"large\\" role = \'worker zone = \\"de-fra1\\" disk_size_gb = 100 backup_enabled = true } ] } services = { taskservs = [\\"containerd\\", \\"etcd\\", \\"kubernetes\\", \\"cilium\\", \\"rook-ceph\\"] } kubernetes = { version = \\"1.28.0\\" pod_cidr = \\"10.244.0.0/16\\" service_cidr = \\"10.96.0.0/12\\" container_runtime = \\"containerd\\" cri_socket = \\"/run/containerd/containerd.sock\\" }\\n}","breadcrumbs":"Nickel Guide » Kubernetes Cluster Configuration","id":"491","title":"Kubernetes Cluster Configuration"},"492":{"body":"{ batch_workflow = { operations = [ { id = \\"aws-cluster\\" provider = \\"aws\\" region = \\"us-east-1\\" servers = [ { name = \\"aws-web-01\\", plan = \\"t3.medium\\" } ] } { id = \\"upcloud-cluster\\" provider = \\"upcloud\\" region = \\"de-fra1\\" servers = [ { name = \\"upcloud-web-01\\", plan = \\"medium\\" } ] dependencies = [\\"aws-cluster\\"] } ] parallel_limit = 2 }\\n}","breadcrumbs":"Nickel Guide » Multi-Provider Batch Workflow","id":"492","title":"Multi-Provider Batch Workflow"},"493":{"body":"","breadcrumbs":"Nickel Guide » Validation Workflow","id":"493","title":"Validation Workflow"},"494":{"body":"# Check syntax and types\\nnickel typecheck infra/my-cluster.ncl # Export to JSON (validates during export)\\nnickel export infra/my-cluster.ncl # Export to TOML (generated output only)\\nnickel export --format toml infra/my-cluster.ncl > config.toml","breadcrumbs":"Nickel Guide » Type-Check Schema","id":"494","title":"Type-Check Schema"},"495":{"body":"# Validate against platform contracts\\nprovisioning validate config --infra my-cluster # Verbose validation\\nprovisioning validate config --verbose","breadcrumbs":"Nickel Guide » Platform Validation","id":"495","title":"Platform Validation"},"496":{"body":"","breadcrumbs":"Nickel Guide » IDE Integration","id":"496","title":"IDE Integration"},"497":{"body":"Install LSP for IDE support: # Install LSP server\\ncargo install nickel-lang-lsp # Configure your editor (VS Code example)\\n# Install \\"Nickel\\" extension from marketplace Features: Syntax highlighting Type checking on save Autocomplete Hover documentation Go to definition","breadcrumbs":"Nickel Guide » Language Server (nickel-lang-lsp)","id":"497","title":"Language Server (nickel-lang-lsp)"},"498":{"body":"{ \\"nickel.lsp.command\\": \\"nickel-lang-lsp\\", \\"nickel.lsp.args\\": [\\"--stdio\\"], \\"nickel.format.onSave\\": true\\n}","breadcrumbs":"Nickel Guide » VS Code Configuration","id":"498","title":"VS Code Configuration"},"499":{"body":"","breadcrumbs":"Nickel Guide » Common Patterns","id":"499","title":"Common Patterns"},"5":{"body":"Rust : Platform services and performance-critical components Nushell : Scripting, CLI, and automation Nickel : Type-safe infrastructure configuration SecretumVault : Secrets management integration","breadcrumbs":"Introduction » Core Technologies","id":"5","title":"Core Technologies"},"50":{"body":"","breadcrumbs":"Installation » Installation Steps","id":"50","title":"Installation Steps"},"500":{"body":"let env_configs = { development = { plan = \\"small\\" backup_enabled = false } production = { plan = \\"large\\" backup_enabled = true }\\n} in let environment = \'production in { servers = [ env_configs.%{std.string.from_enum environment} & { name = \\"server-01\\" } ]\\n}","breadcrumbs":"Nickel Guide » Environment-Specific Configuration","id":"500","title":"Environment-Specific Configuration"},"501":{"body":"let base_server = { zone = \\"de-fra1\\" backup_enabled = false\\n} in let prod_overrides = { backup_enabled = true disk_size_gb = 100\\n} in { servers = [ base_server & { name = \\"dev-01\\" } base_server & prod_overrides & { name = \\"prod-01\\" } ]\\n}","breadcrumbs":"Nickel Guide » Configuration Composition","id":"501","title":"Configuration Composition"},"502":{"body":"TOML is ONLY for generated output. Source is always Nickel. # Generate TOML from Nickel (if needed for external tools)\\nnickel export --format toml infra/cluster.ncl > cluster.toml # NEVER edit cluster.toml directly - edit cluster.ncl instead","breadcrumbs":"Nickel Guide » Migration from TOML","id":"502","title":"Migration from TOML"},"503":{"body":"Use Three-File Pattern : Separate contracts, defaults, and main entry Type Everything : Add type annotations for all fields Validate Early : Run nickel typecheck before deployment Use Makers : Leverage maker functions for composition Document Contracts : Add comments explaining schema requirements Avoid Duplication : Use record merging and defaults Test Locally : Export and verify before deploying Version Schemas : Track schema changes in version control","breadcrumbs":"Nickel Guide » Best Practices","id":"503","title":"Best Practices"},"504":{"body":"","breadcrumbs":"Nickel Guide » Debugging","id":"504","title":"Debugging"},"505":{"body":"# Detailed type error messages\\nnickel typecheck --color always infra/cluster.ncl","breadcrumbs":"Nickel Guide » Type Errors","id":"505","title":"Type Errors"},"506":{"body":"# Export to JSON for inspection\\nnickel export infra/cluster.ncl | jq \'.\' # Check specific field\\nnickel export infra/cluster.ncl | jq \'.metadata\'","breadcrumbs":"Nickel Guide » Schema Inspection","id":"506","title":"Schema Inspection"},"507":{"body":"# Auto-format Nickel files\\nnickel fmt infra/cluster.ncl # Check formatting without modifying\\nnickel fmt --check infra/cluster.ncl","breadcrumbs":"Nickel Guide » Format Code","id":"507","title":"Format Code"},"508":{"body":"Schemas Reference - Platform schema organization Configuration System - Hierarchical configuration Providers - Cloud provider schemas Batch Workflows - Multi-cloud orchestration with Nickel","breadcrumbs":"Nickel Guide » Next Steps","id":"508","title":"Next Steps"},"509":{"body":"The Provisioning platform uses a hierarchical configuration system with Nickel as the source of truth for infrastructure definitions and TOML/YAML for application settings.","breadcrumbs":"Configuration System » Configuration System","id":"509","title":"Configuration System"},"51":{"body":"# Clone the provisioning repository\\ngit clone [https://github.com/your-org/project-provisioning](https://github.com/your-org/project-provisioning)\\ncd project-provisioning","breadcrumbs":"Installation » Step 1: Clone the Repository","id":"51","title":"Step 1: Clone the Repository"},"510":{"body":"Configuration is loaded in order of precedence (highest to lowest): 1. Runtime Arguments - CLI flags (--config, --workspace, etc.)\\n2. Environment Variables - PROVISIONING_* environment variables\\n3. User Configuration - ~/.config/provisioning/user_config.yaml\\n4. Infrastructure Config - Nickel schemas in workspace/provisioning\\n5. System Defaults - provisioning/config/config.defaults.toml Later sources override earlier ones, allowing flexible configuration management across environments.","breadcrumbs":"Configuration System » Configuration Hierarchy","id":"510","title":"Configuration Hierarchy"},"511":{"body":"","breadcrumbs":"Configuration System » Configuration Files","id":"511","title":"Configuration Files"},"512":{"body":"Located at provisioning/config/config.defaults.toml: [general]\\nlog_level = \\"info\\"\\nworkspace_root = \\"./workspaces\\" [providers]\\ndefault_provider = \\"local\\" [orchestrator]\\nmax_parallel_tasks = 4\\ncheckpoint_enabled = true","breadcrumbs":"Configuration System » System Defaults","id":"512","title":"System Defaults"},"513":{"body":"Located at ~/.config/provisioning/user_config.yaml: general: preferred_editor: nvim default_workspace: production providers: upcloud: default_zone: fi-hel1 aws: default_region: eu-west-1","breadcrumbs":"Configuration System » User Configuration","id":"513","title":"User Configuration"},"514":{"body":"Nickel-based infrastructure configuration in workspace directories: workspace/\\n├── config/\\n│ ├── main.ncl # Workspace configuration\\n│ ├── providers.ncl # Provider definitions\\n│ └── variables.ncl # Workspace variables\\n├── infra/\\n│ └── servers.ncl # Infrastructure definitions\\n└── .workspace/ └── metadata.toml # Workspace metadata","breadcrumbs":"Configuration System » Workspace Configuration","id":"514","title":"Workspace Configuration"},"515":{"body":"All configuration can be overridden via environment variables: export PROVISIONING_LOG_LEVEL=debug\\nexport PROVISIONING_WORKSPACE=production\\nexport PROVISIONING_PROVIDER=upcloud\\nexport PROVISIONING_DRY_RUN=true Variable naming: PROVISIONING_<SECTION>_<KEY> (uppercase with underscores).","breadcrumbs":"Configuration System » Environment Variables","id":"515","title":"Environment Variables"},"516":{"body":"The platform provides 476+ configuration accessors for programmatic access: # Get configuration value\\nprovisioning config get general.log_level # Set configuration value (workspace-scoped)\\nprovisioning config set providers.default_provider upcloud # List all configuration\\nprovisioning config list # Validate configuration\\nprovisioning config validate","breadcrumbs":"Configuration System » Configuration Accessors","id":"516","title":"Configuration Accessors"},"517":{"body":"Configuration supports profiles for different environments: [profiles.development]\\nlog_level = \\"debug\\"\\ndry_run = true [profiles.production]\\nlog_level = \\"warn\\"\\ndry_run = false\\ncheckpoint_enabled = true Activate profile: provisioning --profile production deploy","breadcrumbs":"Configuration System » Profiles","id":"517","title":"Profiles"},"518":{"body":"Workspace configurations inherit from system defaults: # workspace/config/main.ncl\\nlet parent = import \\"../../provisioning/schemas/defaults.ncl\\" in\\nparent & { # Override specific values general.log_level = \\"debug\\", providers.default_provider = \\"aws\\",\\n}","breadcrumbs":"Configuration System » Inheritance and Overrides","id":"518","title":"Inheritance and Overrides"},"519":{"body":"Sensitive configuration is encrypted using SOPS/Age: # Encrypt configuration\\nsops --encrypt --age <public-key> secrets.yaml > secrets.enc.yaml # Decrypt and use\\nprovisioning deploy --secrets secrets.enc.yaml Integration with SecretumVault for enterprise secrets management (see Secrets Management ).","breadcrumbs":"Configuration System » Secrets Management","id":"519","title":"Secrets Management"},"52":{"body":"The CLI can be installed globally or run directly from the repository. Option A: Symbolic Link (Recommended) : # Create symbolic link to /usr/local/bin\\nln -sf \\"$(pwd)/provisioning/core/cli/provisioning\\" /usr/local/bin/provisioning # Verify installation\\nprovisioning version Option B: PATH Environment Variable : # Add to ~/.bashrc, ~/.zshrc, or ~/.config/nushell/env.nu\\nexport PATH=\\"$PATH:/path/to/project-provisioning/provisioning/core/cli\\" # Reload shell configuration\\nsource ~/.bashrc # or ~/.zshrc Option C: Direct Execution : # Run directly from repository (no installation needed)\\n./provisioning/core/cli/provisioning version","breadcrumbs":"Installation » Step 2: Add CLI to PATH","id":"52","title":"Step 2: Add CLI to PATH"},"520":{"body":"All Nickel-based configuration is validated before use: # Validate workspace configuration\\nprovisioning config validate # Check schema compliance\\nnickel export --format json workspace/config/main.ncl Type-safety is mandatory - invalid configuration is rejected at load time.","breadcrumbs":"Configuration System » Configuration Validation","id":"520","title":"Configuration Validation"},"521":{"body":"Use Nickel for infrastructure - Type-safe, validated infrastructure definitions Use TOML for application settings - Simple key-value configuration Encrypt secrets - Never commit unencrypted credentials Document overrides - Comment why values differ from defaults Validate before deploy - Always run config validate before deployment Version control - Track configuration changes in Git Profile separation - Isolate development/staging/production configs","breadcrumbs":"Configuration System » Best Practices","id":"521","title":"Best Practices"},"522":{"body":"","breadcrumbs":"Configuration System » Troubleshooting","id":"522","title":"Troubleshooting"},"523":{"body":"Check precedence order: # Show effective configuration\\nprovisioning config show --debug # Trace configuration loading\\nPROVISIONING_LOG_LEVEL=trace provisioning config list","breadcrumbs":"Configuration System » Configuration Not Loading","id":"523","title":"Configuration Not Loading"},"524":{"body":"# Check Nickel syntax\\nnickel typecheck workspace/config/main.ncl # Export and inspect\\nnickel export workspace/config/main.ncl","breadcrumbs":"Configuration System » Schema Validation Failures","id":"524","title":"Schema Validation Failures"},"525":{"body":"# List all PROVISIONING_* variables\\nenv | grep PROVISIONING_ # Clear all provisioning env vars\\nunset $(env | grep PROVISIONING_ | cut -d= -f1 | xargs)","breadcrumbs":"Configuration System » Environment Variable Issues","id":"525","title":"Environment Variable Issues"},"526":{"body":"Nickel Guide - Infrastructure configuration Schemas Reference - Schema structure Secrets Management - SecretumVault integration","breadcrumbs":"Configuration System » References","id":"526","title":"References"},"527":{"body":"Provisioning uses Nickel schemas for type-safe infrastructure definitions. This reference documents the schema organization, structure, and usage patterns.","breadcrumbs":"Schemas Reference » Schemas Reference","id":"527","title":"Schemas Reference"},"528":{"body":"Schemas are organized in provisioning/schemas/: provisioning/schemas/\\n├── main.ncl # Root schema entry point\\n├── lib/\\n│ ├── contracts.ncl # Type contracts and validators\\n│ ├── functions.ncl # Helper functions\\n│ └── types.ncl # Common type definitions\\n├── config/\\n│ ├── providers.ncl # Provider configuration schemas\\n│ ├── settings.ncl # Platform settings schemas\\n│ └── workspace.ncl # Workspace configuration schemas\\n├── infrastructure/\\n│ ├── servers.ncl # Server resource schemas\\n│ ├── networks.ncl # Network resource schemas\\n│ └── storage.ncl # Storage resource schemas\\n├── operations/\\n│ ├── deployment.ncl # Deployment workflow schemas\\n│ └── lifecycle.ncl # Resource lifecycle schemas\\n├── services/\\n│ ├── kubernetes.ncl # Kubernetes schemas\\n│ └── databases.ncl # Database schemas\\n└── integrations/ ├── cloud_providers.ncl # Cloud provider integrations └── external_services.ncl # External service integrations","breadcrumbs":"Schemas Reference » Schema Organization","id":"528","title":"Schema Organization"},"529":{"body":"","breadcrumbs":"Schemas Reference » Core Contracts","id":"529","title":"Core Contracts"},"53":{"body":"# Check CLI is accessible\\nprovisioning version # Show environment configuration\\nprovisioning env # Display help\\nprovisioning help Expected output: Provisioning Platform\\nCLI Version: (current version)\\nNushell: 0.109.1+\\nNickel: 1.15.1+","breadcrumbs":"Installation » Step 3: Verify Installation","id":"53","title":"Step 3: Verify Installation"},"530":{"body":"let Server = { name | doc \\"Server identifier (must be unique)\\" | String, plan | doc \\"Server size (small, medium, large, xlarge)\\" | | [ \'small, \'medium, \'large, \'xlarge | ], provider | doc \\"Cloud provider (upcloud, aws, local)\\" | | [ \'upcloud, \'aws, \'local | ], zone | doc \\"Availability zone\\" | String | optional, ip_address | doc \\"Public IP address\\" | String | optional, storage | doc \\"Storage configuration\\" | Array StorageConfig | default = [], metadata | doc \\"Custom metadata tags\\" | {_ : String} | default = {},\\n}","breadcrumbs":"Schemas Reference » Server Contract","id":"530","title":"Server Contract"},"531":{"body":"let Network = { name | doc \\"Network identifier\\" | String, cidr | doc \\"CIDR block (e.g., 10.0.0.0/16)\\" | String | std.string.is_match_regex \\"^([0-9]{1,3}\\\\\\\\.){3}[0-9]{1,3}/[0-9]{1,2}$\\", subnets | doc \\"Subnet definitions\\" | Array Subnet, routing | doc \\"Routing configuration\\" | RoutingConfig | optional,\\n}","breadcrumbs":"Schemas Reference » Network Contract","id":"531","title":"Network Contract"},"532":{"body":"let StorageConfig = { size_gb | doc \\"Storage size in GB\\" | Number | std.number.greater 0, type | doc \\"Storage type\\" | | [ \'ssd, \'hdd, \'nvme | ], mount_point | doc \\"Mount path\\" | String | optional, encrypted | doc \\"Enable encryption\\" | Bool | default = false,\\n}","breadcrumbs":"Schemas Reference » Storage Contract","id":"532","title":"Storage Contract"},"533":{"body":"Workspace configuration schema: let WorkspaceConfig = { name | doc \\"Workspace identifier\\" | String, environment | doc \\"Environment type\\" | | [ \'development, \'staging, \'production | ], providers | doc \\"Enabled providers\\" | Array | [ \'upcloud, \'aws, \'local | ] | default = [\'local], infrastructure | doc \\"Infrastructure definitions\\" | { servers | Array Server | default = [], networks | Array Network | default = [], storage | Array StorageConfig | default = [], }, settings | doc \\"Workspace-specific settings\\" | {_ : _} | default = {},\\n}","breadcrumbs":"Schemas Reference » Workspace Schema","id":"533","title":"Workspace Schema"},"534":{"body":"","breadcrumbs":"Schemas Reference » Provider Schemas","id":"534","title":"Provider Schemas"},"535":{"body":"let UpCloudConfig = { username | doc \\"UpCloud username\\" | String, password | doc \\"UpCloud password (encrypted)\\" | String, default_zone | doc \\"Default zone\\" | | [ \'fi-hel1, \'fi-hel2, \'de-fra1, \'uk-lon1, \'us-chi1, \'us-sjo1 | ] | default = \'fi-hel1, timeout_seconds | doc \\"API timeout\\" | Number | default = 300,\\n}","breadcrumbs":"Schemas Reference » UpCloud Provider","id":"535","title":"UpCloud Provider"},"536":{"body":"let AWSConfig = { access_key_id | doc \\"AWS access key\\" | String, secret_access_key | doc \\"AWS secret key (encrypted)\\" | String, default_region | doc \\"Default AWS region\\" | String | default = \\"eu-west-1\\", assume_role_arn | doc \\"IAM role ARN\\" | String | optional,\\n}","breadcrumbs":"Schemas Reference » AWS Provider","id":"536","title":"AWS Provider"},"537":{"body":"","breadcrumbs":"Schemas Reference » Service Schemas","id":"537","title":"Service Schemas"},"538":{"body":"let KubernetesCluster = { name | doc \\"Cluster name\\" | String, version | doc \\"Kubernetes version\\" | String | std.string.is_match_regex \\"^v[0-9]+\\\\\\\\.[0-9]+\\\\\\\\.[0-9]+$\\", control_plane | doc \\"Control plane configuration\\" | { nodes | Number | std.number.greater 0, plan | | [ \'small, \'medium, \'large | ], }, workers | doc \\"Worker node pools\\" | Array NodePool, networking | doc \\"Network configuration\\" | { pod_cidr | String, service_cidr | String, cni | | [ \'calico, \'cilium, \'flannel | ] | default = \'cilium, }, addons | doc \\"Cluster addons\\" | Array | [ \'metrics-server, \'ingress-nginx, \'cert-manager | ] | default = [],\\n}","breadcrumbs":"Schemas Reference » Kubernetes Schema","id":"538","title":"Kubernetes Schema"},"539":{"body":"Custom validation functions in lib/contracts.ncl: let is_valid_hostname = fun name => std.string.is_match_regex \\"^[a-z0-9]([-a-z0-9]*[a-z0-9])?$\\" name\\nin let is_valid_port = fun port => std.number.is_integer port && port >= 1 && port <= 65535\\nin let is_valid_email = fun email => std.string.is_match_regex \\"^[a-zA-Z0-9._%+-]+@[a-zA-Z0-9.-]+\\\\\\\\.[a-zA-Z]{2,}$\\" email\\nin","breadcrumbs":"Schemas Reference » Validation Functions","id":"539","title":"Validation Functions"},"54":{"body":"Generate default configuration files: # Create user configuration directory\\nmkdir -p ~/.config/provisioning # Initialize default user configuration (optional)\\nprovisioning config init This creates ~/.config/provisioning/user_config.yaml with sensible defaults.","breadcrumbs":"Installation » Step 4: Initialize Configuration","id":"54","title":"Step 4: Initialize Configuration"},"540":{"body":"Schemas support composition through record merging: let base_server = { plan = \'medium, provider = \'upcloud, storage = [],\\n} let production_server = base_server & { plan = \'large, storage = [{size_gb = 100, type = \'ssd}],\\n}","breadcrumbs":"Schemas Reference » Merging and Composition","id":"540","title":"Merging and Composition"},"541":{"body":"Type checking is enforced at load time: # Typecheck schema\\nnickel typecheck provisioning/schemas/main.ncl # Export with validation\\nnickel export --format json workspace/infra/servers.ncl Invalid configurations are rejected before deployment.","breadcrumbs":"Schemas Reference » Contract Enforcement","id":"541","title":"Contract Enforcement"},"542":{"body":"Define contracts first - Start with type contracts before implementation Use enums for choices - Leverage | [ \'option1, \'option2 | ] for fixed sets Document everything - Use |doc \\"description\\" annotations Validate early - Run nickel typecheck before deployment Compose, don\'t duplicate - Use record merging for common patterns Version schemas - Track schema changes alongside infrastructure Test contracts - Validate edge cases and constraints","breadcrumbs":"Schemas Reference » Best Practices","id":"542","title":"Best Practices"},"543":{"body":"Nickel Guide - Nickel language reference Configuration System - Configuration hierarchy Providers - Provider-specific schemas","breadcrumbs":"Schemas Reference » References","id":"543","title":"References"},"544":{"body":"Providers are abstraction layers for interacting with cloud platforms and local infrastructure. Provisioning supports multiple providers through a unified interface.","breadcrumbs":"Providers » Providers","id":"544","title":"Providers"},"545":{"body":"","breadcrumbs":"Providers » Available Providers","id":"545","title":"Available Providers"},"546":{"body":"Production-ready cloud provider for European infrastructure. Configuration : { providers.upcloud = { username = \\"your-username\\", password = std.secret \\"UPCLOUD_PASSWORD\\", default_zone = \'fi-hel1, timeout_seconds = 300, }\\n} Supported zones : fi-hel1, fi-hel2 - Helsinki, Finland de-fra1 - Frankfurt, Germany uk-lon1 - London, UK us-chi1 - Chicago, USA us-sjo1 - San Jose, USA Resources : Servers, networks, storage, firewalls, load balancers","breadcrumbs":"Providers » UpCloud Provider","id":"546","title":"UpCloud Provider"},"547":{"body":"Amazon Web Services integration for global cloud infrastructure. Configuration : { providers.aws = { access_key_id = std.secret \\"AWS_ACCESS_KEY_ID\\", secret_access_key = std.secret \\"AWS_SECRET_ACCESS_KEY\\", default_region = \\"eu-west-1\\", }\\n} Resources : EC2, VPCs, EBS, security groups, RDS, S3","breadcrumbs":"Providers » AWS Provider","id":"547","title":"AWS Provider"},"548":{"body":"Local infrastructure for development and testing. Configuration : { providers.local = { backend = \'libvirt, # or \'docker, \'podman storage_pool = \\"/var/lib/libvirt/images\\", }\\n} Backends : libvirt (KVM/QEMU), docker, podman","breadcrumbs":"Providers » Local Provider","id":"548","title":"Local Provider"},"549":{"body":"Deploy infrastructure across multiple providers: { servers = [ {name = \\"web-frontend\\", provider = \'upcloud, zone = \\"fi-hel1\\", plan = \'medium}, {name = \\"api-backend\\", provider = \'aws, zone = \\"eu-west-1a\\", plan = \'t3.large}, ]\\n}","breadcrumbs":"Providers » Multi-Cloud Deployments","id":"549","title":"Multi-Cloud Deployments"},"55":{"body":"Configure credentials for at least one cloud provider. UpCloud : # ~/.config/provisioning/user_config.yaml\\nproviders: upcloud: username: \\"your-username\\" password: \\"your-password\\" # Use SOPS for encryption in production default_zone: \\"de-fra1\\" AWS : # ~/.config/provisioning/user_config.yaml\\nproviders: aws: access_key_id: \\"AKIA...\\" secret_access_key: \\"...