# Integration Guide

This document explains how the new project structure integrates with existing systems, API compatibility and versioning, database migration
strategies, deployment considerations, and monitoring and observability.

## Table of Contents

1. [Overview](#overview)
2. [Existing System Integration](#existing-system-integration)
3. [API Compatibility and Versioning](#api