\\" # Use SOPS for encryption in production default_region: \\"us-east-1\\" Local Provider (no credentials required): # ~/.config/provisioning/user_config.yaml\\nproviders: local: container_runtime: \\"docker\\" # or \\"podman\\"","breadcrumbs":"Installation » Step 5: Configure Cloud Provider Credentials","id":"55","title":"Step 5: Configure Cloud Provider Credentials"},"550":{"body":"Abstract resource definitions work across providers: let server_config = fun name provider => { name = name, provider = provider, plan = \'medium, # Automatically translated per provider storage = [{size_gb = 50, type = \'ssd}],\\n} Plan translation: Abstract UpCloud AWS Local small 1xCPU-1GB t3.micro 1 vCPU medium 2xCPU-4GB t3.medium 2 vCPU large 4xCPU-8GB t3.large 4 vCPU xlarge 8xCPU-16GB t3.xlarge 8 vCPU","breadcrumbs":"Providers » Provider Abstraction","id":"550","title":"Provider Abstraction"},"551":{"body":"Use abstract plans - Avoid provider-specific instance types Encrypt credentials - Always use encrypted secrets for API keys Test locally first - Validate configurations with local provider Document provider choices - Comment why specific providers are used Monitor costs - Track cloud provider spending","breadcrumbs":"Providers » Best Practices","id":"551","title":"Best Practices"},"552":{"body":"Configuration System - Provider configuration Schemas Reference - Provider schemas Batch Workflows - Multi-cloud orchestration","breadcrumbs":"Providers » References","id":"552","title":"References"},"553":{"body":"Task services are installable infrastructure components that provide specific functionality. Provisioning includes 30+ task services for databases, orchestration, monitoring, and more.","breadcrumbs":"Task Services » Task Services","id":"553","title":"Task Services"},"554":{"body":"","breadcrumbs":"Task Services » Categories","id":"554","title":"Categories"},"555":{"body":"kubernetes - Complete Kubernetes cluster deployment Control plane setup Worker node pools CNI configuration (Calico, Cilium, Flannel) Addon management (metrics-server, ingress-nginx, cert-manager) containerd - Container runtime configuration Systemd integration Storage driver configuration Runtime class support docker - Docker engine installation Docker Compose integration Registry configuration","breadcrumbs":"Task Services » Kubernetes & Container Orchestration","id":"555","title":"Kubernetes & Container Orchestration"},"556":{"body":"postgresql - PostgreSQL database server Replication setup Backup automation Performance tuning mysql - MySQL/MariaDB deployment Cluster configuration Backup strategies mongodb - MongoDB database Replica sets Sharding configuration redis - Redis in-memory store Persistence configuration Cluster mode","breadcrumbs":"Task Services » Databases","id":"556","title":"Databases"},"557":{"body":"rook-ceph - Cloud-native storage orchestrator Block storage (RBD) Object storage (S3-compatible) Shared filesystem (CephFS) minio - S3-compatible object storage Distributed mode Versioning and lifecycle policies","breadcrumbs":"Task Services » Storage","id":"557","title":"Storage"},"558":{"body":"prometheus - Metrics collection and alerting Service discovery Alerting rules Long-term storage grafana - Metrics visualization Dashboard provisioning Data source configuration loki - Log aggregation system Log collection Query language","breadcrumbs":"Task Services » Monitoring & Observability","id":"558","title":"Monitoring & Observability"},"559":{"body":"cilium - eBPF-based networking and security Network policies Load balancing Service mesh capabilities calico - Network policy engine BGP networking IP-in-IP tunneling nginx - Web server and reverse proxy Load balancing TLS termination","breadcrumbs":"Task Services » Networking","id":"559","title":"Networking"},"56":{"body":"Use SOPS to encrypt sensitive configuration: # Generate Age encryption key\\nage-keygen -o ~/.config/provisioning/age-key.txt # Extract public key\\nexport AGE_PUBLIC_KEY=$(grep \\"public key:\\" ~/.config/provisioning/age-key.txt | cut -d: -f2 | tr -d \' \') # Create .sops.yaml configuration\\ncat > ~/.config/provisioning/.sops.yaml <<EOF\\ncreation_rules: - path_regex: .*user_config\\\\.yaml$ age: $AGE_PUBLIC_KEY\\nEOF # Encrypt configuration file\\nsops -e -i ~/.config/provisioning/user_config.yaml Decrypting (automatic with SOPS): # Set Age key path\\nexport SOPS_AGE_KEY_FILE=~/.config/provisioning/age-key.txt # SOPS will automatically decrypt when accessed\\nprovisioning config show","breadcrumbs":"Installation » Step 6: Encrypt Secrets (Recommended)","id":"56","title":"Step 6: Encrypt Secrets (Recommended)"},"560":{"body":"vault - Secrets management (HashiCorp Vault) Secret storage Dynamic secrets Encryption as a service cert-manager - TLS certificate automation Let\'s Encrypt integration Certificate renewal","breadcrumbs":"Task Services » Security","id":"560","title":"Security"},"561":{"body":"Task services are defined in provisioning/extensions/taskservs/: taskservs/\\n└── kubernetes/ ├── service.ncl # Service schema ├── install.nu # Installation script ├── configure.nu # Configuration script ├── health-check.nu # Health validation └── README.md","breadcrumbs":"Task Services » Task Service Definition","id":"561","title":"Task Service Definition"},"562":{"body":"","breadcrumbs":"Task Services » Using Task Services","id":"562","title":"Using Task Services"},"563":{"body":"{ task_services = [ { name = \\"kubernetes\\", version = \\"v1.28.0\\", config = { control_plane = {nodes = 3, plan = \'medium}, workers = [{name = \\"pool-1\\", nodes = 3, plan = \'large}], networking = {cni = \'cilium}, } }, { name = \\"prometheus\\", version = \\"latest\\", config = {retention = \\"30d\\", storage_size_gb = 100} } ]\\n}","breadcrumbs":"Task Services » Installation","id":"563","title":"Installation"},"564":{"body":"# List available task services\\nprovisioning taskserv list # Show task service details\\nprovisioning taskserv show kubernetes # Install task service\\nprovisioning taskserv install kubernetes # Check task service health\\nprovisioning taskserv health kubernetes # Uninstall task service\\nprovisioning taskserv uninstall kubernetes","breadcrumbs":"Task Services » CLI Commands","id":"564","title":"CLI Commands"},"565":{"body":"Create custom task services: provisioning/extensions/taskservs/my-service/\\n├── service.ncl # Service definition\\n├── install.nu # Installation logic\\n├── configure.nu # Configuration logic\\n├── health-check.nu # Health checks\\n└── README.md service.ncl schema: { name = \\"my-service\\", version = \\"1.0.0\\", description = \\"Custom service description\\", dependencies = [\\"kubernetes\\"], # Optional dependencies config_schema = { port | Number | default = 8080, replicas | Number | default = 3, }\\n} install.nu implementation: export def \\"taskserv install\\" [config: record] { # Installation logic print $\\"Installing ($config.name)...\\" # Deploy resources kubectl apply -f deployment.yaml {status: \\"installed\\"}\\n}","breadcrumbs":"Task Services » Custom Task Services","id":"565","title":"Custom Task Services"},"566":{"body":"Validation - Check dependencies and configuration Installation - Execute install script Configuration - Apply service configuration Health Check - Verify service is running Ready - Service available for use","breadcrumbs":"Task Services » Task Service Lifecycle","id":"566","title":"Task Service Lifecycle"},"567":{"body":"Task services can declare dependencies: { name = \\"grafana\\", dependencies = [\\"prometheus\\"], # Installed first\\n} Provisioning automatically resolves dependency order.","breadcrumbs":"Task Services » Dependencies","id":"567","title":"Dependencies"},"568":{"body":"Each task service provides health validation: export def \\"taskserv health\\" [] { let pods = (kubectl get pods -l app=my-service -o json | from json) if ($pods.items | all | { | p $p.status.phase == \\"Running\\"}) { {status: \\"healthy\\"} } else { {status: \\"unhealthy\\", reason: \\"pods not running\\"} }\\n}","breadcrumbs":"Task Services » Health Checks","id":"568","title":"Health Checks"},"569":{"body":"Define schemas - Use Nickel schemas for task service configuration Declare dependencies - Explicit dependency declaration Idempotent installs - Installation should be repeatable Health checks - Implement comprehensive health validation Version pinning - Specify exact versions for reproducibility Document configuration - Provide clear configuration examples","breadcrumbs":"Task Services » Best Practices","id":"569","title":"Best Practices"},"57":{"body":"# Validate all configuration files\\nprovisioning validate config # Check provider connectivity\\nprovisioning providers # Show complete environment\\nprovisioning allenv","breadcrumbs":"Installation » Step 7: Validate Configuration","id":"57","title":"Step 7: Validate Configuration"},"570":{"body":"Clusters - Cluster orchestration Batch Workflows - Multi-service deployments Providers - Infrastructure providers","breadcrumbs":"Task Services » References","id":"570","title":"References"},"571":{"body":"Clusters are coordinated groups of services deployed together. Provisioning provides cluster definitions for common deployment patterns.","breadcrumbs":"Clusters » Clusters","id":"571","title":"Clusters"},"572":{"body":"","breadcrumbs":"Clusters » Available Clusters","id":"572","title":"Available Clusters"},"573":{"body":"Production-ready web application deployment with load balancing, TLS, and monitoring. Components : Nginx load balancer Application servers (configurable count) PostgreSQL database Redis cache Prometheus monitoring Let\'s Encrypt TLS certificates Configuration : { clusters = [{ name = \\"web-production\\", type = \'web, config = { app_servers = 3, load_balancer = { public_ip = true, tls_enabled = true, domain = \\"example.com\\" }, database = { size = \'medium, replicas = 2, backup_enabled = true }, cache = { size = \'small, persistence = true } } }]\\n}","breadcrumbs":"Clusters » Web Cluster","id":"573","title":"Web Cluster"},"574":{"body":"Private container registry with S3-compatible storage and authentication. Components : Harbor registry MinIO object storage PostgreSQL database Redis cache TLS termination Configuration : { clusters = [{ name = \\"registry-private\\", type = \'oci_registry, config = { domain = \\"registry.example.com\\", storage = { backend = \'minio, size_gb = 500, replicas = 3 }, authentication = { method = \'ldap, # or \'database, \'oidc admin_password = std.secret \\"REGISTRY_ADMIN_PASSWORD\\" } } }]\\n}","breadcrumbs":"Clusters » OCI Registry Cluster","id":"574","title":"OCI Registry Cluster"},"575":{"body":"Multi-node Kubernetes cluster with networking, storage, and monitoring. Components : Control plane nodes Worker node pools Cilium CNI Rook-Ceph storage Metrics server Ingress controller Configuration : { clusters = [{ name = \\"k8s-production\\", type = \'kubernetes, config = { control_plane = { nodes = 3, plan = \'medium, high_availability = true }, node_pools = [ { name = \\"general\\", nodes = 5, plan = \'large, labels = {workload = \\"general\\"} }, { name = \\"gpu\\", nodes = 2, plan = \'xlarge, labels = {workload = \\"ml\\"} } ], networking = { cni = \'cilium, pod_cidr = \\"10.42.0.0/16\\", service_cidr = \\"10.43.0.0/16\\" }, storage = { provider = \'rook-ceph, default_storage_class = \\"ceph-block\\" } } }]\\n}","breadcrumbs":"Clusters » Kubernetes Cluster","id":"575","title":"Kubernetes Cluster"},"576":{"body":"","breadcrumbs":"Clusters » Cluster Deployment","id":"576","title":"Cluster Deployment"},"577":{"body":"# List available cluster types\\nprovisioning cluster types # Show cluster configuration template\\nprovisioning cluster template web # Deploy cluster\\nprovisioning cluster deploy web-production # Check cluster health\\nprovisioning cluster health web-production # Scale cluster\\nprovisioning cluster scale web-production --app-servers 5 # Destroy cluster\\nprovisioning cluster destroy web-production","breadcrumbs":"Clusters » CLI Commands","id":"577","title":"CLI Commands"},"578":{"body":"Validation - Validate cluster configuration Infrastructure - Provision servers, networks, storage Services - Install and configure task services Integration - Connect services together Health Check - Verify cluster health Ready - Cluster operational","breadcrumbs":"Clusters » Deployment Lifecycle","id":"578","title":"Deployment Lifecycle"},"579":{"body":"Clusters use dependency graphs for orchestration: Web Cluster Dependency Graph: servers ──┐ ├──> database ──┐\\nnetworks ─┘ ├──> app_servers ──> load_balancer │ ├──> cache ──────────┘ │ └──> monitoring Services are deployed in dependency order with parallel execution where possible.","breadcrumbs":"Clusters » Cluster Orchestration","id":"579","title":"Cluster Orchestration"},"58":{"body":"Platform services provide additional capabilities like orchestration and web UI.","breadcrumbs":"Installation » Optional: Install Platform Services","id":"58","title":"Optional: Install Platform Services"},"580":{"body":"Create custom cluster types: provisioning/extensions/clusters/\\n└── my-cluster/ ├── cluster.ncl # Cluster definition ├── deploy.nu # Deployment script ├── health-check.nu # Health validation └── README.md cluster.ncl schema: { name = \\"my-cluster\\", version = \\"1.0.0\\", description = \\"Custom cluster type\\", components = { servers = [{name = \\"app\\", count = 3, plan = \'medium}], services = [\\"nginx\\", \\"postgresql\\", \\"redis\\"], }, config_schema = { domain | String, replicas | Number | default = 3, }\\n}","breadcrumbs":"Clusters » Custom Cluster Definitions","id":"580","title":"Custom Cluster Definitions"},"581":{"body":"","breadcrumbs":"Clusters » Cluster Management","id":"581","title":"Cluster Management"},"582":{"body":"Scale cluster components: # Scale application servers\\nprovisioning cluster scale web-production --component app_servers --count 5 # Scale database replicas\\nprovisioning cluster scale web-production --component database --replicas 3","breadcrumbs":"Clusters » Scaling","id":"582","title":"Scaling"},"583":{"body":"Rolling updates without downtime: # Update application version\\nprovisioning cluster update web-production --app-version 2.0.0 # Update infrastructure (e.g., server plans)\\nprovisioning cluster update web-production --plan large","breadcrumbs":"Clusters » Updates","id":"583","title":"Updates"},"584":{"body":"# Create cluster backup\\nprovisioning cluster backup web-production # Restore from backup\\nprovisioning cluster restore web-production --backup 2024-01-15-snapshot # List backups\\nprovisioning cluster backups web-production","breadcrumbs":"Clusters » Backup and Recovery","id":"584","title":"Backup and Recovery"},"585":{"body":"Cluster health monitoring: # Overall cluster health\\nprovisioning cluster health web-production # Component health\\nprovisioning cluster health web-production --component database # Metrics\\nprovisioning cluster metrics web-production Health checks validate: All services running Network connectivity Storage availability Resource utilization","breadcrumbs":"Clusters » Monitoring","id":"585","title":"Monitoring"},"586":{"body":"Use predefined clusters - Leverage built-in cluster types Define dependencies - Explicit service dependencies Implement health checks - Comprehensive validation Plan for scaling - Design clusters for horizontal scaling Automate backups - Regular backup schedules Monitor resources - Track resource utilization Test disaster recovery - Validate backup/restore procedures","breadcrumbs":"Clusters » Best Practices","id":"586","title":"Best Practices"},"587":{"body":"Task Services - Service catalog Batch Workflows - Multi-cluster orchestration Providers - Infrastructure providers","breadcrumbs":"Clusters » References","id":"587","title":"References"},"588":{"body":"Batch workflows orchestrate complex multi-step operations across multiple clouds and services with dependency resolution, parallel execution, and checkpoint recovery.","breadcrumbs":"Batch Workflows » Batch Workflows","id":"588","title":"Batch Workflows"},"589":{"body":"Batch workflows enable: Multi-cloud infrastructure orchestration Complex deployment pipelines Dependency-driven execution Parallel task execution Checkpoint and recovery Rollback on failures","breadcrumbs":"Batch Workflows » Overview","id":"589","title":"Overview"},"59":{"body":"# Build orchestrator\\ncd provisioning/platform/orchestrator\\ncargo build --release # Start orchestrator\\n./target/release/orchestrator --port 5000","breadcrumbs":"Installation » Orchestrator Service (Rust)","id":"59","title":"Orchestrator Service (Rust)"},"590":{"body":"Workflows are defined in Nickel: { workflows = [{ name = \\"multi-cloud-deployment\\", description = \\"Deploy application across UpCloud and AWS\\", steps = [ { name = \\"provision-upcloud\\", type = \'provision, provider = \'upcloud, resources = { servers = [{name = \\"web-eu\\", plan = \'medium, zone = \\"fi-hel1\\"}] } }, { name = \\"provision-aws\\", type = \'provision, provider = \'aws, resources = { servers = [{name = \\"web-us\\", plan = \'t3.medium, zone = \\"us-east-1a\\"}] } }, { name = \\"deploy-application\\", type = \'task, depends_on = [\\"provision-upcloud\\", \\"provision-aws\\"], tasks = [\\"install-kubernetes\\", \\"deploy-app\\"] }, { name = \\"configure-dns\\", type = \'configure, depends_on = [\\"deploy-application\\"], config = { records = [ {name = \\"eu.example.com\\", target = \\"web-eu\\"}, {name = \\"us.example.com\\", target = \\"web-us\\"} ] } } ], rollback_on_failure = true, checkpoint_enabled = true }]\\n}","breadcrumbs":"Batch Workflows » Workflow Definition","id":"590","title":"Workflow Definition"},"591":{"body":"Workflows automatically resolve dependencies: Execution Graph: provision-upcloud ──┐ ├──> deploy-application ──> configure-dns\\nprovision-aws ──────┘ Steps provision-upcloud and provision-aws run in parallel. deploy-application waits for both to complete.","breadcrumbs":"Batch Workflows » Dependency Resolution","id":"591","title":"Dependency Resolution"},"592":{"body":"","breadcrumbs":"Batch Workflows » Step Types","id":"592","title":"Step Types"},"593":{"body":"Create infrastructure resources: { name = \\"create-servers\\", type = \'provision, provider = \'upcloud, resources = { servers = [...], networks = [...], storage = [...] }\\n}","breadcrumbs":"Batch Workflows » Provision Steps","id":"593","title":"Provision Steps"},"594":{"body":"Execute task services: { name = \\"install-k8s\\", type = \'task, tasks = [\\"kubernetes\\", \\"helm\\", \\"monitoring\\"]\\n}","breadcrumbs":"Batch Workflows » Task Steps","id":"594","title":"Task Steps"},"595":{"body":"Apply configuration changes: { name = \\"setup-networking\\", type = \'configure, config = { firewalls = [...], routes = [...], dns = [...] }\\n}","breadcrumbs":"Batch Workflows » Configure Steps","id":"595","title":"Configure Steps"},"596":{"body":"Verify conditions before proceeding: { name = \\"health-check\\", type = \'validate, checks = [ {type = \'http, url = \\" [https://app.example.com\\",](https://app.example.com\\",) expected_status = 200}, {type = \'command, command = \\"kubectl get nodes\\", expected_output = \\"Ready\\"} ]\\n}","breadcrumbs":"Batch Workflows » Validate Steps","id":"596","title":"Validate Steps"},"597":{"body":"","breadcrumbs":"Batch Workflows » Execution Control","id":"597","title":"Execution Control"},"598":{"body":"Steps without dependencies run in parallel: steps = [ {name = \\"provision-eu\\", ...}, # Runs in parallel {name = \\"provision-us\\", ...}, # Runs in parallel {name = \\"provision-asia\\", ...} # Runs in parallel\\n] Configure parallelism: { max_parallel_tasks = 4, # Max concurrent steps timeout_seconds = 3600 # Step timeout\\n}","breadcrumbs":"Batch Workflows » Parallel Execution","id":"598","title":"Parallel Execution"},"599":{"body":"Execute steps based on conditions: { name = \\"scale-up\\", type = \'task, condition = { type = \'expression, expression = \\"cpu_usage > 80\\" }\\n}","breadcrumbs":"Batch Workflows » Conditional Execution","id":"599","title":"Conditional Execution"},"6":{"body":"Provisioning uses workspaces as the default organizational unit. A workspace contains: Infrastructure definitions (Nickel schemas) Environment-specific settings Custom extensions and providers Deployment state and metadata All operations work within workspace context, providing isolation and consistency.","breadcrumbs":"Introduction » Workspace-First Approach","id":"6","title":"Workspace-First Approach"},"60":{"body":"# Build control center\\ncd provisioning/platform/control-center\\ncargo build --release # Start control center\\n./target/release/control-center --port 8080","breadcrumbs":"Installation » Control Center (Web UI)","id":"60","title":"Control Center (Web UI)"},"600":{"body":"Automatically retry failed steps: { name = \\"deploy-app\\", type = \'task, retry = { max_attempts = 3, backoff = \'exponential, # or \'linear, \'constant initial_delay_seconds = 10 }\\n}","breadcrumbs":"Batch Workflows » Retry Logic","id":"600","title":"Retry Logic"},"601":{"body":"","breadcrumbs":"Batch Workflows » Checkpoint and Recovery","id":"601","title":"Checkpoint and Recovery"},"602":{"body":"Workflows automatically checkpoint state: # Enable checkpointing\\nprovisioning workflow run multi-cloud --checkpoint # Checkpoint saved at each step completion","breadcrumbs":"Batch Workflows » Checkpointing","id":"602","title":"Checkpointing"},"603":{"body":"Resume from last successful checkpoint: # Workflow failed at step 3\\n# Resume from checkpoint\\nprovisioning workflow resume multi-cloud --from-checkpoint latest # Resume from specific checkpoint\\nprovisioning workflow resume multi-cloud --checkpoint-id abc123","breadcrumbs":"Batch Workflows » Recovery","id":"603","title":"Recovery"},"604":{"body":"","breadcrumbs":"Batch Workflows » Rollback","id":"604","title":"Rollback"},"605":{"body":"Rollback on failure: { rollback_on_failure = true, rollback_steps = [ {name = \\"destroy-resources\\", type = \'destroy}, {name = \\"restore-config\\", type = \'restore} ]\\n}","breadcrumbs":"Batch Workflows » Automatic Rollback","id":"605","title":"Automatic Rollback"},"606":{"body":"# Rollback to previous state\\nprovisioning workflow rollback multi-cloud # Rollback to specific checkpoint\\nprovisioning workflow rollback multi-cloud --checkpoint-id abc123","breadcrumbs":"Batch Workflows » Manual Rollback","id":"606","title":"Manual Rollback"},"607":{"body":"","breadcrumbs":"Batch Workflows » Workflow Management","id":"607","title":"Workflow Management"},"608":{"body":"# List workflows\\nprovisioning workflow list # Show workflow details\\nprovisioning workflow show multi-cloud # Run workflow\\nprovisioning workflow run multi-cloud # Check workflow status\\nprovisioning workflow status multi-cloud # View workflow logs\\nprovisioning workflow logs multi-cloud # Cancel running workflow\\nprovisioning workflow cancel multi-cloud","breadcrumbs":"Batch Workflows » CLI Commands","id":"608","title":"CLI Commands"},"609":{"body":"Workflows track execution state: pending - Not yet started running - Currently executing completed - Successfully finished failed - Execution failed rolling_back - Performing rollback cancelled - Manually cancelled","breadcrumbs":"Batch Workflows » Workflow State","id":"609","title":"Workflow State"},"61":{"body":"Install Nushell plugins for 10-50x performance improvements: # Build and register plugins\\ncd provisioning/core/plugins # Auth plugin\\ncargo build --release --package nu_plugin_auth\\nnu -c \\"register target/release/nu_plugin_auth\\" # KMS plugin\\ncargo build --release --package nu_plugin_kms\\nnu -c \\"register target/release/nu_plugin_kms\\" # Orchestrator plugin\\ncargo build --release --package nu_plugin_orchestrator\\nnu -c \\"register target/release/nu_plugin_orchestrator\\" # Verify plugins are registered\\nnu -c \\"plugin list\\"","breadcrumbs":"Installation » Native Plugins (Performance)","id":"61","title":"Native Plugins (Performance)"},"610":{"body":"","breadcrumbs":"Batch Workflows » Advanced Features","id":"610","title":"Advanced Features"},"611":{"body":"Generate workflows programmatically: let regions = [\\"fi-hel1\\", \\"de-fra1\\", \\"uk-lon1\\"] in\\n{ steps = std.array.map (fun region => { name = \\"provision-\\" ++ region, type = \'provision, resources = {servers = [{zone = region, ...}]} }) regions\\n}","breadcrumbs":"Batch Workflows » Dynamic Workflows","id":"611","title":"Dynamic Workflows"},"612":{"body":"Reusable workflow templates: let DeploymentTemplate = fun app_name regions => { name = \\"deploy-\\" ++ app_name, steps = std.array.map (fun region => { name = \\"deploy-\\" ++ region, type = \'task, tasks = [\\"deploy-app\\"], config = {app_name = app_name, region = region} }) regions\\n} # Use template\\n{ workflows = [ DeploymentTemplate \\"frontend\\" [\\"eu\\", \\"us\\"], DeploymentTemplate \\"backend\\" [\\"eu\\", \\"us\\", \\"asia\\"] ]\\n}","breadcrumbs":"Batch Workflows » Workflow Templates","id":"612","title":"Workflow Templates"},"613":{"body":"Send notifications on workflow events: { notifications = { on_success = { type = \'slack, webhook_url = std.secret \\"SLACK_WEBHOOK\\", message = \\"Deployment completed successfully\\" }, on_failure = { type = \'email, to = [\\"[ops@example.com](mailto:ops@example.com)\\"], subject = \\"Workflow failed\\" } }\\n}","breadcrumbs":"Batch Workflows » Notifications","id":"613","title":"Notifications"},"614":{"body":"Define dependencies explicitly - Clear dependency graph Enable checkpointing - Critical for long-running workflows Implement rollback - Always have rollback strategy Use validation steps - Verify state before proceeding Configure retries - Handle transient failures Monitor execution - Track workflow progress Test workflows - Validate with dry-run mode","breadcrumbs":"Batch Workflows » Best Practices","id":"614","title":"Best Practices"},"615":{"body":"","breadcrumbs":"Batch Workflows » Troubleshooting","id":"615","title":"Troubleshooting"},"616":{"body":"# Check workflow status\\nprovisioning workflow status <workflow> --verbose # View logs\\nprovisioning workflow logs <workflow> --tail 100 # Cancel and restart\\nprovisioning workflow cancel <workflow>\\nprovisioning workflow run <workflow>","breadcrumbs":"Batch Workflows » Workflow Stuck","id":"616","title":"Workflow Stuck"},"617":{"body":"# View failed step details\\nprovisioning workflow show <workflow> --step <step-name> # Retry failed step\\nprovisioning workflow retry <workflow> --step <step-name> # Skip failed step\\nprovisioning workflow skip <workflow> --step <step-name>","breadcrumbs":"Batch Workflows » Step Failures","id":"617","title":"Step Failures"},"618":{"body":"Task Services - Available tasks Clusters - Cluster orchestration Providers - Multi-cloud provisioning","breadcrumbs":"Batch Workflows » References","id":"618","title":"References"},"619":{"body":"Nickel-based version management for infrastructure components, providers, and task services ensures consistent, reproducible deployments.","breadcrumbs":"Version Management » Version Management","id":"619","title":"Version Management"},"62":{"body":"Create your first workspace for managing infrastructure: # Initialize new workspace\\nprovisioning workspace init my-project\\ncd my-project # Verify workspace structure\\nls -la Expected workspace structure: my-project/\\n├── infra/ # Infrastructure Nickel schemas\\n├── config/ # Workspace configuration\\n├── extensions/ # Custom extensions\\n└── runtime/ # Runtime data and state","breadcrumbs":"Installation » Workspace Initialization","id":"62","title":"Workspace Initialization"},"620":{"body":"Version management in Provisioning: Nickel schemas define version constraints Semantic versioning (semver) support Version locking for reproducibility Compatibility validation Update strategies","breadcrumbs":"Version Management » Overview","id":"620","title":"Overview"},"621":{"body":"Define version requirements in Nickel: { task_services = [ { name = \\"kubernetes\\", version = \\">=1.28.0, <1.30.0\\", # Range constraint }, { name = \\"prometheus\\", version = \\"~2.45.0\\", # Patch versions allowed }, { name = \\"grafana\\", version = \\"^10.0.0\\", # Minor versions allowed }, { name = \\"nginx\\", version = \\"1.25.3\\", # Exact version } ]\\n}","breadcrumbs":"Version Management » Version Constraints","id":"621","title":"Version Constraints"},"622":{"body":"Operator Meaning Example Matches = Exact version =1.28.0 1.28.0 only >= Greater or equal >=1.28.0 1.28.0, 1.29.0, 2.0.0 <= Less or equal <=1.30.0 1.28.0, 1.30.0 > Greater than >1.28.0 1.29.0, 2.0.0 < Less than <1.30.0 1.28.0, 1.29.0 ~ Patch updates ~1.28.0 1.28.x ^ Minor updates ^1.28.0 1.x.x , AND constraint >=1.28, <1.30 1.28.x, 1.29.x","breadcrumbs":"Version Management » Constraint Operators","id":"622","title":"Constraint Operators"},"623":{"body":"Generate lock file for reproducible deployments: # Generate lock file\\nprovisioning version lock # Creates versions.lock.ncl with exact versions versions.lock.ncl : { task_services = { kubernetes = \\"1.28.3\\", prometheus = \\"2.45.2\\", grafana = \\"10.0.5\\", nginx = \\"1.25.3\\" }, providers = { upcloud = \\"1.2.0\\", aws = \\"3.5.1\\" }\\n} Use lock file: let locked = import \\"versions.lock.ncl\\" in\\n{ task_services = [ {name = \\"kubernetes\\", version = locked.task_services.kubernetes} ]\\n}","breadcrumbs":"Version Management » Version Locking","id":"623","title":"Version Locking"},"624":{"body":"","breadcrumbs":"Version Management » Version Updates","id":"624","title":"Version Updates"},"625":{"body":"# Check available updates\\nprovisioning version check # Show outdated components\\nprovisioning version outdated Output: Component Current Latest Update Available\\nkubernetes 1.28.0 1.29.2 Minor update\\nprometheus 2.45.0 2.47.0 Minor update\\ngrafana 10.0.0 11.0.0 Major update (breaking)","breadcrumbs":"Version Management » Check for Updates","id":"625","title":"Check for Updates"},"626":{"body":"Conservative (patch only) : { update_policy = \'conservative, # Only patch updates\\n} Moderate (minor updates) : { update_policy = \'moderate, # Patch + minor updates\\n} Aggressive (all updates) : { update_policy = \'aggressive, # All updates including major\\n}","breadcrumbs":"Version Management » Update Strategies","id":"626","title":"Update Strategies"},"627":{"body":"# Update all components (respecting constraints)\\nprovisioning version update # Update specific component\\nprovisioning version update kubernetes # Update to specific version\\nprovisioning version update kubernetes --version 1.29.0 # Dry-run (show what would update)\\nprovisioning version update --dry-run","breadcrumbs":"Version Management » Performing Updates","id":"627","title":"Performing Updates"},"628":{"body":"Validate version compatibility: # Check compatibility\\nprovisioning version validate # Check specific component\\nprovisioning version validate kubernetes Compatibility rules defined in schemas: { name = \\"grafana\\", version = \\"10.0.0\\", compatibility = { prometheus = \\">=2.40.0\\", # Requires Prometheus 2.40+ kubernetes = \\">=1.24.0\\" # Requires Kubernetes 1.24+ }\\n}","breadcrumbs":"Version Management » Compatibility Validation","id":"628","title":"Compatibility Validation"},"629":{"body":"When multiple constraints conflict, resolution strategy: Exact version - Highest priority Compatibility constraints - From dependencies User constraints - From configuration Latest compatible - Within constraints Example resolution: # Component A requires: kubernetes >=1.28.0\\n# Component B requires: kubernetes <1.30.0\\n# User specifies: kubernetes ^1.28.0 # Resolved: kubernetes 1.29.x (latest compatible)","breadcrumbs":"Version Management » Version Resolution","id":"629","title":"Version Resolution"},"63":{"body":"","breadcrumbs":"Installation » Troubleshooting","id":"63","title":"Troubleshooting"},"630":{"body":"Pin critical components: { task_services = [ { name = \\"kubernetes\\", version = \\"1.28.3\\", pinned = true # Never auto-update } ]\\n}","breadcrumbs":"Version Management » Pinning Versions","id":"630","title":"Pinning Versions"},"631":{"body":"Rollback to previous versions: # Show version history\\nprovisioning version history # Rollback to previous version\\nprovisioning version rollback kubernetes # Rollback to specific version\\nprovisioning version rollback kubernetes --version 1.28.0","breadcrumbs":"Version Management » Version Rollback","id":"631","title":"Version Rollback"},"632":{"body":"Use version constraints - Avoid latest tag Lock versions - Generate and commit lock files Test updates - Validate in non-production first Pin critical components - Prevent unexpected updates Document compatibility - Specify version requirements Monitor updates - Track new releases Gradual rollout - Update incrementally","breadcrumbs":"Version Management » Best Practices","id":"632","title":"Best Practices"},"633":{"body":"Access version information programmatically: # Show component versions\\nprovisioning version list # Export versions to JSON\\nprovisioning version export --format json # Compare versions\\nprovisioning version compare <component> <version1> <version2>","breadcrumbs":"Version Management » Version Metadata","id":"633","title":"Version Metadata"},"634":{"body":"# .gitlab-ci.yml example\\ndeploy: script: - provisioning version lock --verify # Verify lock file - provisioning version validate # Check compatibility - provisioning deploy # Deploy with locked versions","breadcrumbs":"Version Management » Integration with CI/CD","id":"634","title":"Integration with CI/CD"},"635":{"body":"","breadcrumbs":"Version Management » Troubleshooting","id":"635","title":"Troubleshooting"},"636":{"body":"# Show dependency tree\\nprovisioning version tree # Identify conflicting constraints\\nprovisioning version conflicts","breadcrumbs":"Version Management » Version Conflicts","id":"636","title":"Version Conflicts"},"637":{"body":"# Check why update failed\\nprovisioning version update kubernetes --verbose # Force update (override constraints)\\nprovisioning version update kubernetes --force --version 1.30.0","breadcrumbs":"Version Management » Update Failures","id":"637","title":"Update Failures"},"638":{"body":"Configuration System - Version configuration Schemas Reference - Version contracts Task Services - Service versions","breadcrumbs":"Version Management » References","id":"638","title":"References"},"639":{"body":"Complete documentation for the 12 core Provisioning platform capabilities enabling enterprise infrastructure as code across multiple clouds.","breadcrumbs":"Features Overview » Platform Features","id":"639","title":"Platform Features"},"64":{"body":"CLI not found after installation : # Verify symlink was created\\nls -l /usr/local/bin/provisioning # Check PATH includes /usr/local/bin\\necho $PATH # Try direct path\\n/usr/local/bin/provisioning version Permission denied when creating symlink : # Use sudo for system-wide installation\\nsudo ln -sf \\"$(pwd)/provisioning/core/cli/provisioning\\" /usr/local/bin/provisioning # Or use user-local bin directory\\nmkdir -p ~/.local/bin\\nln -sf \\"$(pwd)/provisioning/core/cli/provisioning\\" ~/.local/bin/provisioning\\nexport PATH=\\"$PATH:$HOME/.local/bin\\" Nushell version mismatch : # Check Nushell version\\nnu --version # Update Nushell\\nbrew upgrade nushell # macOS\\ncargo install nu --force # Linux Nickel not found : # Install Nickel\\nbrew install nickel # macOS\\ncargo install nickel-lang-cli # Linux # Verify\\nnickel --version","breadcrumbs":"Installation » Common Issues","id":"64","title":"Common Issues"},"640":{"body":"Provisioning provides comprehensive features for: Workspace organization - Primary mode for grouping infrastructure, configs, schemas, and extensions with complete isolation Intelligent CLI - Modular architecture with 80+ keyboard shortcuts, decentralized command registration, 84% code reduction Type-safe configuration - Nickel as source of truth for all infrastructure definitions with mandatory validation Batch operations - DAG scheduling, parallel execution, multi-cloud workflows with dependency resolution Hybrid orchestration - Execute across Rust and Nushell with file-based persistence and atomic operations Interactive guides - Step-by-step guided infrastructure deployment with validation and error recovery Testing framework - Container-based test environments for validating infrastructure configurations Platform installer - TUI and unattended installation with provider setup and configuration management Security system - Complete v4.0.0 with authentication, authorization, encryption, secrets management, audit logging Daemon acceleration - 50x performance improvement for script-heavy workloads via persistent Rust process Intelligent detection - Automated analysis detecting cost, compliance, performance, security, and reliability issues Extension registry - Central marketplace for providers, task services, plugins, and clusters with versioning","breadcrumbs":"Features Overview » Overview","id":"640","title":"Overview"},"641":{"body":"","breadcrumbs":"Features Overview » Feature Guides","id":"641","title":"Feature Guides"},"642":{"body":"Workspace Management - Workspace mode, grouping, multi-tenancy, isolation, customization CLI Architecture - Modular design, 80+ shortcuts, decentralized registration, dynamic subcommands, 84% code reduction Configuration System - Nickel type-safe configuration, hierarchical loading, profiles, validation","breadcrumbs":"Features Overview » Organization and Management","id":"642","title":"Organization and Management"},"643":{"body":"Batch Workflows - DAG scheduling, parallel execution, conditional logic, error handling, multi-cloud, dependency resolution Orchestrator System - Hybrid Rust/Nushell, file-based persistence, atomic operations, event-driven Provisioning Daemon - TCP service, 50x performance, connection pooling, LRU caching, graceful shutdown","breadcrumbs":"Features Overview » Workflow and Operations","id":"643","title":"Workflow and Operations"},"644":{"body":"Interactive Guides - Guided deployment, prompts, validation, error recovery, progress tracking Test Environment - Container-based testing, sandbox isolation, validation, integration testing Extension Registry - Marketplace for providers, task services, plugins, clusters, versioning, dependencies","breadcrumbs":"Features Overview » Developer and Automation Features","id":"644","title":"Developer and Automation Features"},"645":{"body":"Platform Installer - TUI and unattended modes, provider setup, workspace creation, configuration management Security System - v4.0.0: JWT/OAuth, Cedar RBAC, MFA, audit logging, encryption, secrets management Detector System - Cost optimization, compliance, performance analysis, security detection, reliability assessment Nushell Plugins - 17 plugins: tera, nickel, fluentd, secretumvault, 10-50x performance gains Version Management - Semantic versioning, dependency resolution, compatibility, deprecation, upgrade workflows","breadcrumbs":"Features Overview » Platform Capabilities","id":"645","title":"Platform Capabilities"},"646":{"body":"Category Features Use Case Core Workspace Management, CLI Architecture, Configuration System Organization, command discovery, type-safety Operations Batch Workflows, Orchestrator, Version Management Multi-cloud, DAG scheduling, persistence Performance Provisioning Daemon, Nushell Plugins Script acceleration, 10-50x speedup Quality & Testing Test Environment, Extension Registry Configuration validation, distribution Setup & Installation Platform Installer Installation, initial configuration Intelligence Detector System Analysis, anomaly detection, cost optimization Security Security System, Complete v4.0.0 Authentication, authorization, encryption User Experience Interactive Guides Guided deployment, learning","breadcrumbs":"Features Overview » Feature Categories","id":"646","title":"Feature Categories"},"647":{"body":"","breadcrumbs":"Features Overview » Quick Navigation","id":"647","title":"Quick Navigation"},"648":{"body":"Start with Workspace Management - primary organizational mode with isolation and customization.","breadcrumbs":"Features Overview » I want to organize my infrastructure","id":"648","title":"I want to organize my infrastructure"},"649":{"body":"Use Provisioning Daemon - 50x performance improvement for scripts through persistent process and caching.","breadcrumbs":"Features Overview » I want faster command execution","id":"649","title":"I want faster command execution"},"65":{"body":"Confirm successful installation: # Complete installation check\\nprovisioning version # CLI version\\nprovisioning env # Environment configuration\\nprovisioning providers # Available cloud providers\\nprovisioning validate config # Configuration validation\\nprovisioning help # Help system","breadcrumbs":"Installation » Verification","id":"65","title":"Verification"},"650":{"body":"Learn Batch Workflows - DAG scheduling and multi-cloud orchestration with error handling.","breadcrumbs":"Features Overview » I want to automate deployment","id":"650","title":"I want to automate deployment"},"651":{"body":"Review Security System - complete authentication, authorization, encryption, audit logging.","breadcrumbs":"Features Overview » I need to ensure security","id":"651","title":"I need to ensure security"},"652":{"body":"Check Test Environment - container-based sandbox testing and policy validation.","breadcrumbs":"Features Overview » I want to validate configurations","id":"652","title":"I want to validate configurations"},"653":{"body":"See Extension Registry - marketplace for providers, task services, plugins, clusters.","breadcrumbs":"Features Overview » I need to extend capabilities","id":"653","title":"I need to extend capabilities"},"654":{"body":"Use Detector System - automated cost, compliance, performance, and security analysis.","breadcrumbs":"Features Overview » I need to find infrastructure issues","id":"654","title":"I need to find infrastructure issues"},"655":{"body":"All features are integrated via: CLI commands - Invoke from Nushell or bash REST APIs - Integrate with external systems Nushell scripting - Build custom automation Nickel configuration - Type-safe definitions Extensions - Add custom providers and services","breadcrumbs":"Features Overview » Integration with Platform","id":"655","title":"Integration with Platform"},"656":{"body":"Architecture Details → See provisioning/docs/src/architecture/ Development Guides → See provisioning/docs/src/development/ API Reference → See provisioning/docs/src/api-reference/ Operation Guides → See provisioning/docs/src/operations/ Security Details → See provisioning/docs/src/security/ Practical Examples → See provisioning/docs/src/examples/","breadcrumbs":"Features Overview » Related Documentation","id":"656","title":"Related Documentation"},"657":{"body":"Workspaces are the default organizational unit for all infrastructure work in Provisioning. Every infrastructure project, deployment environment, or isolated configuration lives within a workspace. This workspace-first approach provides clean separation between projects, environments, and teams while enabling rapid context switching.","breadcrumbs":"Workspace Management » Workspace Management","id":"657","title":"Workspace Management"},"658":{"body":"A workspace is an isolated environment that groups together: Infrastructure definitions - Nickel schemas, server configs, cluster definitions Configuration settings - Environment-specific settings, provider credentials, user preferences Runtime data - State files, checkpoints, logs, generated configurations Extensions - Custom providers, task services, workflow templates The workspace system enforces that all infrastructure operations (server creation, task service installation, cluster deployment) require an active workspace. This prevents accidental cross-project modifications and ensures configuration isolation.","breadcrumbs":"Workspace Management » Overview","id":"658","title":"Overview"},"659":{"body":"Traditional infrastructure tools often mix configurations across projects, leading to: Accidental deployments to wrong environments Configuration drift between dev/staging/production Credential leakage across projects Difficulty tracking infrastructure boundaries Provisioning\'s workspace-first approach solves these problems by making workspace boundaries explicit and enforced at the CLI level.","breadcrumbs":"Workspace Management » Why Workspace-First","id":"659","title":"Why Workspace-First"},"66":{"body":"Once installation is complete: Quick Start - Deploy infrastructure in 5 minutes First Deployment - Comprehensive deployment walkthrough Verification - Validate platform health","breadcrumbs":"Installation » Next Steps","id":"66","title":"Next Steps"},"660":{"body":"Every workspace follows a consistent directory structure: workspace_my_project/\\n├── infra/ # Infrastructure definitions (Nickel schemas)\\n│ ├── my-cluster.ncl # Cluster definition\\n│ ├── servers.ncl # Server configurations\\n│ └── batch-workflows.ncl # Batch workflow definitions\\n│\\n├── config/ # Workspace configuration\\n│ ├── local-overrides.toml # User-specific overrides (gitignored)\\n│ ├── dev-defaults.toml # Development environment defaults\\n│ ├── test-defaults.toml # Testing environment defaults\\n│ ├── prod-defaults.toml # Production environment defaults\\n│ └── provisioning.yaml # Workspace metadata and settings\\n│\\n├── extensions/ # Workspace-specific extensions\\n│ ├── providers/ # Custom cloud providers\\n│ ├── taskservs/ # Custom task services\\n│ ├── clusters/ # Custom cluster templates\\n│ └── workflows/ # Custom workflow definitions\\n│\\n└── runtime/ # Runtime data (gitignored) ├── state/ # Infrastructure state files ├── checkpoints/ # Workflow checkpoints ├── logs/ # Operation logs └── generated/ # Generated configuration files","breadcrumbs":"Workspace Management » Workspace Structure","id":"660","title":"Workspace Structure"},"661":{"body":"Workspace configurations follow a 5-layer hierarchy: 1. System Defaults (provisioning/config/config.defaults.toml) ↓ overridden by\\n2. User Config (~/.config/provisioning/user_config.yaml) ↓ overridden by\\n3. Workspace Config (workspace/config/provisioning.yaml) ↓ overridden by\\n4. Environment Config (workspace/config/{dev,test,prod}-defaults.toml) ↓ overridden by\\n5. Runtime Flags (--flag value) This hierarchy ensures sensible defaults while allowing granular control at every level.","breadcrumbs":"Workspace Management » Configuration Hierarchy","id":"661","title":"Configuration Hierarchy"},"662":{"body":"","breadcrumbs":"Workspace Management » Core Commands","id":"662","title":"Core Commands"},"663":{"body":"# Create new workspace\\nprovisioning workspace init my-project # Create workspace with specific location\\nprovisioning workspace init my-project --path /custom/location # Create from template\\nprovisioning workspace init my-project --template kubernetes-ha","breadcrumbs":"Workspace Management » Creating Workspaces","id":"663","title":"Creating Workspaces"},"664":{"body":"# List all workspaces\\nprovisioning workspace list # Show active workspace\\nprovisioning workspace status # List with details\\nprovisioning workspace list --verbose Example output: NAME PATH LAST_USED STATUS\\nmy-project /workspaces/workspace_my_project 2026-01-15 10:30 Active\\ndev-env /workspaces/workspace_dev_env 2026-01-14 15:45\\nproduction /workspaces/workspace_production 2026-01-10 09:00","breadcrumbs":"Workspace Management » Listing Workspaces","id":"664","title":"Listing Workspaces"},"665":{"body":"# Switch to different workspace (single command)\\nprovisioning workspace switch my-project # Switch with validation\\nprovisioning workspace switch production --validate # Quick switch using shortcut\\nprovisioning ws switch dev-env Workspace switching updates: Active workspace marker in user configuration Environment variables for current session CLI prompt indicator (if configured) Last-used timestamp","breadcrumbs":"Workspace Management » Switching Workspaces","id":"665","title":"Switching Workspaces"},"666":{"body":"# Delete workspace (requires confirmation)\\nprovisioning workspace delete old-project # Force delete without confirmation\\nprovisioning workspace delete old-project --force # Delete but keep backups\\nprovisioning workspace delete old-project --backup Deletion safety: Requires explicit confirmation unless --force is used Optionally creates backup before deletion Validates no active operations are running Updates workspace registry","breadcrumbs":"Workspace Management » Deleting Workspaces","id":"666","title":"Deleting Workspaces"},"667":{"body":"The workspace registry is stored in user configuration and tracks all workspaces: # ~/.config/provisioning/user_config.yaml\\nworkspaces: active: my-project registry: my-project: path: /workspaces/workspace_my_project created: 2026-01-15T10:30:00Z last_used: 2026-01-15T14:20:00Z template: default dev-env: path: /workspaces/workspace_dev_env created: 2026-01-10T08:00:00Z last_used: 2026-01-14T15:45:00Z template: development This centralized registry enables: Fast workspace discovery Usage tracking and statistics Workspace templates Path resolution","breadcrumbs":"Workspace Management » Workspace Registry","id":"667","title":"Workspace Registry"},"668":{"body":"The CLI enforces workspace requirements for all infrastructure operations: Workspace-exempt commands (work without active workspace): provisioning help provisioning version provisioning workspace * provisioning guide * provisioning setup * provisioning providers (list only) Workspace-required commands (require active workspace): provisioning server create provisioning taskserv install provisioning cluster deploy provisioning batch submit All infrastructure modification operations If no workspace is active, workspace-required commands fail with: Error: No active workspace\\nPlease activate or create a workspace: provisioning workspace init <name> provisioning workspace switch <name> This enforcement prevents accidental infrastructure modifications outside workspace boundaries.","breadcrumbs":"Workspace Management » Workspace Enforcement","id":"668","title":"Workspace Enforcement"},"669":{"body":"Templates provide pre-configured workspace structures for common use cases:","breadcrumbs":"Workspace Management » Workspace Templates","id":"669","title":"Workspace Templates"},"67":{"body":"Deploy your first infrastructure in 5 minutes using the Provisioning platform.","breadcrumbs":"Quick Start » Quick Start","id":"67","title":"Quick Start"},"670":{"body":"Template Description Use Case default Minimal workspace structure General purpose infrastructure kubernetes-ha HA Kubernetes setup with 3 control planes Production Kubernetes deployments development Dev-optimized with Docker Compose Local testing and development multi-cloud Multiple provider configurations Multi-cloud deployments database-cluster Database-focused with backup configs Database infrastructure cicd CI/CD pipeline configurations Automated deployment pipelines","breadcrumbs":"Workspace Management » Available Templates","id":"670","title":"Available Templates"},"671":{"body":"# Create from template\\nprovisioning workspace init my-k8s --template kubernetes-ha # List available templates\\nprovisioning workspace templates # Show template details\\nprovisioning workspace template show kubernetes-ha Templates pre-populate: Infrastructure Nickel schemas Provider configurations Environment-specific defaults Example workflow definitions README with usage instructions","breadcrumbs":"Workspace Management » Using Templates","id":"671","title":"Using Templates"},"672":{"body":"Workspaces excel at managing multiple environments:","breadcrumbs":"Workspace Management » Multi-Environment Workflows","id":"672","title":"Multi-Environment Workflows"},"673":{"body":"# Create dedicated workspaces\\nprovisioning workspace init myapp-dev\\nprovisioning workspace init myapp-staging\\nprovisioning workspace init myapp-prod # Switch between environments\\nprovisioning ws switch myapp-dev\\nprovisioning server create # Creates in dev provisioning ws switch myapp-prod\\nprovisioning server create # Creates in prod (isolated) Pros : Complete isolation, different credentials, independent state Cons : More workspace management, duplicate configuration","breadcrumbs":"Workspace Management » Strategy 1: Separate Workspaces Per Environment","id":"673","title":"Strategy 1: Separate Workspaces Per Environment"},"674":{"body":"# Single workspace with environment configs\\nprovisioning workspace init myapp # Deploy to different environments using flags\\nPROVISIONING_ENV=dev provisioning server create\\nPROVISIONING_ENV=staging provisioning server create\\nPROVISIONING_ENV=prod provisioning server create Pros : Shared configuration, easier to maintain Cons : Shared credentials, risk of cross-environment mistakes","breadcrumbs":"Workspace Management » Strategy 2: Single Workspace, Multiple Environments","id":"674","title":"Strategy 2: Single Workspace, Multiple Environments"},"675":{"body":"# Dev workspace for experimentation\\nprovisioning workspace init myapp-dev # Prod workspace for production only\\nprovisioning workspace init myapp-prod # Use environment flags within workspaces\\nprovisioning ws switch myapp-prod\\nPROVISIONING_ENV=prod provisioning cluster deploy Pros : Balances isolation and convenience Cons : More complex to explain to teams","breadcrumbs":"Workspace Management » Strategy 3: Hybrid Approach","id":"675","title":"Strategy 3: Hybrid Approach"},"676":{"body":"","breadcrumbs":"Workspace Management » Best Practices","id":"676","title":"Best Practices"},"677":{"body":"# Good names (descriptive, unique)\\nworkspace_librecloud_production\\nworkspace_myapp_dev\\nworkspace_k8s_staging # Avoid (ambiguous, generic)\\nworkspace_test\\nworkspace_1\\nworkspace_temp","breadcrumbs":"Workspace Management » Naming Conventions","id":"677","title":"Naming Conventions"},"678":{"body":"# Version control: Commit these files\\ninfra/**/*.ncl # Infrastructure definitions\\nconfig/*-defaults.toml # Environment defaults\\nconfig/provisioning.yaml # Workspace metadata\\nextensions/**/* # Custom extensions # Gitignore: Never commit these\\nconfig/local-overrides.toml # User-specific overrides\\nruntime/**/* # Runtime data and state\\n**/*.secret # Credential files","breadcrumbs":"Workspace Management » Configuration Management","id":"678","title":"Configuration Management"},"679":{"body":"# Use dedicated workspaces for production\\nprovisioning workspace init myapp-prod --template production # Enable extra validation for production\\nprovisioning ws switch myapp-prod\\nprovisioning config set validation.strict true\\nprovisioning config set confirmation.required true","breadcrumbs":"Workspace Management » Environment Separation","id":"679","title":"Environment Separation"},"68":{"body":"Prerequisites installed Platform installed and CLI accessible Cloud provider credentials configured (or local provider)","breadcrumbs":"Quick Start » Prerequisites","id":"68","title":"Prerequisites"},"680":{"body":"# Share workspace structure via git\\ngit clone repo/myapp-infrastructure\\ncd myapp-infrastructure\\nprovisioning workspace init . --import # Each team member creates local-overrides.toml\\ncat > config/local-overrides.toml <<EOF\\n[user]\\ndefault_region = \\"us-east-1\\"\\nconfirmation_required = true\\nEOF","breadcrumbs":"Workspace Management » Team Collaboration","id":"680","title":"Team Collaboration"},"681":{"body":"","breadcrumbs":"Workspace Management » Troubleshooting","id":"681","title":"Troubleshooting"},"682":{"body":"Error: No active workspace Solution: # List workspaces\\nprovisioning workspace list # Switch to workspace\\nprovisioning workspace switch <name> # Or create new workspace\\nprovisioning workspace init <name>","breadcrumbs":"Workspace Management » No Active Workspace Error","id":"682","title":"No Active Workspace Error"},"683":{"body":"Error: Workspace \'my-project\' not found in registry Solution: # Re-register workspace\\nprovisioning workspace register /path/to/workspace_my_project # Or recreate workspace\\nprovisioning workspace init my-project","breadcrumbs":"Workspace Management » Workspace Not Found","id":"683","title":"Workspace Not Found"},"684":{"body":"Error: Workspace path \'/workspaces/workspace_my_project\' does not exist Solution: # Remove invalid entry\\nprovisioning workspace unregister my-project # Re-create workspace\\nprovisioning workspace init my-project","breadcrumbs":"Workspace Management » Workspace Path Doesn\'t Exist","id":"684","title":"Workspace Path Doesn\'t Exist"},"685":{"body":"","breadcrumbs":"Workspace Management » Integration with Other Features","id":"685","title":"Integration with Other Features"},"686":{"body":"Workspaces provide the context for batch workflow execution: provisioning ws switch production\\nprovisioning batch submit infra/batch-workflows.ncl Batch workflows access workspace-specific: Infrastructure definitions Provider credentials Configuration settings State management","breadcrumbs":"Workspace Management » Batch Workflows","id":"686","title":"Batch Workflows"},"687":{"body":"Test environments inherit workspace configuration: provisioning ws switch dev\\nprovisioning test quick kubernetes\\n# Uses dev workspace\'s configuration and providers","breadcrumbs":"Workspace Management » Test Environments","id":"687","title":"Test Environments"},"688":{"body":"Workspace configurations can specify tool versions: # workspace/infra/versions.ncl\\n{ tools = { nushell = \\"0.109.1\\" nickel = \\"1.15.1\\" kubernetes = \\"1.29.0\\" }\\n} Provisioning validates versions match workspace requirements.","breadcrumbs":"Workspace Management » Version Management","id":"688","title":"Version Management"},"689":{"body":"Configuration System - Hierarchical configuration details Nickel Guide - Infrastructure definitions in Nickel Batch Workflows - Multi-cloud workflow orchestration Test Environment - Container-based testing within workspaces","breadcrumbs":"Workspace Management » See Also","id":"689","title":"See Also"},"69":{"body":"","breadcrumbs":"Quick Start » 5-Minute Deployment","id":"69","title":"5-Minute Deployment"},"690":{"body":"The Provisioning CLI provides a unified command-line interface for all infrastructure operations. It features 111+ commands organized into 7 domain-focused modules with 80+ shortcuts for improved productivity. The modular architecture achieved 84% code reduction while improving maintainability and extensibility.","breadcrumbs":"CLI Architecture » CLI Architecture","id":"690","title":"CLI Architecture"},"691":{"body":"The CLI architecture uses domain-driven design, separating concerns across modules. This refactoring reduced the main entry point from monolithic code to 211 lines. The architecture improves discoverability and enables rapid feature development.","breadcrumbs":"CLI Architecture » Overview","id":"691","title":"Overview"},"692":{"body":"Metric Before After Improvement Main CLI lines 1,329 211 84% reduction Command domains 1 (monolithic) 7 (modular) 7x organization Commands ~50 111+ 122% increase Shortcuts 0 80+ New capability Help categories 0 7 Improved discovery","breadcrumbs":"CLI Architecture » Key Metrics","id":"692","title":"Key Metrics"},"693":{"body":"The CLI is organized into 7 domain-focused modules:","breadcrumbs":"CLI Architecture » Domain Architecture","id":"693","title":"Domain Architecture"},"694":{"body":"Commands : Server, TaskServ, Cluster, Infra management # Server operations\\nprovisioning server create\\nprovisioning server list\\nprovisioning server delete\\nprovisioning server ssh <hostname> # Task service operations\\nprovisioning taskserv install kubernetes\\nprovisioning taskserv list\\nprovisioning taskserv remove kubernetes # Cluster operations\\nprovisioning cluster deploy my-cluster\\nprovisioning cluster status my-cluster\\nprovisioning cluster scale my-cluster --nodes 5 Shortcuts : s (server), t/task (taskserv), cl (cluster), i (infra)","breadcrumbs":"CLI Architecture » 1. Infrastructure Domain","id":"694","title":"1. Infrastructure Domain"},"695":{"body":"Commands : Workflow, Batch, Orchestrator management # Workflow operations\\nprovisioning workflow list\\nprovisioning workflow status <id>\\nprovisioning workflow cancel <id> # Batch operations\\nprovisioning batch submit infra/batch-workflows.ncl\\nprovisioning batch monitor <workflow-id>\\nprovisioning batch list # Orchestrator management\\nprovisioning orchestrator start\\nprovisioning orchestrator status\\nprovisioning orchestrator logs Shortcuts : wf/flow (workflow), bat (batch), orch (orchestrator)","breadcrumbs":"CLI Architecture » 2. Orchestration Domain","id":"695","title":"2. Orchestration Domain"},"696":{"body":"Commands : Module, Layer, Version, Pack management # Module operations\\nprovisioning module create my-module\\nprovisioning module list\\nprovisioning module test my-module # Layer operations\\nprovisioning layer add <name>\\nprovisioning layer list # Versioning\\nprovisioning version bump minor\\nprovisioning version list # Packaging\\nprovisioning pack create my-extension\\nprovisioning pack publish my-extension Shortcuts : mod (module), l (layer), v (version), p (pack)","breadcrumbs":"CLI Architecture » 3. Development Domain","id":"696","title":"3. Development Domain"},"697":{"body":"Commands : Workspace management, templates # Workspace operations\\nprovisioning workspace init my-project\\nprovisioning workspace list\\nprovisioning workspace switch my-project\\nprovisioning workspace delete old-project # Template operations\\nprovisioning workspace template list\\nprovisioning workspace template show kubernetes-ha Shortcuts : ws (workspace)","breadcrumbs":"CLI Architecture » 4. Workspace Domain","id":"697","title":"4. Workspace Domain"},"698":{"body":"Commands : Config, Environment, Validate, Setup # Configuration operations\\nprovisioning config get servers.default_plan\\nprovisioning config set servers.default_plan large\\nprovisioning config validate # Environment operations\\nprovisioning env\\nprovisioning allenv # Setup operations\\nprovisioning setup profile --profile developer\\nprovisioning setup versions # Validation\\nprovisioning validate config\\nprovisioning validate infra\\nprovisioning validate nickel workspace/infra/my-cluster.ncl Shortcuts : cfg (config), val (validate), st (setup)","breadcrumbs":"CLI Architecture » 5. Configuration Domain","id":"698","title":"5. Configuration Domain"},"699":{"body":"Commands : SSH, SOPS, Cache, Plugin management # SSH operations\\nprovisioning ssh server-01\\nprovisioning ssh server-01 -- uptime # SOPS operations\\nprovisioning sops encrypt config.yaml\\nprovisioning sops decrypt config.enc.yaml # Cache operations\\nprovisioning cache clear\\nprovisioning cache stats # Plugin operations\\nprovisioning plugin list\\nprovisioning plugin install nu_plugin_auth\\nprovisioning plugin update Shortcuts : sops, cache, plug (plugin)","breadcrumbs":"CLI Architecture » 6. Utilities Domain","id":"699","title":"6. Utilities Domain"},"7":{"body":"Issues : Report bugs and request features on GitHub Documentation : This documentation site Examples : See the Examples section","breadcrumbs":"Introduction » Support and Community","id":"7","title":"Support and Community"},"70":{"body":"# Initialize workspace\\nprovisioning workspace init quickstart-demo\\ncd quickstart-demo Workspace structure created: quickstart-demo/\\n├── infra/ # Infrastructure definitions\\n├── config/ # Workspace configuration\\n├── extensions/ # Custom providers/taskservs\\n└── runtime/ # State and logs","breadcrumbs":"Quick Start » Step 1: Create Workspace (30 seconds)","id":"70","title":"Step 1: Create Workspace (30 seconds)"},"700":{"body":"Commands : Generate code, configs, docs # Code generation\\nprovisioning generate provider upcloud-new\\nprovisioning generate taskserv postgresql\\nprovisioning generate cluster k8s-ha # Config generation\\nprovisioning generate config --profile production\\nprovisioning generate nickel --template kubernetes # Documentation generation\\nprovisioning generate docs Shortcuts : g/gen (generate)","breadcrumbs":"CLI Architecture » 7. Generation Domain","id":"700","title":"7. Generation Domain"},"701":{"body":"The CLI provides 80+ shortcuts for improved productivity:","breadcrumbs":"CLI Architecture » Command Shortcuts","id":"701","title":"Command Shortcuts"},"702":{"body":"Full Command Shortcuts Example server s provisioning s list taskserv t, task provisioning t install kubernetes cluster cl provisioning cl deploy my-cluster infrastructure i, infra provisioning i list","breadcrumbs":"CLI Architecture » Infrastructure Shortcuts","id":"702","title":"Infrastructure Shortcuts"},"703":{"body":"Full Command Shortcuts Example workflow wf, flow provisioning wf list batch bat provisioning bat submit workflow.ncl orchestrator orch provisioning orch status","breadcrumbs":"CLI Architecture » Orchestration Shortcuts","id":"703","title":"Orchestration Shortcuts"},"704":{"body":"Full Command Shortcuts Example module mod provisioning mod list layer l provisioning l add base version v provisioning v bump minor pack p provisioning p create extension","breadcrumbs":"CLI Architecture » Development Shortcuts","id":"704","title":"Development Shortcuts"},"705":{"body":"Full Command Shortcuts Example workspace ws provisioning ws switch prod config cfg provisioning cfg get servers.plan validate val provisioning val config setup st provisioning st profile --profile dev environment env provisioning env","breadcrumbs":"CLI Architecture » Configuration Shortcuts","id":"705","title":"Configuration Shortcuts"},"706":{"body":"Full Command Shortcuts Example generate g, gen provisioning g provider aws-new plugin plug provisioning plug list","breadcrumbs":"CLI Architecture » Utility Shortcuts","id":"706","title":"Utility Shortcuts"},"707":{"body":"Full Command Shortcuts Purpose shortcuts sc Show shortcuts reference guide - Interactive guides howto - Quick how-to guides","breadcrumbs":"CLI Architecture » Quick Reference Shortcuts","id":"707","title":"Quick Reference Shortcuts"},"708":{"body":"The CLI features a bi-directional help system that works in both directions: # Both of these work identically\\nprovisioning help workspace\\nprovisioning workspace help # Shortcuts also work\\nprovisioning help ws\\nprovisioning ws help # Category help\\nprovisioning help infrastructure\\nprovisioning help orchestration This flexibility improves discoverability and aligns with natural user expectations.","breadcrumbs":"CLI Architecture » Bi-Directional Help System","id":"708","title":"Bi-Directional Help System"},"709":{"body":"All global flags are handled consistently across all commands:","breadcrumbs":"CLI Architecture » Centralized Flag Handling","id":"709","title":"Centralized Flag Handling"},"71":{"body":"Create a simple server configuration using Nickel: # Create infrastructure schema\\ncat > infra/demo-server.ncl <<\'EOF\'\\n{ metadata = { name = \\"demo-server\\" provider = \\"local\\" # Use local provider for quick demo environment = \\"development\\" } infrastructure = { servers = [ { name = \\"web-01\\" plan = \\"small\\" role = \\"web\\" } ] } services = { taskservs = [\\"containerd\\"] # Simple container runtime }\\n}\\nEOF Using UpCloud or AWS? Change provider: metadata.provider = \\"upcloud\\" # or \\"aws\\"","breadcrumbs":"Quick Start » Step 2: Define Infrastructure (1 minute)","id":"71","title":"Step 2: Define Infrastructure (1 minute)"},"710":{"body":"Flag Short Purpose Example --debug -d Enable debug mode provisioning --debug server create --check -c Dry-run mode (no changes) provisioning --check server delete --yes -y Auto-confirm operations provisioning --yes cluster delete --infra -i Specify infrastructure provisioning --infra my-cluster server list --verbose -v Verbose output provisioning --verbose workflow list --quiet -q Minimal output provisioning --quiet batch submit --format -f Output format (json/yaml/table) provisioning --format json server list","breadcrumbs":"CLI Architecture » Global Flags","id":"710","title":"Global Flags"},"711":{"body":"# Server creation flags\\nprovisioning server create --plan large --region us-east-1 --zone a # TaskServ installation flags\\nprovisioning taskserv install kubernetes --version 1.29.0 --ha # Cluster deployment flags\\nprovisioning cluster deploy --replicas 3 --storage 100GB # Batch workflow flags\\nprovisioning batch submit workflow.ncl --parallel 5 --timeout 3600","breadcrumbs":"CLI Architecture » Command-Specific Flags","id":"711","title":"Command-Specific Flags"},"712":{"body":"","breadcrumbs":"CLI Architecture » Command Discovery","id":"712","title":"Command Discovery"},"713":{"body":"The help system organizes commands by domain: provisioning help # Output shows categorized commands:\\nInfrastructure Commands: server Manage servers (shortcuts: s) taskserv Manage task services (shortcuts: t, task) cluster Manage clusters (shortcuts: cl) Orchestration Commands: workflow Manage workflows (shortcuts: wf, flow) batch Batch operations (shortcuts: bat) orchestrator Orchestrator management (shortcuts: orch) Configuration Commands: workspace Workspace management (shortcuts: ws) config Configuration management (shortcuts: cfg) validate Validation operations (shortcuts: val) setup System setup (shortcuts: st)","breadcrumbs":"CLI Architecture » Categorized Help","id":"713","title":"Categorized Help"},"714":{"body":"# Fastest command reference\\nprovisioning sc # Shows comprehensive shortcuts table with examples","breadcrumbs":"CLI Architecture » Quick Reference","id":"714","title":"Quick Reference"},"715":{"body":"# Step-by-step guides\\nprovisioning guide from-scratch # Complete deployment guide\\nprovisioning guide quickstart # Command shortcuts reference\\nprovisioning guide customize # Customization patterns","breadcrumbs":"CLI Architecture » Interactive Guides","id":"715","title":"Interactive Guides"},"716":{"body":"The CLI uses a sophisticated dispatcher for command routing: # provisioning/core/nulib/main_provisioning/dispatcher.nu # Route command to appropriate handler\\nexport def dispatch [ command: string args: list<string>\\n] { match $command { # Infrastructure domain \\"server\\" | \\"s\\" => { route-to-handler \\"infrastructure\\" \\"server\\" $args } \\"taskserv\\" | \\"t\\" | \\"task\\" => { route-to-handler \\"infrastructure\\" \\"taskserv\\" $args } \\"cluster\\" | \\"cl\\" => { route-to-handler \\"infrastructure\\" \\"cluster\\" $args } # Orchestration domain \\"workflow\\" | \\"wf\\" | \\"flow\\" => { route-to-handler \\"orchestration\\" \\"workflow\\" $args } \\"batch\\" | \\"bat\\" => { route-to-handler \\"orchestration\\" \\"batch\\" $args } # Configuration domain \\"workspace\\" | \\"ws\\" => { route-to-handler \\"configuration\\" \\"workspace\\" $args } \\"config\\" | \\"cfg\\" => { route-to-handler \\"configuration\\" \\"config\\" $args } }\\n} This routing enables: Consistent error handling Centralized logging Workspace enforcement Permission checks Audit trail","breadcrumbs":"CLI Architecture » Command Routing","id":"716","title":"Command Routing"},"717":{"body":"All commands follow a consistent implementation pattern: # Example: provisioning/core/nulib/main_provisioning/commands/server.nu # Main command handler\\nexport def main [ operation: string # create, list, delete, etc. --check # Dry-run mode --yes # Auto-confirm\\n] { # 1. Validate workspace requirement enforce-workspace-requirement \\"server\\" $operation # 2. Load configuration let config = load-config # 3. Parse operation match $operation { \\"create\\" => { create-server $args $config --check=$check --yes=$yes } \\"list\\" => { list-servers $config } \\"delete\\" => { delete-server $args $config --yes=$yes } \\"ssh\\" => { ssh-to-server $args $config } _ => { error $\\"Unknown server operation: ($operation)\\" } } # 4. Log operation (audit trail) log-operation \\"server\\" $operation $args\\n} This pattern ensures: Consistent behavior Proper error handling Configuration integration Workspace enforcement Audit logging","breadcrumbs":"CLI Architecture » Command Implementation Pattern","id":"717","title":"Command Implementation Pattern"},"718":{"body":"The CLI codebase is organized for maintainability: provisioning/core/\\n├── cli/\\n│ └── provisioning # Main CLI entry point (211 lines)\\n│\\n├── nulib/\\n│ ├── main_provisioning/\\n│ │ ├── dispatcher.nu # Command routing (central dispatch)\\n│ │ ├── flags.nu # Centralized flag handling\\n│ │ ├── help_system_fluent.nu # Categorized help with i18n\\n│ │ │\\n│ │ └── commands/ # Domain-specific command handlers\\n│ │ ├── infrastructure/\\n│ │ │ ├── server.nu\\n│ │ │ ├── taskserv.nu\\n│ │ │ └── cluster.nu\\n│ │ │\\n│ │ ├── orchestration/\\n│ │ │ ├── workflow.nu\\n│ │ │ ├── batch.nu\\n│ │ │ └── orchestrator.nu\\n│ │ │\\n│ │ ├── configuration/\\n│ │ │ ├── workspace.nu\\n│ │ │ ├── config.nu\\n│ │ │ └── validate.nu\\n│ │ │\\n│ │ └── utilities/\\n│ │ ├── ssh.nu\\n│ │ ├── sops.nu\\n│ │ └── cache.nu\\n│ │\\n│ └── lib_provisioning/ # Core libraries (used by commands)\\n│ ├── config/\\n│ ├── providers/\\n│ ├── workspace/\\n│ └── utils/ This structure enables: Clear separation of concerns Easy addition of new commands Testable command handlers Reusable core libraries","breadcrumbs":"CLI Architecture » Modular Structure","id":"718","title":"Modular Structure"},"719":{"body":"The CLI supports multiple languages via Fluent catalog: # Automatic locale detection\\nexport LANG=es_ES.UTF-8\\nprovisioning help # Shows Spanish help if es-ES catalog exists # Supported locales\\nen-US (default) # English\\nes-ES # Spanish\\nfr-FR # French\\nde-DE # German Catalog structure: provisioning/locales/\\n├── en-US/\\n│ └── help.ftl # English help strings\\n├── es-ES/\\n│ └── help.ftl # Spanish help strings\\n└── de-DE/ └── help.ftl # German help strings","breadcrumbs":"CLI Architecture » Internationalization","id":"719","title":"Internationalization"},"72":{"body":"# Validate Nickel schema\\nnickel typecheck infra/demo-server.ncl # Validate provisioning configuration\\nprovisioning validate config # Preview what will be created\\nprovisioning server create --check --infra demo-server Expected output: Infrastructure Plan: demo-server\\nProvider: local\\nServers to create: 1 - web-01 (small, role: web)\\nTask services: containerd Estimated resources: CPU: 2 cores RAM: 2 GB Disk: 10 GB","breadcrumbs":"Quick Start » Step 3: Validate Configuration (30 seconds)","id":"72","title":"Step 3: Validate Configuration (30 seconds)"},"720":{"body":"The modular architecture provides clean extension points:","breadcrumbs":"CLI Architecture » Extension Points","id":"720","title":"Extension Points"},"721":{"body":"# 1. Create command handler\\nprovisioning/core/nulib/main_provisioning/commands/my_new_command.nu # 2. Register in dispatcher\\n# provisioning/core/nulib/main_provisioning/dispatcher.nu\\n\\"my-command\\" | \\"mc\\" => { route-to-handler \\"utilities\\" \\"my-command\\" $args } # 3. Add help entry\\n# provisioning/locales/en-US/help.ftl\\nmy-command-help = Manage my new feature # 4. Command is now available\\nprovisioning my-command <operation>\\nprovisioning mc <operation> # Shortcut also works","breadcrumbs":"CLI Architecture » Adding New Commands","id":"721","title":"Adding New Commands"},"722":{"body":"# 1. Create domain directory\\nprovisioning/core/nulib/main_provisioning/commands/my_domain/ # 2. Add domain commands\\nmy_domain/\\n├── command1.nu\\n├── command2.nu\\n└── command3.nu # 3. Register domain in dispatcher # 4. Add domain help category # Domain is now available with all commands","breadcrumbs":"CLI Architecture » Adding New Domains","id":"722","title":"Adding New Domains"},"723":{"body":"The CLI supports command aliases for common operations: # Defined in user configuration\\n# ~/.config/provisioning/user_config.yaml\\naliases: deploy: \\"cluster deploy\\" list-all: \\"server list && taskserv list && cluster list\\" quick-test: \\"test quick kubernetes\\" # Usage\\nprovisioning deploy my-cluster # Expands to: cluster deploy my-cluster\\nprovisioning list-all # Runs multiple commands\\nprovisioning quick-test # Runs test with preset","breadcrumbs":"CLI Architecture » Command Aliases","id":"723","title":"Command Aliases"},"724":{"body":"","breadcrumbs":"CLI Architecture » Best Practices","id":"724","title":"Best Practices"},"725":{"body":"# Development workflow (frequent commands)\\nprovisioning ws switch dev # Switch to dev workspace\\nprovisioning s list # Quick server list\\nprovisioning t install postgres # Install task service\\nprovisioning cl status my-cluster # Check cluster status # Production workflow (explicit commands for clarity)\\nprovisioning workspace switch production\\nprovisioning server create --plan large --check\\nprovisioning cluster deploy critical-cluster --yes","breadcrumbs":"CLI Architecture » Using Shortcuts Effectively","id":"725","title":"Using Shortcuts Effectively"},"726":{"body":"# Always check before dangerous operations\\nprovisioning --check server delete old-servers\\nprovisioning --check cluster delete test-cluster # If output looks good, run for real\\nprovisioning --yes server delete old-servers","breadcrumbs":"CLI Architecture » Dry-Run Before Execution","id":"726","title":"Dry-Run Before Execution"},"727":{"body":"# JSON output for scripting\\nprovisioning --format json server list | jq \'.[] | select(.status == \\"running\\")\' # YAML output for readability\\nprovisioning --format yaml cluster status my-cluster # Table output for humans (default)\\nprovisioning server list","breadcrumbs":"CLI Architecture » Using Output Formats","id":"727","title":"Using Output Formats"},"728":{"body":"The modular architecture enables several performance optimizations:","breadcrumbs":"CLI Architecture » Performance Optimizations","id":"728","title":"Performance Optimizations"},"729":{"body":"Commands are loaded on-demand, reducing startup time: # Only loads server command module when needed\\nprovisioning server list # Fast startup (loads server.nu only)","breadcrumbs":"CLI Architecture » Lazy Loading","id":"729","title":"Lazy Loading"},"73":{"body":"# Create server\\nprovisioning server create --infra demo-server --yes # Monitor progress\\nprovisioning server status web-01 Progress indicators: Creating server: web-01... [████████████████████████] 100% - Server provisioned [████████████████████████] 100% - SSH configured [████████████████████████] 100% - Network ready Server web-01 created successfully\\nIP Address: 10.0.1.10\\nStatus: running","breadcrumbs":"Quick Start » Step 4: Create Infrastructure (2 minutes)","id":"73","title":"Step 4: Create Infrastructure (2 minutes)"},"730":{"body":"Frequently-used commands benefit from caching: # First run: ~200ms (loads modules, config)\\nprovisioning server list # Subsequent runs: ~50ms (cached config, loaded modules)\\nprovisioning server list","breadcrumbs":"CLI Architecture » Command Caching","id":"730","title":"Command Caching"},"731":{"body":"Batch operations execute in parallel: # Executes server creation in parallel (up to configured limit)\\nprovisioning batch submit multi-server-workflow.ncl --parallel 10","breadcrumbs":"CLI Architecture » Parallel Execution","id":"731","title":"Parallel Execution"},"732":{"body":"","breadcrumbs":"CLI Architecture » Troubleshooting","id":"732","title":"Troubleshooting"},"733":{"body":"Error: Unknown command \'servr\'\\nDid you mean: server (s) The CLI provides helpful suggestions for typos.","breadcrumbs":"CLI Architecture » Command Not Found","id":"733","title":"Command Not Found"},"734":{"body":"Error: No active workspace\\nPlease activate or create a workspace: provisioning workspace init <name> provisioning workspace switch <name> Workspace enforcement prevents accidental operations.","breadcrumbs":"CLI Architecture » Missing Workspace","id":"734","title":"Missing Workspace"},"735":{"body":"Error: Operation requires admin permissions\\nPlease run with elevated privileges or contact administrator Permission system prevents unauthorized operations.","breadcrumbs":"CLI Architecture » Permission Denied","id":"735","title":"Permission Denied"},"736":{"body":"Workspace Management - Workspace-first approach Configuration System - Hierarchical configuration Interactive Guides - Step-by-step walkthroughs Batch Workflows - Multi-cloud orchestration","breadcrumbs":"CLI Architecture » See Also","id":"736","title":"See Also"},"737":{"body":"","breadcrumbs":"Configuration System » Configuration System","id":"737","title":"Configuration System"},"738":{"body":"","breadcrumbs":"Batch Workflows » Batch Workflows","id":"738","title":"Batch Workflows"},"739":{"body":"","breadcrumbs":"Orchestrator » Orchestrator","id":"739","title":"Orchestrator"},"74":{"body":"# Install containerd\\nprovisioning taskserv create containerd --infra demo-server # Verify installation\\nprovisioning taskserv status containerd Output: Installing containerd on web-01... [████████████████████████] 100% - Dependencies resolved [████████████████████████] 100% - Containerd installed [████████████████████████] 100% - Service started [████████████████████████] 100% - Health check passed Containerd v1.7.0 installed successfully","breadcrumbs":"Quick Start » Step 5: Install Task Service (1 minute)","id":"74","title":"Step 5: Install Task Service (1 minute)"},"740":{"body":"","breadcrumbs":"Interactive Guides » Interactive Guides","id":"740","title":"Interactive Guides"},"741":{"body":"","breadcrumbs":"Test Environment » Test Environment","id":"741","title":"Test Environment"},"742":{"body":"","breadcrumbs":"Platform Installer » Platform Installer","id":"742","title":"Platform Installer"},"743":{"body":"","breadcrumbs":"Security System » Security System","id":"743","title":"Security System"},"744":{"body":"","breadcrumbs":"Version Management » Version Management","id":"744","title":"Version Management"},"745":{"body":"Provisioning includes 17 high-performance native Rust plugins for Nushell, providing 10-50x speed improvements over HTTP APIs. Plugins handle critical functionality: templates, configuration, encryption, orchestration, and secrets management.","breadcrumbs":"Nushell Plugins » Nushell Plugins","id":"745","title":"Nushell Plugins"},"746":{"body":"","breadcrumbs":"Nushell Plugins » Overview","id":"746","title":"Overview"},"747":{"body":"Plugins provide significant performance improvements for frequently-used operations: Plugin Speed Improvement Use Case nu_plugin_tera 10-15x faster Template rendering nu_plugin_nickel 5-8x faster Configuration processing nu_plugin_orchestrator 30-50x faster Query orchestrator state nu_plugin_kms 10x faster Encryption/decryption nu_plugin_auth 5x faster Authentication operations","breadcrumbs":"Nushell Plugins » Performance Benefits","id":"747","title":"Performance Benefits"},"748":{"body":"All plugins install automatically with Provisioning: # Automatic installation during setup\\nprovisioning install # Or manual installation\\ncd /path/to/provisioning\\n./scripts/install-plugins.nu # Verify installation\\nprovisioning plugins list","breadcrumbs":"Nushell Plugins » Installation","id":"748","title":"Installation"},"749":{"body":"# List installed plugins with versions\\nprovisioning plugins list # Check plugin status\\nprovisioning plugins status # Update all plugins\\nprovisioning plugins update --all # Update specific plugin\\nprovisioning plugins update nu_plugin_tera # Remove plugin\\nprovisioning plugins remove nu_plugin_tera","breadcrumbs":"Nushell Plugins » Plugin Management","id":"749","title":"Plugin Management"},"75":{"body":"# SSH into server\\nprovisioning server ssh web-01 # Inside server - verify containerd\\nsudo systemctl status containerd\\nsudo ctr version # Exit server\\nexit","breadcrumbs":"Quick Start » Step 6: Verify Deployment (30 seconds)","id":"75","title":"Step 6: Verify Deployment (30 seconds)"},"750":{"body":"","breadcrumbs":"Nushell Plugins » Core Plugins (Priority)","id":"750","title":"Core Plugins (Priority)"},"751":{"body":"Template Rendering Engine Nushell plugin for Tera template processing (Jinja2-style syntax). # Install\\nprovisioning plugins install nu_plugin_tera # Usage in Nushell\\nlet template = \\"Hello {{ name }}!\\"\\nlet context = { name: \\"World\\" }\\n$template | tera render $context\\n# Output: \\"Hello World!\\" Features : Jinja2-compatible syntax Built-in filters and functions Template inheritance Macro support Custom filters via Rust Performance : 10-15x faster than HTTP template service Use Cases : Generating infrastructure configurations Creating dynamic scripts Building deployment templates Rendering documentation Example: Generate infrastructure config : let infra_template = \\"\\n{ servers = [ {% for server in servers %} { name = \\\\\\"{{ server.name }}\\\\\\" cpu = {{ server.cpu }} memory = {{ server.memory }} } {% if not loop.last %},{% endif %} {% endfor %} ]\\n}\\n\\" let servers = [ { name: \\"web-01\\", cpu: 4, memory: 8 } { name: \\"web-02\\", cpu: 4, memory: 8 }\\n] $infra_template | tera render { servers: $servers }","breadcrumbs":"Nushell Plugins » 1. nu_plugin_tera","id":"751","title":"1. nu_plugin_tera"},"752":{"body":"Nickel Configuration Plugin Native Nickel compilation and validation in Nushell. # Install\\nprovisioning plugins install nu_plugin_nickel # Usage in Nushell\\nlet nickel_code = \'{ name = \\"server\\", cpu = 4 }\'\\n$nickel_code | nickel eval\\n# Output: { name: \\"server\\", cpu: 4 } Features : Parse and evaluate Nickel expressions Type checking and validation Schema enforcement Merge configurations Generate JSON/YAML output Performance : 5-8x faster than CLI invocation Use Cases : Validate infrastructure definitions Process Nickel schemas Merge configuration files Generate typed configurations Example: Validate and merge configs : let base_config = open base.ncl | nickel eval\\nlet env_config = open prod-defaults.ncl | nickel eval let merged = $base_config | nickel merge $env_config\\n$merged | nickel validate --schema infrastructure-schema.ncl","breadcrumbs":"Nushell Plugins » 2. nu_plugin_nickel","id":"752","title":"2. nu_plugin_nickel"},"753":{"body":"Internationalization (i18n) Plugin Fluent translation system for multi-language support. # Install\\nprovisioning plugins install nu_plugin_fluent # Usage in Nushell\\nfluent load \\"./locales\\"\\nfluent set-locale \\"es-ES\\"\\nfluent get \\"help-infra-server-create\\"\\n# Output: \\"Crear un nuevo servidor\\" Features : Load Fluent catalogs (.ftl files) Dynamic locale switching Pluralization support Fallback chains Translation coverage reports Performance : Native Rust implementation, <1ms per translation Use Cases : CLI help text in multiple languages Form labels and prompts Error messages Interactive guides Supported Locales : en-US (English) es-ES (Spanish) pt-BR (Portuguese - planned) fr-FR (French - planned) ja-JP (Japanese - planned) Example: Multi-language help system : fluent load \\"provisioning/locales\\" # Spanish help\\nfluent set-locale \\"es-ES\\"\\nfluent get \\"help-main-title\\" # \\"SISTEMA DE PROVISIÓN\\" # English help (fallback)\\nfluent set-locale \\"fr-FR\\"\\nfluent get \\"help-main-title\\" # Falls back to \\"PROVISIONING SYSTEM\\"","breadcrumbs":"Nushell Plugins » 3. nu_plugin_fluent","id":"753","title":"3. nu_plugin_fluent"},"754":{"body":"Post-Quantum Cryptography Vault SecretumVault integration for quantum-resistant secret storage. # Install\\nprovisioning plugins install nu_plugin_secretumvault # Usage in Nushell\\nsecretumvault-plugin store \\"api-key\\" \\"secret-value\\"\\nlet key = secretumvault-plugin retrieve \\"api-key\\"\\nsecretumvault-plugin delete \\"api-key\\" Features : CRYSTALS-Kyber encryption (post-quantum) Hybrid encryption (PQC + AES-256) Secure credential injection Key rotation Audit logging Performance : <100ms for encrypt/decrypt operations Use Cases : Store infrastructure credentials Manage API keys Handle database passwords Secure configuration values Example: Secure credential management : # Store credentials in vault\\nsecretumvault-plugin store \\"aws-access-key\\" \\"AKIAIOSFODNN7EXAMPLE\\"\\nsecretumvault-plugin store \\"aws-secret-key\\" \\"wJalrXUtnFEMI/K7MDENG/bPxRfiCYEXAMPLEKEY\\" # Retrieve for use\\nlet aws_key = secretumvault-plugin retrieve \\"aws-access-key\\"\\nprovisioning aws configure --access-key $aws_key","breadcrumbs":"Nushell Plugins » 4. nu_plugin_secretumvault","id":"754","title":"4. nu_plugin_secretumvault"},"755":{"body":"","breadcrumbs":"Nushell Plugins » Performance Plugins","id":"755","title":"Performance Plugins"},"756":{"body":"Orchestrator State Query Plugin High-speed queries to orchestrator state and workflow data. # Install\\nprovisioning plugins install nu_plugin_orchestrator # Usage in Nushell\\norchestrator query workflows --filter status=running\\norchestrator query tasks --limit 100\\norchestrator query checkpoints --workflow deploy-k8s Performance : 30-50x faster than HTTP API Queries : Workflows (list, status, logs) Tasks (state, duration, dependencies) Checkpoints (recovery points) History (audit trail) Example: Monitor running workflows : let running = orchestrator query workflows --filter status=running\\n$running | each { | w | print $\\"Workflow: ($w.name) - ($w.progress)%\\"\\n}","breadcrumbs":"Nushell Plugins » 5. nu_plugin_orchestrator","id":"756","title":"5. nu_plugin_orchestrator"},"757":{"body":"Key Management System (Encryption) Plugin Fast encryption/decryption with KMS backends. # Install\\nprovisioning plugins install nu_plugin_kms # Usage in Nushell\\nlet encrypted = \\"secret-data\\" | kms encrypt --algorithm aes-256-gcm\\n$encrypted | kms decrypt Performance : 10x faster than external KMS calls, 5ms encryption Supported Algorithms : AES-256-GCM ChaCha20-Poly1305 Kyber (post-quantum) Falcon (signatures) Features : Symmetric encryption Key derivation (Argon2id, PBKDF2) Authenticated encryption HSM integration (optional) Example: Encrypt infrastructure secrets : let config = open infrastructure.ncl\\nlet encrypted = $config | kms encrypt --key master-key # Decrypt when needed\\nlet decrypted = $encrypted | kms decrypt --key master-key\\n$decrypted | nickel eval","breadcrumbs":"Nushell Plugins » 6. nu_plugin_kms","id":"757","title":"6. nu_plugin_kms"},"758":{"body":"Authentication Plugin Multi-method authentication with keyring integration. # Install\\nprovisioning plugins install nu_plugin_auth # Usage in Nushell\\nlet token = auth login --method jwt --provider openid\\nauth set-token $token\\nauth verify-token Performance : 5x faster local authentication Features : JWT token generation and validation OAuth2 support SAML support OS keyring integration MFA support Methods : JWT (JSON Web Tokens) OAuth2 (GitHub, Google, Microsoft) SAML LDAP Local keyring Example: Authenticate and store credentials : # Login and get token\\nlet token = auth login --method oauth2 --provider github\\nauth set-token $token --store-keyring # Verify authentication\\nauth verify-token # Check if token valid\\nauth whoami # Show current user","breadcrumbs":"Nushell Plugins » 7. nu_plugin_auth","id":"758","title":"7. nu_plugin_auth"},"759":{"body":"","breadcrumbs":"Nushell Plugins » Utility Plugins","id":"759","title":"Utility Plugins"},"76":{"body":"In 5 minutes, you\'ve: Created a workspace for infrastructure management Defined infrastructure using type-safe Nickel schemas Validated configuration before deployment Provisioned a server on your chosen provider Installed and configured containerd Verified the deployment","breadcrumbs":"Quick Start » What You\'ve Accomplished","id":"76","title":"What You\'ve Accomplished"},"760":{"body":"Cryptographic Hashing Plugin Multiple hash algorithms for data integrity. # Install\\nprovisioning plugins install nu_plugin_hashes # Usage in Nushell\\n\\"data\\" | hashes sha256\\n\\"data\\" | hashes blake3 Algorithms : SHA256, SHA512 BLAKE3 MD5 (legacy) SHA1 (legacy)","breadcrumbs":"Nushell Plugins » 8. nu_plugin_hashes","id":"760","title":"8. nu_plugin_hashes"},"761":{"body":"Syntax Highlighting Plugin Code syntax highlighting for display and logging. # Install\\nprovisioning plugins install nu_plugin_highlight # Usage in Nushell\\nopen script.sh | highlight --language bash\\nopen config.ncl | highlight --language nickel Languages : Bash/Shell Nickel YAML JSON Rust SQL Others","breadcrumbs":"Nushell Plugins » 9. nu_plugin_highlight","id":"761","title":"9. nu_plugin_highlight"},"762":{"body":"Image Processing Plugin Image manipulation and format conversion. # Install\\nprovisioning plugins install nu_plugin_image # Usage in Nushell\\nopen diagram.png | image resize --width 800 --height 600\\nopen logo.jpg | image convert --format webp Operations : Resize, crop, rotate Format conversion Compression Metadata extraction","breadcrumbs":"Nushell Plugins » 10. nu_plugin_image","id":"762","title":"10. nu_plugin_image"},"763":{"body":"Clipboard Management Plugin Read/write system clipboard. # Install\\nprovisioning plugins install nu_plugin_clipboard # Usage in Nushell\\n\\"api-key\\" | clipboard copy\\nclipboard paste Features : Copy to clipboard Paste from clipboard Manage clipboard history Cross-platform support","breadcrumbs":"Nushell Plugins » 11. nu_plugin_clipboard","id":"763","title":"11. nu_plugin_clipboard"},"764":{"body":"Desktop Notifications Plugin System notifications for long-running operations. # Install\\nprovisioning plugins install nu_plugin_desktop_notifications # Usage in Nushell\\nnotifications notify \\"Deployment completed\\" --type success\\nnotifications notify \\"Errors detected\\" --type error Features : Success, warning, error notifications Custom titles and messages Sound alerts","breadcrumbs":"Nushell Plugins » 12. nu_plugin_desktop_notifications","id":"764","title":"12. nu_plugin_desktop_notifications"},"765":{"body":"QR Code Generator Plugin Generate QR codes for configuration sharing. # Install\\nprovisioning plugins install nu_plugin_qr_maker # Usage in Nushell\\n\\" [https://example.com/config\\"](https://example.com/config\\") | qr-maker generate --output config.png\\n\\"workspace-setup-command\\" | qr-maker generate --ascii","breadcrumbs":"Nushell Plugins » 13. nu_plugin_qr_maker","id":"765","title":"13. nu_plugin_qr_maker"},"766":{"body":"Port/Network Utilities Plugin Network port management and diagnostics. # Install\\nprovisioning plugins install nu_plugin_port_extension # Usage in Nushell\\nport-extension list-open --port 8080\\nport-extension check-available --port 9000","breadcrumbs":"Nushell Plugins » 14. nu_plugin_port_extension","id":"766","title":"14. nu_plugin_port_extension"},"767":{"body":"","breadcrumbs":"Nushell Plugins » Legacy/Secondary Plugins","id":"767","title":"Legacy/Secondary Plugins"},"768":{"body":"KCL Configuration Plugin (DEPRECATED) Legacy KCL support (Nickel is preferred). ⚠️ Status : Deprecated - Use nu_plugin_nickel instead # Install\\nprovisioning plugins install nu_plugin_kcl # Usage (not recommended)\\nlet config = open config.kcl | kcl eval","breadcrumbs":"Nushell Plugins » 15. nu_plugin_kcl","id":"768","title":"15. nu_plugin_kcl"},"769":{"body":"KCL API Plugin (DEPRECATED) HTTP API wrapper for KCL. ⚠️ Status : Deprecated - Use nu_plugin_nickel instead","breadcrumbs":"Nushell Plugins » 16. api_nu_plugin_kcl","id":"769","title":"16. api_nu_plugin_kcl"},"77":{"body":"","breadcrumbs":"Quick Start » Common Workflows","id":"77","title":"Common Workflows"},"770":{"body":"Interactive Prompts Plugin (HISTORICAL) Old inquiry/prompt system, replaced by TypeDialog. ⚠️ Status : Historical/archived","breadcrumbs":"Nushell Plugins » 17. _nu_plugin_inquire (Historical)","id":"770","title":"17. _nu_plugin_inquire (Historical)"},"771":{"body":"","breadcrumbs":"Nushell Plugins » Plugin Installation & Management","id":"771","title":"Plugin Installation & Management"},"772":{"body":"Automatic with Provisioning : provisioning install\\n# Installs all recommended plugins automatically Selective Installation : # Install specific plugins\\nprovisioning plugins install nu_plugin_tera nu_plugin_nickel nu_plugin_secretumvault # Install plugin category\\nprovisioning plugins install --category core # Essential plugins\\nprovisioning plugins install --category performance # Performance plugins\\nprovisioning plugins install --category utilities # Utility plugins Manual Installation : # Build and install from source\\ncd /Users/Akasha/project-provisioning/plugins/nushell-plugins/nu_plugin_tera\\ncargo install --path . # Then load in Nushell\\nplugin add nu_plugin_tera","breadcrumbs":"Nushell Plugins » Installation Methods","id":"772","title":"Installation Methods"},"773":{"body":"Plugin Loading in Nushell : # In env.nu or config.nu\\nplugin add nu_plugin_tera\\nplugin add nu_plugin_nickel\\nplugin add nu_plugin_secretumvault\\nplugin add nu_plugin_fluent\\nplugin add nu_plugin_auth\\nplugin add nu_plugin_kms\\nplugin add nu_plugin_orchestrator # And more... Plugin Status : # Check all plugins\\nprovisioning plugins list # Check specific plugin\\nprovisioning plugins status nu_plugin_tera # Detailed information\\nprovisioning plugins info nu_plugin_tera --verbose","breadcrumbs":"Nushell Plugins » Configuration","id":"773","title":"Configuration"},"774":{"body":"","breadcrumbs":"Nushell Plugins » Best Practices","id":"774","title":"Best Practices"},"775":{"body":"✅ Processing large amounts of data (templates, config) ✅ Sensitive operations (encryption, secrets) ✅ Frequent operations (queries, auth) ✅ Performance critical paths","breadcrumbs":"Nushell Plugins » Use Plugins When","id":"775","title":"Use Plugins When"},"776":{"body":"❌ Plugin not installed (automatic fallback) ❌ Older Nushell version incompatible ❌ Special features only in API # Plugins have automatic fallback\\n# If nu_plugin_tera not available, uses HTTP API automatically\\nlet template = \\"{{ name }}\\" | tera render { name: \\"test\\" }\\n# Works either way","breadcrumbs":"Nushell Plugins » Fallback to HTTP API When","id":"776","title":"Fallback to HTTP API When"},"777":{"body":"","breadcrumbs":"Nushell Plugins » Troubleshooting","id":"777","title":"Troubleshooting"},"778":{"body":"# Reload Nushell\\nnu # Check plugin errors\\nplugin list --debug # Reinstall plugin\\nprovisioning plugins remove nu_plugin_tera\\nprovisioning plugins install nu_plugin_tera","breadcrumbs":"Nushell Plugins » Plugin Not Loading","id":"778","title":"Plugin Not Loading"},"779":{"body":"# Check plugin status\\nprovisioning plugins status # Monitor plugin usage\\nprovisioning monitor plugins # Profile plugin calls\\nprovisioning profile nu_plugin_tera","breadcrumbs":"Nushell Plugins » Performance Issues","id":"779","title":"Performance Issues"},"78":{"body":"# List all servers\\nprovisioning server list # List task services\\nprovisioning taskserv list # Show workspace info\\nprovisioning workspace info","breadcrumbs":"Quick Start » List Resources","id":"78","title":"List Resources"},"780":{"body":"Features Overview - Feature list Nushell Libraries - Core libraries CLI Architecture - Command dispatch Performance Optimization - Monitoring","breadcrumbs":"Nushell Plugins » Related Documentation","id":"780","title":"Related Documentation"},"781":{"body":"Provisioning includes comprehensive multilingual support for help text, forms, and interactive interfaces. The system uses Mozilla Fluent for translations with automatic fallback chains.","breadcrumbs":"Multilingual Support » Multilingual Support","id":"781","title":"Multilingual Support"},"782":{"body":"Currently supported with 100% translation coverage: Language Locale Status Strings English (US) en-US ✅ Complete 245 Spanish (Spain) es-ES ✅ Complete 245 Portuguese (Brazil) pt-BR 🔄 Planned - French (France) fr-FR 🔄 Planned - Japanese (Japan) ja-JP 🔄 Planned - Coverage Requirement : 95% of strings translated to critical locales (en-US, es-ES).","breadcrumbs":"Multilingual Support » Supported Languages","id":"782","title":"Supported Languages"},"783":{"body":"","breadcrumbs":"Multilingual Support » Using Different Languages","id":"783","title":"Using Different Languages"},"784":{"body":"Select language using the LANG environment variable: # English (default)\\nprovisioning help infrastructure # Spanish\\nLANG=es_ES provisioning help infrastructure # Fallback to English if locale not available\\nLANG=fr_FR provisioning help infrastructure\\n# Output: English (en-US) [fallback chain]","breadcrumbs":"Multilingual Support » Setting Language via Environment Variable","id":"784","title":"Setting Language via Environment Variable"},"785":{"body":"Language selection follows this order: Check LANG environment variable (e.g., es_ES) Match to configured locale (es-ES) If not found, follow fallback chain (es-ES → en-US) Default to en-US if no match Format : LANG uses underscore (es_ES), locales use hyphen (es-ES). System handles conversion automatically.","breadcrumbs":"Multilingual Support » Locale Resolution","id":"785","title":"Locale Resolution"},"786":{"body":"","breadcrumbs":"Multilingual Support » Translation System Architecture","id":"786","title":"Translation System Architecture"},"787":{"body":"All translations use Mozilla Fluent (.ftl files), which provides: Simple Syntax : Key-value pairs with rich formatting Pluralization : Support for language-specific plural rules Attributes : Multiple values per key for contextual translation Automatic Fallback : Chain resolution when keys missing Extensibility : Support for custom formatting functions Example Fluent syntax : help-infra-server-create = Create a new server\\nform-database_type-option-postgres = PostgreSQL (Recommended)\\nform-replicas-prompt = Number of replicas\\nform-replicas-help = How many replicas to run","breadcrumbs":"Multilingual Support » Mozilla Fluent Format","id":"787","title":"Mozilla Fluent Format"},"788":{"body":"provisioning/locales/\\n├── i18n-config.toml # Central i18n configuration\\n├── en-US/ # English base language\\n│ ├── help.ftl # Help system strings (65 keys)\\n│ └── forms.ftl # Form strings (180 keys)\\n└── es-ES/ # Spanish translations ├── help.ftl # Help system translations └── forms.ftl # Form translations String Categories : help.ftl (65 strings): Help text, menu items, category descriptions, error messages forms.ftl (180 strings): Form labels, placeholders, help text, options","breadcrumbs":"Multilingual Support » File Organization","id":"788","title":"File Organization"},"789":{"body":"Help system provides multi-language support for all command categories:","breadcrumbs":"Multilingual Support » Help System Translations","id":"789","title":"Help System Translations"},"79":{"body":"# Edit infrastructure schema\\nnano infra/demo-server.ncl # Validate changes\\nprovisioning validate config --infra demo-server # Apply changes\\nprovisioning server update --infra demo-server","breadcrumbs":"Quick Start » Modify Infrastructure","id":"79","title":"Modify Infrastructure"},"790":{"body":"Category Coverage Example Keys Infrastructure ✅ 21 strings server commands, taskserv, clusters, VMs Orchestration ✅ 18 strings workflows, batch operations, orchestrator Workspace ✅ Complete workspace management, templates Setup ✅ Complete system configuration, initialization Authentication ✅ Complete JWT, MFA, sessions Platform ✅ Complete services, Control Center, MCP Development ✅ Complete modules, versions, plugins Utilities ✅ Complete providers, SOPS, SSH","breadcrumbs":"Multilingual Support » Categories Covered","id":"790","title":"Categories Covered"},"791":{"body":"$ LANG=es_ES provisioning help infrastructure\\nSERVIDOR E INFRAESTRUCTURA\\nGestión de servidores, taskserv, clusters, VM e infraestructura. COMANDOS DE SERVIDOR server create Crear un nuevo servidor server delete Eliminar un servidor existente server list Listar todos los servidores server status Ver estado de un servidor COMANDOS DE TASKSERV taskserv create Crear un nuevo servicio de tarea taskserv delete Eliminar un servicio de tarea taskserv configure Configurar un servicio de tarea taskserv status Ver estado del servicio de tarea","breadcrumbs":"Multilingual Support » Example: Help Output in Spanish","id":"791","title":"Example: Help Output in Spanish"},"792":{"body":"Interactive forms automatically use the selected language:","breadcrumbs":"Multilingual Support » Form Translations (TypeDialog Integration)","id":"792","title":"Form Translations (TypeDialog Integration)"},"793":{"body":"Project information, database configuration, API settings, deployment options, security, etc. # English form\\n$ provisioning setup profile\\n📦 Project name: [my-app] # Spanish form\\n$ LANG=es_ES provisioning setup profile\\n📦 Nombre del proyecto: [mi-app]","breadcrumbs":"Multilingual Support » Setup Form","id":"793","title":"Setup Form"},"794":{"body":"Each form field has four translated strings: Component Purpose Example en-US Example es-ES prompt Field label \\"Project name\\" \\"Nombre del proyecto\\" help Helper text \\"Project name (lowercase alphanumeric with hyphens)\\" \\"Nombre del proyecto (minúsculas alfanuméricas con guiones)\\" placeholder Example value \\"my-app\\" \\"mi-app\\" option Dropdown choice \\"PostgreSQL (Recommended)\\" \\"PostgreSQL (Recomendado)\\"","breadcrumbs":"Multilingual Support » Translated Form Fields","id":"794","title":"Translated Form Fields"},"795":{"body":"Unified Setup : Project info, database, API, deployment, security, terms Authentication : Login form (username, password, remember me, forgot password) Setup Wizard : Quick/standard/advanced modes MFA Enrollment : TOTP, SMS, backup codes, device management Infrastructure : Delete confirmations, resource prompts, data retention","breadcrumbs":"Multilingual Support » Supported Forms","id":"795","title":"Supported Forms"},"796":{"body":"When a translation string is missing, the system automatically falls back to the parent locale: # From i18n-config.toml\\n[fallback_chains]\\nes-ES = [\\"en-US\\"]\\npt-BR = [\\"pt-PT\\", \\"es-ES\\", \\"en-US\\"]\\nfr-FR = [\\"en-US\\"]\\nja-JP = [\\"en-US\\"] Resolution Example : User requests Spanish (es-ES): provisioning help Look for string in es-ES/help.ftl If missing, fallback to en-US (help-infra-server-create = \\"Create a new server\\") If still missing, use literal key name as display text","breadcrumbs":"Multilingual Support » Fallback Chain Configuration","id":"796","title":"Fallback Chain Configuration"},"797":{"body":"","breadcrumbs":"Multilingual Support » Adding New Languages","id":"797","title":"Adding New Languages"},"798":{"body":"Edit provisioning/locales/i18n-config.toml: [locales.pt-BR]\\nname = \\"Portuguese (Brazil)\\"\\ndirection = \\"ltr\\"\\nplurals = 2\\ndecimal_separator = \\",\\"\\nthousands_separator = \\".\\"\\ndate_format = \\"DD/MM/YYYY\\" [fallback_chains]\\npt-BR = [\\"pt-PT\\", \\"es-ES\\", \\"en-US\\"] Configuration Fields : name : Display name of locale direction : Text direction (ltr/rtl) plurals : Number of plural forms (1-6 depending on language) decimal_separator : Locale-specific decimal format thousands_separator : Number formatting date_format : Locale-specific date format currency_symbol : Currency symbol (optional) currency_position : \\"prefix\\" or \\"suffix\\" (optional)","breadcrumbs":"Multilingual Support » 1. Add Locale Configuration","id":"798","title":"1. Add Locale Configuration"},"799":{"body":"mkdir -p provisioning/locales/pt-BR","breadcrumbs":"Multilingual Support » 2. Create Locale Directory","id":"799","title":"2. Create Locale Directory"},"8":{"body":"See project LICENSE file for details.","breadcrumbs":"Introduction » License","id":"8","title":"License"},"80":{"body":"# Remove task service\\nprovisioning taskserv delete containerd --infra demo-server # Delete server\\nprovisioning server delete web-01 --yes # Remove workspace\\ncd ..\\nrm -rf quickstart-demo","breadcrumbs":"Quick Start » Cleanup","id":"80","title":"Cleanup"},"800":{"body":"Copy English files as base: cp provisioning/locales/en-US/help.ftl provisioning/locales/pt-BR/help.ftl\\ncp provisioning/locales/en-US/forms.ftl provisioning/locales/pt-BR/forms.ftl","breadcrumbs":"Multilingual Support » 3. Create Translation Files","id":"800","title":"3. Create Translation Files"},"801":{"body":"Edit pt-BR/help.ftl and pt-BR/forms.ftl with translated content. Follow naming conventions: # Help strings: help-{category}-{element}\\nhelp-infra-server-create = Criar um novo servidor # Form prompts: form-{element}-prompt\\nform-project_name-prompt = Nome do projeto # Form help: form-{element}-help\\nform-project_name-help = Nome do projeto (alfanumérico minúsculo com hífens) # Form options: form-{element}-option-{value}\\nform-database_type-option-postgres = PostgreSQL (Recomendado)","breadcrumbs":"Multilingual Support » 4. Translate Strings","id":"801","title":"4. Translate Strings"},"802":{"body":"Check coverage and syntax: # Validate Fluent file syntax\\nprovisioning i18n validate --locale pt-BR # Check translation coverage\\nprovisioning i18n coverage --locale pt-BR # List missing translations\\nprovisioning i18n missing --locale pt-BR","breadcrumbs":"Multilingual Support » 5. Validate Translation","id":"802","title":"5. Validate Translation"},"803":{"body":"Document new language support in translations_status.md.","breadcrumbs":"Multilingual Support » 6. Update Documentation","id":"803","title":"6. Update Documentation"},"804":{"body":"","breadcrumbs":"Multilingual Support » Validation & Quality Standards","id":"804","title":"Validation & Quality Standards"},"805":{"body":"Naming Conventions (REQUIRED): Help strings: help-{category}-{element} (e.g., help-infra-server-create) Form prompts: form-{element}-prompt (e.g., form-project_name-prompt) Form help: form-{element}-help (e.g., form-project_name-help) Form placeholders: form-{element}-placeholder Form options: form-{element}-option-{value} (e.g., form-database_type-option-postgres) Section headers: section-{name}-title Coverage Requirements : Critical Locales : en-US, es-ES require 95% minimum coverage Warning Threshold : 80% triggers warnings during build Incomplete Locales : 0% coverage allowed (inherit via fallback chain)","breadcrumbs":"Multilingual Support » Translation Quality Rules","id":"805","title":"Translation Quality Rules"},"806":{"body":"Test translations via different methods: # Test help system in Spanish\\nLANG=es_ES provisioning help infrastructure # Test form display in Spanish\\nLANG=es_ES provisioning setup profile # Validate all translation files\\nprovisioning i18n validate --all # Generate coverage report\\nprovisioning i18n coverage --format=json > coverage.json","breadcrumbs":"Multilingual Support » Testing Localization","id":"806","title":"Testing Localization"},"807":{"body":"","breadcrumbs":"Multilingual Support » Implementation Details","id":"807","title":"Implementation Details"},"808":{"body":"TypeDialog forms reference Fluent keys via locales_path configuration: # In form.toml\\nlocales_path = \\"../../../locales\\" [[elements]]\\nname = \\"project_name\\"\\nprompt = \\"form-project_name-prompt\\" # References: locales/*/forms.ftl\\nhelp = \\"form-project_name-help\\"\\nplaceholder = \\"form-project_name-placeholder\\" Resolution Process : Read locales_path from form configuration Check LANG environment variable (converted to locale format: es_ES → es-ES) Load Fluent file (e.g., locales/es-ES/forms.ftl) Resolve string key → value If key missing, follow fallback chain If still missing, use literal key name","breadcrumbs":"Multilingual Support » TypeDialog Integration","id":"808","title":"TypeDialog Integration"},"809":{"body":"Help system uses Fluent catalog loader in provisioning/core/nulib/main_provisioning/help_system.nu: # Load help strings for current locale\\nlet help_strings = (load_fluent_catalog $locale) # Display localized help text\\nprint ($help_strings | get help-infrastructure-title)","breadcrumbs":"Multilingual Support » Help System Integration","id":"809","title":"Help System Integration"},"81":{"body":"","breadcrumbs":"Quick Start » Next Steps","id":"81","title":"Next Steps"},"810":{"body":"","breadcrumbs":"Multilingual Support » Maintenance","id":"810","title":"Maintenance"},"811":{"body":"When new help text or forms are added: Add English strings to en-US/help.ftl or en-US/forms.ftl Add Spanish translations to es-ES/help.ftl or es-ES/forms.ftl Run validation: provisioning i18n validate Update translations_status.md with new counts If coverage drops below 95%, fix before release","breadcrumbs":"Multilingual Support » Adding New Translations","id":"811","title":"Adding New Translations"},"812":{"body":"To modify existing translated string: Edit key in en-US/*.ftl and all locale-specific files Run validation to ensure consistency Test in both languages: LANG=en_US provisioning help and LANG=es_ES provisioning help","breadcrumbs":"Multilingual Support » Updating Existing Translations","id":"812","title":"Updating Existing Translations"},"813":{"body":"Last Updated : 2026-01-13 | Status : 100% Complete","breadcrumbs":"Multilingual Support » Current Translation Status","id":"813","title":"Current Translation Status"},"814":{"body":"Component en-US es-ES Status Help System 65 65 ✅ Complete Forms 180 180 ✅ Complete Total 245 245 ✅ Complete","breadcrumbs":"Multilingual Support » String Count","id":"814","title":"String Count"},"815":{"body":"Feature Status Purpose Pluralization ✅ Enabled Support language-specific plural rules Number Formatting ✅ Enabled Locale-specific number/currency formatting Date Formatting ✅ Enabled Locale-specific date display Fallback Chains ✅ Enabled Automatic fallback to English Gender Agreement ⚠️ Disabled Not needed for Spanish help strings RTL Support ⚠️ Disabled No RTL languages configured yet","breadcrumbs":"Multilingual Support » Features Enabled","id":"815","title":"Features Enabled"},"816":{"body":"System Setup - Configure Provisioning after installation Workspace Management - Workspace configuration and usage Design Principles - Architecture and design API Reference - CLI commands and help system","breadcrumbs":"Multilingual Support » Related Documentation","id":"816","title":"Related Documentation"},"817":{"body":"Production deployment, monitoring, maintenance, and operational best practices for running Provisioning infrastructure at scale.","breadcrumbs":"Operations Overview » Operations","id":"817","title":"Operations"},"818":{"body":"This section covers everything needed to operate Provisioning in production: Deployment strategies - Single-cloud, multi-cloud, hybrid with zero-downtime updates Service management - Microservice lifecycle, scaling, health checks, failover Observability - Metrics (Prometheus), logs (ELK), traces (Jaeger), dashboards Incident response - Detection, triage, remediation, postmortem automation Backup & recovery - Strategies, testing, disaster recovery, point-in-time restore Performance optimization - Profiling, caching, scaling, resource optimization Troubleshooting - Debugging, log analysis, diagnostic tools, support","breadcrumbs":"Operations Overview » Overview","id":"818","title":"Overview"},"819":{"body":"","breadcrumbs":"Operations Overview » Operational Guides","id":"819","title":"Operational Guides"},"82":{"body":"Ready for something more complex? # infra/kubernetes-cluster.ncl\\n{ metadata = { name = \\"k8s-cluster\\" provider = \\"upcloud\\" } infrastructure = { servers = [ {name = \\"control-01\\", plan = \\"medium\\", role = \\"control\\"} {name = \\"worker-01\\", plan = \\"large\\", role = \\"worker\\"} {name = \\"worker-02\\", plan = \\"large\\", role = \\"worker\\"} ] } services = { taskservs = [\\"kubernetes\\", \\"cilium\\", \\"rook-ceph\\"] }\\n} provisioning server create --infra kubernetes-cluster --yes\\nprovisioning taskserv create kubernetes --infra kubernetes-cluster","breadcrumbs":"Quick Start » Deploy Kubernetes","id":"82","title":"Deploy Kubernetes"},"820":{"body":"Deployment Modes - Single-cloud, multi-cloud, hybrid, canary, blue-green, rolling updates with zero downtime. Service Management - Microservice lifecycle, scaling policies, health checks, graceful shutdown, rolling restarts. Platform Installer - TUI and unattended installation, provider setup, workspace creation, post-install configuration.","breadcrumbs":"Operations Overview » Deployment and Management","id":"820","title":"Deployment and Management"},"821":{"body":"Monitoring Setup - Prometheus metrics, Grafana dashboards, alerting rules, SLO monitoring, 12 microservices Logging and Analysis - Centralized logging with ELK Stack, log aggregation, filtering, searching, performance analysis. Distributed Tracing - Jaeger integration, span collection, trace visualization, latency analysis across microservices.","breadcrumbs":"Operations Overview » Monitoring and Observability","id":"821","title":"Monitoring and Observability"},"822":{"body":"Incident Response - Severity levels, triage, investigation, mitigation, escalation, postmortem Backup Strategies - Full, incremental, PITR backups with RTO/RPO targets, testing procedures, recovery workflows. Disaster Recovery - DR planning, failover procedures, failback strategies, RTO/RPO targets, testing schedules. Performance Optimization - Profiling, bottlenecks, caching strategies, connection pooling, right-sizing","breadcrumbs":"Operations Overview » Resilience and Recovery","id":"822","title":"Resilience and Recovery"},"823":{"body":"Troubleshooting Guide - Common issues, debugging techniques, log analysis, diagnostic tools, support resources. Platform Health - Health check procedures, system status, component status, SLO metrics, error budgets.","breadcrumbs":"Operations Overview » Troubleshooting","id":"823","title":"Troubleshooting"},"824":{"body":"","breadcrumbs":"Operations Overview » Operational Workflows","id":"824","title":"Operational Workflows"},"825":{"body":"Follow: Deployment Modes → Service Management → Monitoring Setup","breadcrumbs":"Operations Overview » I\'m deploying to production","id":"825","title":"I\'m deploying to production"},"826":{"body":"Setup: Monitoring Setup for metrics, Logging and Analysis for logs, Distributed Tracing for traces","breadcrumbs":"Operations Overview » I need to monitor infrastructure","id":"826","title":"I need to monitor infrastructure"},"827":{"body":"Execute: Incident Response with triage, investigation, mitigation, escalation","breadcrumbs":"Operations Overview » I\'m experiencing an incident","id":"827","title":"I\'m experiencing an incident"},"828":{"body":"Implement: Backup Strategies with testing, Disaster Recovery for major outages","breadcrumbs":"Operations Overview » I need to backup and recover","id":"828","title":"I need to backup and recover"},"829":{"body":"Follow: Performance Optimization for profiling and tuning","breadcrumbs":"Operations Overview » I need to optimize performance","id":"829","title":"I need to optimize performance"},"83":{"body":"Deploy to multiple providers simultaneously: # infra/multi-cloud.ncl\\n{ batch_workflow = { operations = [ { id = \\"aws-cluster\\" provider = \\"aws\\" servers = [{name = \\"aws-web-01\\", plan = \\"t3.medium\\"}] } { id = \\"upcloud-cluster\\" provider = \\"upcloud\\" servers = [{name = \\"upcloud-web-01\\", plan = \\"medium\\"}] } ] }\\n} provisioning batch submit infra/multi-cloud.ncl","breadcrumbs":"Quick Start » Multi-Cloud Deployment","id":"83","title":"Multi-Cloud Deployment"},"830":{"body":"Consult: Troubleshooting Guide for common issues and solutions","breadcrumbs":"Operations Overview » I need help troubleshooting","id":"830","title":"I need help troubleshooting"},"831":{"body":"Development ↓\\nStaging (test all) ↓\\nCanary (1% traffic) ↓\\nRolling (increase % gradually) ↓\\nProduction (100%)","breadcrumbs":"Operations Overview » Deployment Architecture","id":"831","title":"Deployment Architecture"},"832":{"body":"Service Availability P99 Latency Error Budget API Gateway 99.99% <100ms 4m 26s/month Orchestrator 99.9% <500ms 43m 46s/month Control-Center 99.95% <300ms 21m 56s/month Detector 99.5% <2s 3h 36s/month All Others 99.9% <1s 43m 46s/month","breadcrumbs":"Operations Overview » SLO Targets","id":"832","title":"SLO Targets"},"833":{"body":"Metrics - Prometheus (15s scrape interval, 15d retention) Logs - ELK Stack (Elasticsearch, Logstash, Kibana) with 30d retention Traces - Jaeger (sampling 10%, 24h retention) Dashboards - Grafana with pre-built dashboards per microservice Alerting - AlertManager with escalation rules and notification channels","breadcrumbs":"Operations Overview » Monitoring Stack","id":"833","title":"Monitoring Stack"},"834":{"body":"# Check system health\\nprovisioning status health # View metrics\\nprovisioning metrics view --service orchestrator # Check SLO status\\nprovisioning slo status # Run diagnostics\\nprovisioning diagnose system # Backup infrastructure\\nprovisioning backup create --name daily-$(date +%Y%m%d) # Restore from backup\\nprovisioning backup restore --backup-id backup-id","breadcrumbs":"Operations Overview » Operational Commands","id":"834","title":"Operational Commands"},"835":{"body":"Architecture → See provisioning/docs/src/architecture/ Features → See provisioning/docs/src/features/ Development → See provisioning/docs/src/development/ Security → See provisioning/docs/src/security/ Examples → See provisioning/docs/src/examples/","breadcrumbs":"Operations Overview » Related Documentation","id":"835","title":"Related Documentation"},"836":{"body":"The Provisioning platform supports three deployment modes designed for different operational contexts: interactive TUI for guided setup, headless CLI for automation, and unattended mode for CI/CD pipelines.","breadcrumbs":"Deployment Modes » Deployment Modes","id":"836","title":"Deployment Modes"},"837":{"body":"Deployment modes determine how the platform installer and orchestrator interact with the environment: Mode Use Case User Interaction Configuration Rollback Interactive TUI First-time setup, exploration Full interactive terminal UI Guided wizard Manual intervention Headless CLI Scripted automation Command-line flags only Pre-configured files Automatic checkpoint Unattended CI/CD pipelines Zero interaction Config file required Automatic rollback","breadcrumbs":"Deployment Modes » Overview","id":"837","title":"Overview"},"838":{"body":"Beautiful terminal user interface for guided platform installation and configuration.","breadcrumbs":"Deployment Modes » Interactive TUI Mode","id":"838","title":"Interactive TUI Mode"},"839":{"body":"First-time platform installation Exploring configuration options Learning platform features Development and testing environments Manual infrastructure provisioning","breadcrumbs":"Deployment Modes » When to Use","id":"839","title":"When to Use"},"84":{"body":"Access built-in guides for comprehensive walkthroughs: # Quick command reference\\nprovisioning sc # Complete from-scratch guide\\nprovisioning guide from-scratch # Customization patterns\\nprovisioning guide customize","breadcrumbs":"Quick Start » Use Interactive Guides","id":"84","title":"Use Interactive Guides"},"840":{"body":"Seven interactive screens with real-time validation: Welcome Screen - Platform overview and prerequisites check Deployment Mode Selection - Solo, MultiUser, CICD, Enterprise Component Selection - Choose platform services to install Configuration Builder - Interactive settings editor Provider Setup - Cloud provider credentials and configuration Review and Confirm - Summary before installation Installation Progress - Real-time tracking with checkpoint recovery","breadcrumbs":"Deployment Modes » Features","id":"840","title":"Features"},"841":{"body":"# Launch interactive installer\\nprovisioning-installer # Or via main CLI\\nprovisioning install --mode tui","breadcrumbs":"Deployment Modes » Starting Interactive Mode","id":"841","title":"Starting Interactive Mode"},"842":{"body":"Tab/Shift+Tab - Navigate fields\\nEnter - Select/confirm\\nEsc - Cancel/go back\\nArrow keys - Navigate lists\\nSpace - Toggle checkboxes\\nCtrl+C - Exit installer","breadcrumbs":"Deployment Modes » Navigation","id":"842","title":"Navigation"},"843":{"body":"Command-line interface for scripted automation without graphical interface.","breadcrumbs":"Deployment Modes » Headless CLI Mode","id":"843","title":"Headless CLI Mode"},"844":{"body":"Automated deployment scripts Remote server installation via SSH Reproducible infrastructure provisioning Configuration management systems Batch deployments across multiple servers","breadcrumbs":"Deployment Modes » When to Use","id":"844","title":"When to Use"},"845":{"body":"Non-interactive installation Configuration via command-line flags Pre-validation of all inputs Structured JSON/YAML output Exit codes for script integration Checkpoint-based recovery","breadcrumbs":"Deployment Modes » Features","id":"845","title":"Features"},"846":{"body":"provisioning-installer --headless \\\\ --mode <sol| o multiuse| r cic| d enterprise> \\\\ --components <comma-separated-list> \\\\ --storage-path <path> \\\\ --database <backend> \\\\ --log-level <level> \\\\ [--yes] \\\\ [--config <file>]","breadcrumbs":"Deployment Modes » Command Syntax","id":"846","title":"Command Syntax"},"847":{"body":"Solo developer setup: provisioning-installer --headless \\\\ --mode solo \\\\ --components orchestrator,control-center \\\\ --yes CI/CD pipeline deployment: provisioning-installer --headless \\\\ --mode cicd \\\\ --components orchestrator,vault-service \\\\ --database surrealdb \\\\ --yes Enterprise production deployment: provisioning-installer --headless \\\\ --mode enterprise \\\\ --config /etc/provisioning/enterprise.toml \\\\ --yes","breadcrumbs":"Deployment Modes » Example Deployments","id":"847","title":"Example Deployments"},"848":{"body":"Zero-interaction deployment for fully automated CI/CD pipelines.","breadcrumbs":"Deployment Modes » Unattended Mode","id":"848","title":"Unattended Mode"},"849":{"body":"Continuous integration pipelines Continuous deployment workflows Infrastructure as Code provisioning Automated testing environments Container image builds Cloud instance initialization","breadcrumbs":"Deployment Modes » When to Use","id":"849","title":"When to Use"},"85":{"body":"","breadcrumbs":"Quick Start » Troubleshooting Quick Issues","id":"85","title":"Troubleshooting Quick Issues"},"850":{"body":"Configuration file must exist and be valid All required dependencies must be installed Sufficient system resources must be available Network connectivity to required services Appropriate file system permissions","breadcrumbs":"Deployment Modes » Requirements","id":"850","title":"Requirements"},"851":{"body":"provisioning-installer --unattended --config <config-file>","breadcrumbs":"Deployment Modes » Command Syntax","id":"851","title":"Command Syntax"},"852":{"body":"GitHub Actions workflow: name: Deploy Provisioning Platform\\non: push: branches: [main] jobs: deploy: runs-on: ubuntu-latest steps: - uses: actions/checkout@v3 - name: Install prerequisites run: | curl -sSL [https://install.nushell.sh](https://install.nushell.sh) | sh curl -sSL [https://install.nickel-lang.org](https://install.nickel-lang.org) | sh - name: Deploy provisioning platform env: PROVISIONING_DB_PASSWORD: ${{ secrets.DB_PASSWORD }} UPCLOUD_API_TOKEN: ${{ secrets.UPCLOUD_TOKEN }} run: | provisioning-installer --unattended --config ci-config.toml - name: Verify deployment run: | curl -f [http://localhost:8080/health](http://localhost:8080/health) | | exit 1","breadcrumbs":"Deployment Modes » Example CI/CD Integrations","id":"852","title":"Example CI/CD Integrations"},"853":{"body":"","breadcrumbs":"Deployment Modes » Resource Requirements by Mode","id":"853","title":"Resource Requirements by Mode"},"854":{"body":"Minimum: 2 CPU, 4GB RAM, 20GB disk Recommended: 4 CPU, 8GB RAM, 50GB disk","breadcrumbs":"Deployment Modes » Solo Mode","id":"854","title":"Solo Mode"},"855":{"body":"Minimum: 4 CPU, 8GB RAM, 50GB disk Recommended: 8 CPU, 16GB RAM, 100GB disk","breadcrumbs":"Deployment Modes » MultiUser Mode","id":"855","title":"MultiUser Mode"},"856":{"body":"Minimum: 8 CPU, 16GB RAM, 100GB disk Recommended: 16 CPU, 32GB RAM, 500GB disk","breadcrumbs":"Deployment Modes » CICD Mode","id":"856","title":"CICD Mode"},"857":{"body":"Minimum: 16 CPU, 32GB RAM, 500GB disk Recommended: 32+ CPU, 64GB+ RAM, 1TB+ disk","breadcrumbs":"Deployment Modes » Enterprise Mode","id":"857","title":"Enterprise Mode"},"858":{"body":"Scenario Recommended Mode Rationale First-time installation Interactive TUI Guided setup with validation Manual production setup Interactive TUI Review all settings before deployment Ansible playbook Headless CLI Scriptable without GUI Remote server via SSH Headless CLI Works without terminal UI GitHub Actions Unattended Zero interaction, strict validation Docker image build Unattended Non-interactive environment","breadcrumbs":"Deployment Modes » Choosing the Right Mode","id":"858","title":"Choosing the Right Mode"},"859":{"body":"","breadcrumbs":"Deployment Modes » Best Practices","id":"859","title":"Best Practices"},"86":{"body":"# Check provider connectivity\\nprovisioning providers # Validate credentials\\nprovisioning validate config # Enable debug mode\\nprovisioning --debug server create --infra demo-server","breadcrumbs":"Quick Start » Server creation fails","id":"86","title":"Server creation fails"},"860":{"body":"Review all configuration screens carefully Save configuration for later reuse Document custom settings","breadcrumbs":"Deployment Modes » Interactive TUI Mode","id":"860","title":"Interactive TUI Mode"},"861":{"body":"Test configuration on development environment first Use --check flag for dry-run validation Store configurations in version control Use environment variables for sensitive data","breadcrumbs":"Deployment Modes » Headless CLI Mode","id":"861","title":"Headless CLI Mode"},"862":{"body":"Validate configuration files extensively before CI/CD deployment Test rollback behavior in non-production environments Monitor installation logs in real-time Set up alerting for installation failures Use idempotent operations to allow retry","breadcrumbs":"Deployment Modes » Unattended Mode","id":"862","title":"Unattended Mode"},"863":{"body":"Service Management - Managing installed services Platform Health - Monitoring platform status Troubleshooting - Debugging deployment issues","breadcrumbs":"Deployment Modes » Related Documentation","id":"863","title":"Related Documentation"},"864":{"body":"Managing the nine core platform services that power the Provisioning infrastructure automation platform.","breadcrumbs":"Service Management » Service Management","id":"864","title":"Service Management"},"865":{"body":"The platform consists of nine microservices providing execution, management, and supporting infrastructure: Service Purpose Port Language Status orchestrator Workflow execution and task scheduling 8080 Rust + Nushell Production control-center Backend management API with RBAC 8081 Rust Production control-center-ui Web-based management interface 8082 Web Production mcp-server AI-powered configuration assistance 8083 Nushell Active ai-service Machine learning and anomaly detection 8084 Rust Active vault-service Secrets management and KMS 8085 Rust Production extension-registry OCI registry for extensions 8086 Rust Planned api-gateway Unified REST API routing 8087 Rust Planned provisioning-daemon Background service coordination 8088 Rust Development","breadcrumbs":"Service Management » Platform Services Overview","id":"865","title":"Platform Services Overview"},"866":{"body":"","breadcrumbs":"Service Management » Service Lifecycle Management","id":"866","title":"Service Lifecycle Management"},"867":{"body":"Systemd management (production): # Start individual service\\nsudo systemctl start provisioning-orchestrator # Start all platform services\\nsudo systemctl start provisioning-* # Enable automatic start on boot\\nsudo systemctl enable provisioning-orchestrator\\nsudo systemctl enable provisioning-control-center\\nsudo systemctl enable provisioning-vault-service Manual start (development): # Orchestrator\\ncd provisioning/platform/crates/orchestrator\\ncargo run --release # Control Center\\ncd provisioning/platform/crates/control-center\\ncargo run --release # MCP Server\\ncd provisioning/platform/crates/mcp-server\\nnu run.nu","breadcrumbs":"Service Management » Starting Services","id":"867","title":"Starting Services"},"868":{"body":"# Stop individual service\\nsudo systemctl stop provisioning-orchestrator # Stop all platform services\\nsudo systemctl stop provisioning-* # Graceful shutdown with 30-second timeout\\nsudo systemctl stop --timeout 30 provisioning-orchestrator","breadcrumbs":"Service Management » Stopping Services","id":"868","title":"Stopping Services"},"869":{"body":"# Restart after configuration changes\\nsudo systemctl restart provisioning-orchestrator # Reload configuration without restart\\nsudo systemctl reload provisioning-control-center","breadcrumbs":"Service Management » Restarting Services","id":"869","title":"Restarting Services"},"87":{"body":"# Check server connectivity\\nprovisioning server ssh web-01 # Verify dependencies\\nprovisioning taskserv check-deps containerd # Retry installation\\nprovisioning taskserv create containerd --infra demo-server --force","breadcrumbs":"Quick Start » Task service installation fails","id":"87","title":"Task service installation fails"},"870":{"body":"# Status of all services\\nsystemctl status provisioning-* # Detailed status\\nprovisioning platform status # Health check endpoints\\ncurl [http://localhost:8080/health](http://localhost:8080/health) # Orchestrator\\ncurl [http://localhost:8081/health](http://localhost:8081/health) # Control Center\\ncurl [http://localhost:8085/health](http://localhost:8085/health) # Vault Service","breadcrumbs":"Service Management » Checking Service Status","id":"870","title":"Checking Service Status"},"871":{"body":"","breadcrumbs":"Service Management » Service Configuration","id":"871","title":"Service Configuration"},"872":{"body":"Each service reads configuration from hierarchical sources: /etc/provisioning/config.toml # System defaults\\n~/.config/provisioning/user_config.yaml # User overrides\\nworkspace/config/provisioning.yaml # Workspace config","breadcrumbs":"Service Management » Configuration Files","id":"872","title":"Configuration Files"},"873":{"body":"# /etc/provisioning/orchestrator.toml\\n[server]\\nhost = \\"0.0.0.0\\"\\nport = 8080\\nworkers = 8 [storage]\\npersistence_dir = \\"/var/lib/provisioning/orchestrator\\"\\ncheckpoint_interval = 30 [execution]\\nmax_parallel_tasks = 100\\nretry_attempts = 3\\nretry_backoff = \\"exponential\\" [api]\\nenable_rest = true\\nenable_grpc = false\\nauth_required = true","breadcrumbs":"Service Management » Orchestrator Configuration","id":"873","title":"Orchestrator Configuration"},"874":{"body":"# /etc/provisioning/control-center.toml\\n[server]\\nhost = \\"0.0.0.0\\"\\nport = 8081 [auth]\\njwt_algorithm = \\"RS256\\"\\naccess_token_ttl = 900\\nrefresh_token_ttl = 604800 [rbac]\\npolicy_dir = \\"/etc/provisioning/policies\\"\\nreload_interval = 60","breadcrumbs":"Service Management » Control Center Configuration","id":"874","title":"Control Center Configuration"},"875":{"body":"# /etc/provisioning/vault-service.toml\\n[vault]\\nbackend = \\"secretumvault\\"\\nurl = \\" [http://localhost:8200\\"](http://localhost:8200\\")\\ntoken_env = \\"VAULT_TOKEN\\" [kms]\\nenvelope_encryption = true\\nkey_rotation_days = 90","breadcrumbs":"Service Management » Vault Service Configuration","id":"875","title":"Vault Service Configuration"},"876":{"body":"Understanding service dependencies for proper startup order: Database (SurrealDB) ↓\\norchestrator (requires database) ↓\\nvault-service (requires orchestrator) ↓\\ncontrol-center (requires orchestrator + vault) ↓\\ncontrol-center-ui (requires control-center) ↓\\nmcp-server (requires control-center) ↓\\nai-service (requires mcp-server) Systemd handles dependencies automatically: # /etc/systemd/system/provisioning-control-center.service\\n[Unit]\\nDescription=Provisioning Control Center\\nAfter=provisioning-orchestrator.service\\nRequires=provisioning-orchestrator.service","breadcrumbs":"Service Management » Service Dependencies","id":"876","title":"Service Dependencies"},"877":{"body":"","breadcrumbs":"Service Management » Service Health Monitoring","id":"877","title":"Service Health Monitoring"},"878":{"body":"All services expose /health endpoints: # Check orchestrator health\\ncurl [http://localhost:8080/health](http://localhost:8080/health) # Expected response\\n{ \\"status\\": \\"healthy\\", \\"version\\": \\"5.0.0\\", \\"uptime_seconds\\": 3600, \\"database\\": \\"connected\\", \\"active_workflows\\": 5, \\"queued_tasks\\": 12\\n}","breadcrumbs":"Service Management » Health Check Endpoints","id":"878","title":"Health Check Endpoints"},"879":{"body":"Use systemd watchdog for automatic restart on failure: # /etc/systemd/system/provisioning-orchestrator.service\\n[Service]\\nWatchdogSec=30\\nRestart=on-failure\\nRestartSec=10 Monitor with provisioning CLI: # Continuous health monitoring\\nprovisioning platform monitor --interval 5 # Alert on unhealthy services\\nprovisioning platform monitor --alert-email [ops@example.com](mailto:ops@example.com)","breadcrumbs":"Service Management » Automated Health Monitoring","id":"879","title":"Automated Health Monitoring"},"88":{"body":"# Check Nickel syntax\\nnickel typecheck infra/demo-server.ncl # Show detailed validation errors\\nprovisioning validate config --verbose # View configuration\\nprovisioning config show","breadcrumbs":"Quick Start » Configuration validation errors","id":"88","title":"Configuration validation errors"},"880":{"body":"","breadcrumbs":"Service Management » Log Management","id":"880","title":"Log Management"},"881":{"body":"Systemd services log to journald: # View orchestrator logs\\nsudo journalctl -u provisioning-orchestrator -f # View last hour of logs\\nsudo journalctl -u provisioning-orchestrator --since \\"1 hour ago\\" # View errors only\\nsudo journalctl -u provisioning-orchestrator -p err # Export logs to file\\nsudo journalctl -u provisioning-* > platform-logs.txt File-based logs: /var/log/provisioning/orchestrator.log\\n/var/log/provisioning/control-center.log\\n/var/log/provisioning/vault-service.log","breadcrumbs":"Service Management » Log Locations","id":"881","title":"Log Locations"},"882":{"body":"Configure logrotate for file-based logs: # /etc/logrotate.d/provisioning\\n/var/log/provisioning/*.log { daily rotate 30 compress delaycompress missingok notifempty create 0644 provisioning provisioning sharedscripts postrotate systemctl reload provisioning-* | | true endscript\\n}","breadcrumbs":"Service Management » Log Rotation","id":"882","title":"Log Rotation"},"883":{"body":"Configure log verbosity: # Set log level via environment\\nexport PROVISIONING_LOG_LEVEL=debug\\nsudo systemctl restart provisioning-orchestrator # Or in configuration\\nprovisioning config set logging.level debug Log levels: trace, debug, info, warn, error","breadcrumbs":"Service Management » Log Levels","id":"883","title":"Log Levels"},"884":{"body":"","breadcrumbs":"Service Management » Performance Tuning","id":"884","title":"Performance Tuning"},"885":{"body":"Adjust worker threads and task limits: [execution]\\nmax_parallel_tasks = 200 # Increase for high throughput\\nworker_threads = 16 # Match CPU cores\\ntask_queue_size = 1000 [performance]\\nenable_metrics = true\\nmetrics_interval = 10","breadcrumbs":"Service Management » Orchestrator Performance","id":"885","title":"Orchestrator Performance"},"886":{"body":"[database]\\nmax_connections = 100\\nmin_connections = 10\\nconnection_timeout = 30\\nidle_timeout = 600","breadcrumbs":"Service Management » Database Connection Pooling","id":"886","title":"Database Connection Pooling"},"887":{"body":"Set memory limits via systemd: [Service]\\nMemoryMax=4G\\nMemoryHigh=3G","breadcrumbs":"Service Management » Memory Limits","id":"887","title":"Memory Limits"},"888":{"body":"","breadcrumbs":"Service Management » Service Updates and Upgrades","id":"888","title":"Service Updates and Upgrades"},"889":{"body":"Rolling upgrade procedure: # 1. Deploy new version alongside old version\\nsudo cp provisioning-orchestrator /usr/local/bin/provisioning-orchestrator-new # 2. Update systemd service to use new binary\\nsudo systemctl daemon-reload # 3. Graceful restart\\nsudo systemctl reload provisioning-orchestrator","breadcrumbs":"Service Management » Zero-Downtime Upgrades","id":"889","title":"Zero-Downtime Upgrades"},"89":{"body":"","breadcrumbs":"Quick Start » Reference","id":"89","title":"Reference"},"890":{"body":"Check running versions: provisioning platform versions # Output:\\n# orchestrator: 5.0.0\\n# control-center: 5.0.0\\n# vault-service: 4.0.0","breadcrumbs":"Service Management » Version Management","id":"890","title":"Version Management"},"891":{"body":"# 1. Stop new version\\nsudo systemctl stop provisioning-orchestrator # 2. Restore previous binary\\nsudo cp /usr/local/bin/provisioning-orchestrator.backup \\\\ /usr/local/bin/provisioning-orchestrator # 3. Start service with previous version\\nsudo systemctl start provisioning-orchestrator","breadcrumbs":"Service Management » Rollback Procedure","id":"891","title":"Rollback Procedure"},"892":{"body":"","breadcrumbs":"Service Management » Security Hardening","id":"892","title":"Security Hardening"},"893":{"body":"Run services with dedicated users: # Create service user\\nsudo useradd -r -s /usr/sbin/nologin provisioning # Set ownership\\nsudo chown -R provisioning:provisioning /var/lib/provisioning\\nsudo chown -R provisioning:provisioning /etc/provisioning Systemd service configuration: [Service]\\nUser=provisioning\\nGroup=provisioning\\nNoNewPrivileges=true\\nPrivateTmp=true\\nProtectSystem=strict\\nProtectHome=true","breadcrumbs":"Service Management » Service Isolation","id":"893","title":"Service Isolation"},"894":{"body":"Restrict service access with firewall: # Allow only localhost access\\nsudo ufw allow from 127.0.0.1 to any port 8080\\nsudo ufw allow from 127.0.0.1 to any port 8081 # Or use systemd socket activation","breadcrumbs":"Service Management » Network Security","id":"894","title":"Network Security"},"895":{"body":"","breadcrumbs":"Service Management » Troubleshooting Services","id":"895","title":"Troubleshooting Services"},"896":{"body":"Check service status and logs: systemctl status provisioning-orchestrator\\njournalctl -u provisioning-orchestrator -n 100 Common issues: Port already in use: Check with lsof -i :8080 Configuration error: Validate with provisioning validate config Missing dependencies: Check with ldd /usr/local/bin/provisioning-orchestrator Permission issues: Verify file ownership","breadcrumbs":"Service Management » Service Won\'t Start","id":"896","title":"Service Won\'t Start"},"897":{"body":"Monitor resource consumption: # CPU and memory usage\\nsystemctl status provisioning-orchestrator # Detailed metrics\\nprovisioning platform metrics --service orchestrator Adjust limits: # Increase memory limit\\nsudo systemctl set-property provisioning-orchestrator MemoryMax=8G # Reduce parallel tasks\\nprovisioning config set execution.max_parallel_tasks 50\\nsudo systemctl restart provisioning-orchestrator","breadcrumbs":"Service Management » High Resource Usage","id":"897","title":"High Resource Usage"},"898":{"body":"Enable core dumps for debugging: # Enable core dumps\\nsudo sysctl -w kernel.core_pattern=/var/crash/core.%e.%p\\nulimit -c unlimited # Analyze crash\\nsudo coredumpctl list\\nsudo coredumpctl debug","breadcrumbs":"Service Management » Service Crashes","id":"898","title":"Service Crashes"},"899":{"body":"","breadcrumbs":"Service Management » Service Metrics","id":"899","title":"Service Metrics"},"9":{"body":"Your journey to infrastructure automation starts here. This section guides you from zero to your first successful deployment in minutes.","breadcrumbs":"Getting Started » Getting Started","id":"9","title":"Getting Started"},"90":{"body":"# Workspace management\\nprovisioning workspace init <name>\\nprovisioning workspace list\\nprovisioning workspace switch <name> # Server operations\\nprovisioning server create --infra <name>\\nprovisioning server list\\nprovisioning server status <hostname>\\nprovisioning server ssh <hostname>\\nprovisioning server delete <hostname> # Task service operations\\nprovisioning taskserv create <service> --infra <name>\\nprovisioning taskserv list\\nprovisioning taskserv status <service>\\nprovisioning taskserv delete <service> # Configuration\\nprovisioning config show\\nprovisioning validate config\\nprovisioning env","breadcrumbs":"Quick Start » Essential Commands","id":"90","title":"Essential Commands"},"900":{"body":"Services expose Prometheus metrics: # Orchestrator metrics\\ncurl [http://localhost:8080/metrics](http://localhost:8080/metrics) # Example metrics:\\n# provisioning_workflows_total 1234\\n# provisioning_workflows_active 5\\n# provisioning_tasks_queued 12\\n# provisioning_tasks_completed 9876","breadcrumbs":"Service Management » Prometheus Integration","id":"900","title":"Prometheus Integration"},"901":{"body":"Import pre-built dashboards: provisioning monitoring install-dashboards Dashboards available at http://localhost:3000","breadcrumbs":"Service Management » Grafana Dashboards","id":"901","title":"Grafana Dashboards"},"902":{"body":"","breadcrumbs":"Service Management » Best Practices","id":"902","title":"Best Practices"},"903":{"body":"Use systemd for production deployments Enable automatic restart on failure Monitor health endpoints continuously Set appropriate resource limits Implement log rotation Regular backup of service data","breadcrumbs":"Service Management » Service Management","id":"903","title":"Service Management"},"904":{"body":"Version control all configuration files Use hierarchical configuration for flexibility Validate configuration before applying Document all custom settings Use environment variables for secrets","breadcrumbs":"Service Management » Configuration Management","id":"904","title":"Configuration Management"},"905":{"body":"Monitor all service health endpoints Set up alerts for service failures Track key performance metrics Review logs regularly Establish incident response procedures","breadcrumbs":"Service Management » Monitoring and Alerting","id":"905","title":"Monitoring and Alerting"},"906":{"body":"Deployment Modes - Installation strategies Monitoring - Observability and metrics Platform Health - Health check procedures Troubleshooting - Common issues and solutions","breadcrumbs":"Service Management » Related Documentation","id":"906","title":"Related Documentation"},"907":{"body":"Comprehensive observability stack for the Provisioning platform using Prometheus, Grafana, and custom metrics.","breadcrumbs":"Monitoring » Monitoring","id":"907","title":"Monitoring"},"908":{"body":"The platform monitoring system consists of: Component Purpose Port Status Prometheus Metrics collection and storage 9090 Production Grafana Visualization and dashboards 3000 Production Loki Log aggregation 3100 Active Alertmanager Alert routing and notification 9093 Production Node Exporter System metrics 9100 Production","breadcrumbs":"Monitoring » Monitoring Stack Overview","id":"908","title":"Monitoring Stack Overview"},"909":{"body":"Install monitoring stack: # Install all monitoring components\\nprovisioning monitoring install # Install specific components\\nprovisioning monitoring install --components prometheus,grafana # Start monitoring services\\nprovisioning monitoring start Access dashboards: Prometheus: http://localhost:9090 Grafana: http://localhost:3000 (admin/admin) Alertmanager: http://localhost:9093","breadcrumbs":"Monitoring » Quick Start","id":"909","title":"Quick Start"},"91":{"body":"# Shortcut for fastest reference\\nprovisioning sc","breadcrumbs":"Quick Start » Quick Reference","id":"91","title":"Quick Reference"},"910":{"body":"","breadcrumbs":"Monitoring » Prometheus Configuration","id":"910","title":"Prometheus Configuration"},"911":{"body":"Prometheus automatically discovers platform services: # /etc/provisioning/prometheus/prometheus.yml\\nglobal: scrape_interval: 15s evaluation_interval: 15s scrape_configs: - job_name: \'provisioning-orchestrator\' static_configs: - targets: [\'localhost:8080\'] metrics_path: \'/metrics\' - job_name: \'provisioning-control-center\' static_configs: - targets: [\'localhost:8081\'] - job_name: \'provisioning-vault-service\' static_configs: - targets: [\'localhost:8085\'] - job_name: \'node-exporter\' static_configs: - targets: [\'localhost:9100\']","breadcrumbs":"Monitoring » Service Discovery","id":"911","title":"Service Discovery"},"912":{"body":"global: external_labels: cluster: \'provisioning-production\' # Storage retention\\nstorage: tsdb: retention.time: 30d retention.size: 50GB","breadcrumbs":"Monitoring » Retention Configuration","id":"912","title":"Retention Configuration"},"913":{"body":"","breadcrumbs":"Monitoring » Key Metrics","id":"913","title":"Key Metrics"},"914":{"body":"Orchestrator metrics: provisioning_workflows_total - Total workflows created\\nprovisioning_workflows_active - Currently active workflows\\nprovisioning_workflows_completed - Successfully completed workflows\\nprovisioning_workflows_failed - Failed workflows\\nprovisioning_tasks_queued - Tasks in queue\\nprovisioning_tasks_running - Currently executing tasks\\nprovisioning_tasks_completed - Total completed tasks\\nprovisioning_checkpoint_recoveries - Checkpoint recovery count Control Center metrics: provisioning_api_requests_total - Total API requests\\nprovisioning_api_requests_duration_seconds - Request latency histogram\\nprovisioning_auth_attempts_total - Authentication attempts\\nprovisioning_auth_failures_total - Failed authentication attempts\\nprovisioning_rbac_denials_total - Authorization denials Vault Service metrics: provisioning_secrets_operations_total - Secret operations count\\nprovisioning_kms_encryptions_total - Encryption operations\\nprovisioning_kms_decryptions_total - Decryption operations\\nprovisioning_kms_latency_seconds - KMS operation latency","breadcrumbs":"Monitoring » Platform Metrics","id":"914","title":"Platform Metrics"},"915":{"body":"Node Exporter provides system-level metrics: node_cpu_seconds_total - CPU time per core\\nnode_memory_MemAvailable_bytes - Available memory\\nnode_disk_io_time_seconds_total - Disk I/O time\\nnode_network_receive_bytes_total - Network RX bytes\\nnode_network_transmit_bytes_total - Network TX bytes\\nnode_filesystem_avail_bytes - Available disk space","breadcrumbs":"Monitoring » System Metrics","id":"915","title":"System Metrics"},"916":{"body":"","breadcrumbs":"Monitoring » Grafana Dashboards","id":"916","title":"Grafana Dashboards"},"917":{"body":"Import platform dashboards: # Install all pre-built dashboards\\nprovisioning monitoring install-dashboards # List available dashboards\\nprovisioning monitoring list-dashboards Available dashboards: Platform Overview - High-level system status Orchestrator Performance - Workflow and task metrics Control Center API - API request metrics and latency Vault Service KMS - Encryption operations and performance System Resources - CPU, memory, disk, network Security Events - Authentication, authorization, audit logs Database Performance - SurrealDB metrics","breadcrumbs":"Monitoring » Pre-built Dashboards","id":"917","title":"Pre-built Dashboards"},"918":{"body":"Create custom dashboards via Grafana UI or provisioning: { \\"dashboard\\": { \\"title\\": \\"Custom Infrastructure Dashboard\\", \\"panels\\": [ { \\"title\\": \\"Active Workflows\\", \\"targets\\": [ { \\"expr\\": \\"provisioning_workflows_active\\", \\"legendFormat\\": \\"Active Workflows\\" } ], \\"type\\": \\"graph\\" } ] }\\n} Save dashboard: provisioning monitoring export-dashboard --id 1 --output custom-dashboard.json","breadcrumbs":"Monitoring » Custom Dashboard Creation","id":"918","title":"Custom Dashboard Creation"},"919":{"body":"","breadcrumbs":"Monitoring » Alerting","id":"919","title":"Alerting"},"92":{"body":"First Deployment - Comprehensive walkthrough Verification - Platform health checks Workspace Management - Advanced workspace usage Nickel Guide - Infrastructure-as-code patterns","breadcrumbs":"Quick Start » Further Reading","id":"92","title":"Further Reading"},"920":{"body":"Configure alert rules in Prometheus: # /etc/provisioning/prometheus/alerts/provisioning.yml\\ngroups: - name: provisioning_alerts interval: 30s rules: - alert: OrchestratorDown expr: up{job=\\"provisioning-orchestrator\\"} == 0 for: 1m labels: severity: critical annotations: summary: \\"Orchestrator service is down\\" description: \\"Orchestrator has been down for more than 1 minute\\" - alert: HighWorkflowFailureRate expr: | rate(provisioning_workflows_failed[5m]) / rate(provisioning_workflows_total[5m]) > 0.1 for: 5m labels: severity: warning annotations: summary: \\"High workflow failure rate\\" description: \\"More than 10% of workflows are failing\\" - alert: DatabaseConnectionLoss expr: provisioning_database_connected == 0 for: 30s labels: severity: critical annotations: summary: \\"Database connection lost\\" - alert: HighMemoryUsage expr: | (1 - node_memory_MemAvailable_bytes / node_memory_MemTotal_bytes) > 0.9 for: 5m labels: severity: warning annotations: summary: \\"High memory usage\\" description: \\"Memory usage is above 90%\\" - alert: DiskSpaceLow expr: | (node_filesystem_avail_bytes{mountpoint=\\"/var/lib/provisioning\\"} / node_filesystem_size_bytes{mountpoint=\\"/var/lib/provisioning\\"}) < 0.1 for: 5m labels: severity: warning annotations: summary: \\"Low disk space\\" description: \\"Less than 10% disk space available\\"","breadcrumbs":"Monitoring » Alert Rules","id":"920","title":"Alert Rules"},"921":{"body":"Route alerts to appropriate channels: # /etc/provisioning/alertmanager/alertmanager.yml\\nglobal: resolve_timeout: 5m route: group_by: [\'alertname\', \'severity\'] group_wait: 10s group_interval: 10s repeat_interval: 12h receiver: \'team-email\' routes: - match: severity: critical receiver: \'pagerduty\' continue: true - match: severity: warning receiver: \'slack\' receivers: - name: \'team-email\' email_configs: - to: \'[ops@example.com](mailto:ops@example.com)\' from: \'[alerts@provisioning.example.com](mailto:alerts@provisioning.example.com)\' smarthost: \'smtp.example.com:587\' - name: \'pagerduty\' pagerduty_configs: - service_key: \'<pagerduty-key>\' - name: \'slack\' slack_configs: - api_url: \'<slack-webhook-url>\' channel: \'#provisioning-alerts\' Test alerts: # Send test alert\\nprovisioning monitoring test-alert --severity critical # Silence alerts temporarily\\nprovisioning monitoring silence --duration 2h --reason \\"Maintenance window\\"","breadcrumbs":"Monitoring » Alertmanager Configuration","id":"921","title":"Alertmanager Configuration"},"922":{"body":"","breadcrumbs":"Monitoring » Log Aggregation with Loki","id":"922","title":"Log Aggregation with Loki"},"923":{"body":"# /etc/provisioning/loki/loki.yml\\nauth_enabled: false server: http_listen_port: 3100 ingester: lifecycler: ring: kvstore: store: inmemory replication_factor: 1 schema_config: configs: - from: 2024-01-01 store: boltdb-shipper object_store: filesystem schema: v11 index: prefix: index_ period: 24h storage_config: boltdb_shipper: active_index_directory: /var/lib/loki/boltdb-shipper-active cache_location: /var/lib/loki/boltdb-shipper-cache filesystem: directory: /var/lib/loki/chunks limits_config: retention_period: 720h # 30 days","breadcrumbs":"Monitoring » Loki Configuration","id":"923","title":"Loki Configuration"},"924":{"body":"# /etc/provisioning/promtail/promtail.yml\\nserver: http_listen_port: 9080 positions: filename: /tmp/positions.yaml clients: - url: [http://localhost:3100/loki/api/v1/push](http://localhost:3100/loki/api/v1/push) scrape_configs: - job_name: system static_configs: - targets: - localhost labels: job: varlogs __path__: /var/log/provisioning/*.log - job_name: journald journal: max_age: 12h labels: job: systemd-journal relabel_configs: - source_labels: [\'__journal__systemd_unit\'] target_label: \'unit\' Query logs in Grafana: {job=\\"varlogs\\"} | = \\"error\\"\\n{unit=\\"provisioning-orchestrator.service\\"} | = \\"workflow\\" | json","breadcrumbs":"Monitoring » Promtail for Log Shipping","id":"924","title":"Promtail for Log Shipping"},"925":{"body":"","breadcrumbs":"Monitoring » Tracing with Tempo","id":"925","title":"Tracing with Tempo"},"926":{"body":"Enable OpenTelemetry tracing in services: # /etc/provisioning/config.toml\\n[tracing]\\nenabled = true\\nexporter = \\"otlp\\"\\nendpoint = \\"localhost:4317\\"\\nservice_name = \\"provisioning-orchestrator\\" Tempo configuration: # /etc/provisioning/tempo/tempo.yml\\nserver: http_listen_port: 3200 distributor: receivers: otlp: protocols: grpc: endpoint: 0.0.0.0:4317 storage: trace: backend: local local: path: /var/lib/tempo/traces query_frontend: search: enabled: true View traces in Grafana or Tempo UI.","breadcrumbs":"Monitoring » Distributed Tracing","id":"926","title":"Distributed Tracing"},"927":{"body":"","breadcrumbs":"Monitoring » Performance Monitoring","id":"927","title":"Performance Monitoring"},"928":{"body":"Monitor slow queries: # 95th percentile API latency\\nhistogram_quantile(0.95, rate(provisioning_api_requests_duration_seconds_bucket[5m])\\n) # Slow workflows (>60s)\\nprovisioning_workflow_duration_seconds > 60","breadcrumbs":"Monitoring » Query Performance","id":"928","title":"Query Performance"},"929":{"body":"Track resource utilization: # CPU usage per service\\nrate(process_cpu_seconds_total{job=~\\"provisioning-.*\\"}[5m]) * 100 # Memory usage per service\\nprocess_resident_memory_bytes{job=~\\"provisioning-.*\\"} # Disk I/O rate\\nrate(node_disk_io_time_seconds_total[5m])","breadcrumbs":"Monitoring » Resource Monitoring","id":"929","title":"Resource Monitoring"},"93":{"body":"Comprehensive walkthrough deploying production-ready infrastructure with the Provisioning platform.","breadcrumbs":"First Deployment » First Deployment","id":"93","title":"First Deployment"},"930":{"body":"","breadcrumbs":"Monitoring » Custom Metrics","id":"930","title":"Custom Metrics"},"931":{"body":"Rust services use prometheus crate: use prometheus::{Counter, Histogram, Registry}; // Create metrics\\nlet workflow_counter = Counter::new( \\"provisioning_custom_workflows\\", \\"Custom workflow counter\\"\\n)?; let task_duration = Histogram::with_opts( HistogramOpts::new(\\"provisioning_task_duration\\", \\"Task duration\\") .buckets(vec![0.1, 0.5, 1.0, 5.0, 10.0])\\n)?; // Register metrics\\nregistry.register(Box::new(workflow_counter))?;\\nregistry.register(Box::new(task_duration))?; // Use metrics\\nworkflow_counter.inc();\\ntask_duration.observe(duration_seconds); Nushell scripts export metrics: # Export metrics in Prometheus format\\ndef export-metrics [] { [ \\"# HELP provisioning_custom_metric Custom metric\\" \\"# TYPE provisioning_custom_metric counter\\" $\\"provisioning_custom_metric (get-metric-value)\\" ] | str join \\"\\n\\"\\n}","breadcrumbs":"Monitoring » Adding Custom Metrics","id":"931","title":"Adding Custom Metrics"},"932":{"body":"Set appropriate scrape intervals (15-60s) Configure retention based on compliance requirements Use labels for multi-dimensional metrics Create dashboards for key business metrics Set up alerts for critical failures only Document alert thresholds and runbooks Review and tune alerts regularly Use recording rules for expensive queries Archive long-term metrics to object storage","breadcrumbs":"Monitoring » Monitoring Best Practices","id":"932","title":"Monitoring Best Practices"},"933":{"body":"Service Management - Service lifecycle Platform Health - Health checks Troubleshooting - Debugging issues","breadcrumbs":"Monitoring » Related Documentation","id":"933","title":"Related Documentation"},"934":{"body":"Comprehensive backup strategies and disaster recovery procedures for the Provisioning platform.","breadcrumbs":"Backup & Recovery » Backup & Recovery","id":"934","title":"Backup & Recovery"},"935":{"body":"The platform backup strategy covers: Platform service data and state Database backups (SurrealDB) Configuration files and secrets Infrastructure definitions Workflow checkpoints and history Audit logs and compliance data","breadcrumbs":"Backup & Recovery » Overview","id":"935","title":"Overview"},"936":{"body":"","breadcrumbs":"Backup & Recovery » Backup Components","id":"936","title":"Backup Components"},"937":{"body":"Component Location Backup Priority Recovery Time Database /var/lib/provisioning/database Critical < 15 min Orchestrator State /var/lib/provisioning/orchestrator Critical < 5 min Configuration /etc/provisioning High < 5 min Secrets SOPS-encrypted files Critical < 5 min Audit Logs /var/log/provisioning/audit Compliance < 30 min Workspace Data workspace/ High < 15 min Infrastructure Schemas provisioning/schemas High < 10 min","breadcrumbs":"Backup & Recovery » Critical Data","id":"937","title":"Critical Data"},"938":{"body":"","breadcrumbs":"Backup & Recovery » Backup Strategies","id":"938","title":"Backup Strategies"},"939":{"body":"Complete system backup including all components: # Create full backup\\nprovisioning backup create --type full --output /backups/full-$(date +%Y%m%d).tar.gz # Full backup includes:\\n# - Database dump\\n# - Service configuration\\n# - Workflow state\\n# - Audit logs\\n# - User data Contents of full backup: full-20260116.tar.gz\\n├── database/\\n│ └── surrealdb-dump.sql\\n├── config/\\n│ ├── provisioning.toml\\n│ ├── orchestrator.toml\\n│ └── control-center.toml\\n├── state/\\n│ ├── workflows/\\n│ └── checkpoints/\\n├── logs/\\n│ └── audit/\\n├── workspace/\\n│ ├── infra/\\n│ └── config/\\n└── metadata.json","breadcrumbs":"Backup & Recovery » Full Backup","id":"939","title":"Full Backup"},"94":{"body":"This guide walks through deploying a complete Kubernetes cluster with storage and networking on a cloud provider. You\'ll learn workspace management, Nickel schema structure, provider configuration, dependency resolution, and validation workflows.","breadcrumbs":"First Deployment » Overview","id":"94","title":"Overview"},"940":{"body":"Backup only changed data since last backup: # Incremental backup (faster, smaller)\\nprovisioning backup create --type incremental --since-backup full-20260116 # Incremental backup includes:\\n# - New workflows since last backup\\n# - Configuration changes\\n# - New audit log entries\\n# - Modified workspace files","breadcrumbs":"Backup & Recovery » Incremental Backup","id":"940","title":"Incremental Backup"},"941":{"body":"Real-time backup of critical data: # Enable continuous backup\\nprovisioning backup enable-continuous --destination s3://backups/continuous # WAL archiving for database\\n# Real-time checkpoint backup\\n# Audit log streaming","breadcrumbs":"Backup & Recovery » Continuous Backup","id":"941","title":"Continuous Backup"},"942":{"body":"","breadcrumbs":"Backup & Recovery » Backup Commands","id":"942","title":"Backup Commands"},"943":{"body":"# Full backup to local directory\\nprovisioning backup create --type full --output /backups # Incremental backup\\nprovisioning backup create --type incremental # Backup specific components\\nprovisioning backup create --components database,config # Compressed backup\\nprovisioning backup create --compress gzip # Encrypted backup\\nprovisioning backup create --encrypt --key-file /etc/provisioning/backup.key","breadcrumbs":"Backup & Recovery » Create Backup","id":"943","title":"Create Backup"},"944":{"body":"# List all backups\\nprovisioning backup list # Output:\\n# NAME TYPE SIZE DATE STATUS\\n# full-20260116 Full 2.5GB 2026-01-16 10:00 Complete\\n# incr-20260116-1200 Incremental 150MB 2026-01-16 12:00 Complete\\n# full-20260115 Full 2.4GB 2026-01-15 10:00 Complete","breadcrumbs":"Backup & Recovery » List Backups","id":"944","title":"List Backups"},"945":{"body":"# Restore full backup\\nprovisioning backup restore --backup full-20260116 --confirm # Restore specific components\\nprovisioning backup restore --backup full-20260116 --components database # Point-in-time restore\\nprovisioning backup restore --timestamp \\"2026-01-16 09:30:00\\" # Dry-run restore\\nprovisioning backup restore --backup full-20260116 --dry-run","breadcrumbs":"Backup & Recovery » Restore Backup","id":"945","title":"Restore Backup"},"946":{"body":"# Verify backup integrity\\nprovisioning backup verify --backup full-20260116 # Test restore in isolated environment\\nprovisioning backup test-restore --backup full-20260116","breadcrumbs":"Backup & Recovery » Verify Backup","id":"946","title":"Verify Backup"},"947":{"body":"","breadcrumbs":"Backup & Recovery » Automated Backup Scheduling","id":"947","title":"Automated Backup Scheduling"},"948":{"body":"# Install backup cron jobs\\nprovisioning backup schedule install # Default schedule:\\n# Full backup: Daily at 2 AM\\n# Incremental: Every 6 hours\\n# Cleanup old backups: Weekly Crontab entries: # Full daily backup\\n0 2 * * * /usr/local/bin/provisioning backup create --type full --output /backups # Incremental every 6 hours\\n0 */6 * * * /usr/local/bin/provisioning backup create --type incremental # Cleanup backups older than 30 days\\n0 3 * * 0 /usr/local/bin/provisioning backup cleanup --older-than 30d","breadcrumbs":"Backup & Recovery » Cron-based Backups","id":"948","title":"Cron-based Backups"},"949":{"body":"# /etc/systemd/system/provisioning-backup.timer\\n[Unit]\\nDescription=Provisioning Platform Backup Timer [Timer]\\nOnCalendar=daily\\nOnCalendar=02:00\\nPersistent=true [Install]\\nWantedBy=timers.target # /etc/systemd/system/provisioning-backup.service\\n[Unit]\\nDescription=Provisioning Platform Backup [Service]\\nType=oneshot\\nExecStart=/usr/local/bin/provisioning backup create --type full\\nUser=provisioning Enable timer: sudo systemctl enable provisioning-backup.timer\\nsudo systemctl start provisioning-backup.timer","breadcrumbs":"Backup & Recovery » Systemd Timer-based Backups","id":"949","title":"Systemd Timer-based Backups"},"95":{"body":"What we\'ll build: 3-node Kubernetes cluster (1 control plane, 2 workers) Cilium CNI for networking Rook-Ceph for persistent storage Container runtime (containerd) Automated dependency resolution Health monitoring","breadcrumbs":"First Deployment » Deployment Architecture","id":"95","title":"Deployment Architecture"},"950":{"body":"","breadcrumbs":"Backup & Recovery » Backup Destinations","id":"950","title":"Backup Destinations"},"951":{"body":"# Backup to local directory\\nprovisioning backup create --output /mnt/backups","breadcrumbs":"Backup & Recovery » Local Filesystem","id":"951","title":"Local Filesystem"},"952":{"body":"S3-compatible storage: # Backup to S3\\nprovisioning backup create --destination s3://my-bucket/backups \\\\ --s3-region us-east-1 # Backup to MinIO\\nprovisioning backup create --destination s3://backups \\\\ --s3-endpoint [http://minio.local:9000](http://minio.local:9000) Network filesystem: # Backup to NFS mount\\nprovisioning backup create --output /mnt/nfs/backups # Backup to SMB share\\nprovisioning backup create --output /mnt/smb/backups","breadcrumbs":"Backup & Recovery » Remote Storage","id":"952","title":"Remote Storage"},"953":{"body":"Rsync to remote server: # Backup and sync to remote\\nprovisioning backup create --output /backups\\nrsync -avz /backups/ backup-server:/backups/provisioning/","breadcrumbs":"Backup & Recovery » Off-site Backup","id":"953","title":"Off-site Backup"},"954":{"body":"","breadcrumbs":"Backup & Recovery » Database Backup","id":"954","title":"Database Backup"},"955":{"body":"# Export database\\nsurreal export --conn [http://localhost:8000](http://localhost:8000) \\\\ --user root --pass root \\\\ --ns provisioning --db main \\\\ /backups/database-$(date +%Y%m%d).surql # Import database\\nsurreal import --conn [http://localhost:8000](http://localhost:8000) \\\\ --user root --pass root \\\\ --ns provisioning --db main \\\\ /backups/database-20260116.surql","breadcrumbs":"Backup & Recovery » SurrealDB Backup","id":"955","title":"SurrealDB Backup"},"956":{"body":"# Enable automatic database backups\\nprovisioning backup database enable --interval daily # Backup with point-in-time recovery\\nprovisioning backup database create --enable-pitr","breadcrumbs":"Backup & Recovery » Automated Database Backups","id":"956","title":"Automated Database Backups"},"957":{"body":"","breadcrumbs":"Backup & Recovery » Disaster Recovery","id":"957","title":"Disaster Recovery"},"958":{"body":"Complete platform recovery from backup: # 1. Stop all services\\nsudo systemctl stop provisioning-* # 2. Restore database\\nprovisioning backup restore --backup full-20260116 --components database # 3. Restore configuration\\nprovisioning backup restore --backup full-20260116 --components config # 4. Restore service state\\nprovisioning backup restore --backup full-20260116 --components state # 5. Verify data integrity\\nprovisioning validate-installation # 6. Start services\\nsudo systemctl start provisioning-* # 7. Verify services\\nprovisioning platform status","breadcrumbs":"Backup & Recovery » Recovery Procedures","id":"958","title":"Recovery Procedures"},"959":{"body":"Scenario RTO RPO Procedure Service failure 5 min 0 Restart service from checkpoint Database corruption 15 min 6 hours Restore from incremental backup Complete data loss 30 min 24 hours Restore from full backup Site disaster 2 hours 24 hours Restore from off-site backup","breadcrumbs":"Backup & Recovery » Recovery Time Objectives","id":"959","title":"Recovery Time Objectives"},"96":{"body":"Platform installed Cloud provider credentials configured (UpCloud or AWS recommended) 30-60 minutes for complete deployment","breadcrumbs":"First Deployment » Prerequisites","id":"96","title":"Prerequisites"},"960":{"body":"Restore to specific timestamp: # List available recovery points\\nprovisioning backup list-recovery-points # Restore to specific time\\nprovisioning backup restore --timestamp \\"2026-01-16 09:30:00\\" # Recovery with workflow replay\\nprovisioning backup restore --timestamp \\"2026-01-16 09:30:00\\" --replay-workflows","breadcrumbs":"Backup & Recovery » Point-in-Time Recovery","id":"960","title":"Point-in-Time Recovery"},"961":{"body":"","breadcrumbs":"Backup & Recovery » Backup Encryption","id":"961","title":"Backup Encryption"},"962":{"body":"Encrypt backups with SOPS: # Create encrypted backup\\nprovisioning backup create --encrypt sops --key-file /etc/provisioning/age.key # Restore encrypted backup\\nprovisioning backup restore --backup encrypted-20260116.tar.gz.enc \\\\ --decrypt sops --key-file /etc/provisioning/age.key","breadcrumbs":"Backup & Recovery » SOPS Encryption","id":"962","title":"SOPS Encryption"},"963":{"body":"# Generate age key pair\\nage-keygen -o /etc/provisioning/backup-key.txt # Create encrypted backup with age\\nprovisioning backup create --encrypt age --recipient \\"age1...\\" # Decrypt and restore\\nage -d -i /etc/provisioning/backup-key.txt backup.tar.gz.age | \\\\ provisioning backup restore --stdin","breadcrumbs":"Backup & Recovery » Age Encryption","id":"963","title":"Age Encryption"},"964":{"body":"","breadcrumbs":"Backup & Recovery » Backup Retention","id":"964","title":"Backup Retention"},"965":{"body":"# /etc/provisioning/backup-retention.toml\\n[retention]\\n# Keep daily backups for 7 days\\ndaily = 7 # Keep weekly backups for 4 weeks\\nweekly = 4 # Keep monthly backups for 12 months\\nmonthly = 12 # Keep yearly backups for 7 years (compliance)\\nyearly = 7 Apply retention policy: # Cleanup old backups according to policy\\nprovisioning backup cleanup --policy /etc/provisioning/backup-retention.toml","breadcrumbs":"Backup & Recovery » Retention Policies","id":"965","title":"Retention Policies"},"966":{"body":"","breadcrumbs":"Backup & Recovery » Backup Monitoring","id":"966","title":"Backup Monitoring"},"967":{"body":"Configure alerts for backup failures: # Prometheus alert for failed backups\\n- alert: BackupFailed expr: provisioning_backup_status{status=\\"failed\\"} > 0 for: 5m labels: severity: critical annotations: summary: \\"Backup failed\\" description: \\"Backup has failed, investigate immediately\\"","breadcrumbs":"Backup & Recovery » Backup Alerts","id":"967","title":"Backup Alerts"},"968":{"body":"Monitor backup health: # Backup success rate\\nprovisioning_backup_success_rate{type=\\"full\\"} 1.0 # Time since last backup\\ntime() - provisioning_backup_last_success_timestamp > 86400 # Backup size trend\\nincrease(provisioning_backup_size_bytes[7d])","breadcrumbs":"Backup & Recovery » Backup Metrics","id":"968","title":"Backup Metrics"},"969":{"body":"","breadcrumbs":"Backup & Recovery » Testing Recovery Procedures","id":"969","title":"Testing Recovery Procedures"},"97":{"body":"","breadcrumbs":"First Deployment » Part 1: Workspace Setup","id":"97","title":"Part 1: Workspace Setup"},"970":{"body":"# Automated disaster recovery test\\nprovisioning backup test-recovery --backup full-20260116 \\\\ --test-environment isolated # Steps performed:\\n# 1. Spin up isolated test environment\\n# 2. Restore backup\\n# 3. Verify data integrity\\n# 4. Run smoke tests\\n# 5. Generate test report\\n# 6. Teardown test environment Schedule monthly DR tests: # Monthly disaster recovery drill\\n0 4 1 * * /usr/local/bin/provisioning backup test-recovery --latest","breadcrumbs":"Backup & Recovery » Regular DR Drills","id":"970","title":"Regular DR Drills"},"971":{"body":"Implement 3-2-1 backup rule: 3 copies, 2 different media, 1 off-site Encrypt all backups containing sensitive data Test restore procedures regularly (monthly minimum) Monitor backup success/failure metrics Automate backup verification Document recovery procedures and RTO/RPO Maintain off-site backups for disaster recovery Use incremental backups to reduce storage costs Version control infrastructure schemas separately Retain audit logs per compliance requirements (7 years)","breadcrumbs":"Backup & Recovery » Best Practices","id":"971","title":"Best Practices"},"972":{"body":"Service Management - Service lifecycle Platform Health - Health monitoring Troubleshooting - Recovery procedures","breadcrumbs":"Backup & Recovery » Related Documentation","id":"972","title":"Related Documentation"},"973":{"body":"Upgrade Provisioning to a new version with minimal downtime and automatic rollback support.","breadcrumbs":"Upgrade » Upgrading Provisioning","id":"973","title":"Upgrading Provisioning"},"974":{"body":"Provisioning supports two upgrade strategies: In-Place Upgrade - Update existing installation Side-by-Side Upgrade - Run new version alongside old, switch when ready Both strategies support automatic rollback on failure.","breadcrumbs":"Upgrade » Overview","id":"974","title":"Overview"},"975":{"body":"","breadcrumbs":"Upgrade » Before Upgrading","id":"975","title":"Before Upgrading"},"976":{"body":"provisioning version # Example output:\\n# Provisioning v5.0.0\\n# Nushell 0.109.0\\n# Nickel 1.15.1\\n# SOPS 3.10.2\\n# Age 1.2.1","breadcrumbs":"Upgrade » Check Current Version","id":"976","title":"Check Current Version"},"977":{"body":"# Backup entire workspace\\nprovisioning workspace backup # Backup specific configuration\\nprovisioning config backup # Backup state\\nprovisioning state backup","breadcrumbs":"Upgrade » Backup Configuration","id":"977","title":"Backup Configuration"},"978":{"body":"# View latest changes\\nprovisioning changelog # Check upgrade path\\nprovisioning version --check-upgrade # Show upgrade recommendations\\nprovisioning upgrade --check","breadcrumbs":"Upgrade » Check Changelog","id":"978","title":"Check Changelog"},"979":{"body":"# Health check\\nprovisioning health check # Check all services\\nprovisioning platform health # Verify provider connectivity\\nprovisioning providers test --all # Validate configuration\\nprovisioning validate config --strict","breadcrumbs":"Upgrade » Verify System Health","id":"979","title":"Verify System Health"},"98":{"body":"# Initialize production workspace\\nprovisioning workspace init production-k8s\\ncd production-k8s # Verify structure\\nls -la Workspace contains: production-k8s/\\n├── infra/ # Infrastructure Nickel schemas\\n├── config/ # Workspace configuration\\n├── extensions/ # Custom providers/taskservs\\n└── runtime/ # State and logs","breadcrumbs":"First Deployment » Create Workspace","id":"98","title":"Create Workspace"},"980":{"body":"","breadcrumbs":"Upgrade » Upgrade Methods","id":"980","title":"Upgrade Methods"},"981":{"body":"Upgrade the existing installation with zero downtime: # Check upgrade compatibility\\nprovisioning upgrade --check # List breaking changes\\nprovisioning upgrade --breaking-changes # Show migration guide (if any)\\nprovisioning upgrade --show-migration # Perform upgrade\\nprovisioning upgrade Process : Validate current installation Download new version Run migration scripts (if needed) Restart services Verify health Keep old version for rollback (24 hours)","breadcrumbs":"Upgrade » Method 1: In-Place Upgrade","id":"981","title":"Method 1: In-Place Upgrade"},"982":{"body":"Run new version alongside old version for testing: # Create staging installation\\nprovisioning upgrade --staging --version v5.1.0 # Test new version\\nprovisioning --staging server list # Run test suite\\nprovisioning --staging test suite # Switch to new version\\nprovisioning upgrade --activate # Remove old version (after confirmation)\\nprovisioning upgrade --cleanup-old Advantages : Test new version before switching Zero downtime during upgrade Easy rollback to previous version Run both versions simultaneously","breadcrumbs":"Upgrade » Method 2: Side-by-Side Upgrade","id":"982","title":"Method 2: Side-by-Side Upgrade"},"983":{"body":"","breadcrumbs":"Upgrade » Upgrade Process","id":"983","title":"Upgrade Process"},"984":{"body":"# Check system requirements\\nprovisioning setup validate # Verify dependencies are up-to-date\\nprovisioning version --check-dependencies # Check disk space (minimum 2GB required)\\ndf -h / # Verify all services healthy\\nprovisioning platform health","breadcrumbs":"Upgrade » Step 1: Pre-Upgrade Checks","id":"984","title":"Step 1: Pre-Upgrade Checks"},"985":{"body":"# Backup entire workspace\\nprovisioning workspace backup --compress # Backup orchestrator state\\nprovisioning orchestrator backup # Backup configuration\\nprovisioning config backup # Verify backup\\nprovisioning backup list\\nprovisioning backup verify --latest","breadcrumbs":"Upgrade » Step 2: Backup Data","id":"985","title":"Step 2: Backup Data"},"986":{"body":"# Check available versions\\nprovisioning version --available # Download specific version\\nprovisioning upgrade --download v5.1.0 # Verify download\\nprovisioning upgrade --verify-download v5.1.0 # Check size\\nprovisioning upgrade --show-size v5.1.0","breadcrumbs":"Upgrade » Step 3: Download New Version","id":"986","title":"Step 3: Download New Version"},"987":{"body":"# Show required migrations\\nprovisioning upgrade --show-migrations # Test migration (dry-run)\\nprovisioning upgrade --dry-run # Run migrations\\nprovisioning upgrade --migrate # Verify migration\\nprovisioning upgrade --verify-migration","breadcrumbs":"Upgrade » Step 4: Run Migration Scripts","id":"987","title":"Step 4: Run Migration Scripts"},"988":{"body":"# Stop orchestrator gracefully\\nprovisioning orchestrator stop --graceful # Install new version\\nprovisioning upgrade --install # Verify installation\\nprovisioning version\\nprovisioning validate config # Start services\\nprovisioning orchestrator start","breadcrumbs":"Upgrade » Step 5: Perform Upgrade","id":"988","title":"Step 5: Perform Upgrade"},"989":{"body":"# Check version\\nprovisioning version # Health check\\nprovisioning health check # Run test suite\\nprovisioning test quick # Verify provider connectivity\\nprovisioning providers test --all # Check orchestrator status\\nprovisioning orchestrator status","breadcrumbs":"Upgrade » Step 6: Verify Upgrade","id":"989","title":"Step 6: Verify Upgrade"},"99":{"body":"# Edit workspace configuration\\ncat > config/provisioning-config.yaml <<\'EOF\'\\nworkspace: name: production-k8s environment: production defaults: provider: upcloud # or aws region: de-fra1 # UpCloud Frankfurt ssh_key_path: ~/.ssh/provisioning_production servers: default_plan: medium auto_backup: true logging: level: info format: text\\nEOF","breadcrumbs":"First Deployment » Configure Workspace","id":"99","title":"Configure Workspace"},"990":{"body":"Some upgrades may include breaking changes. 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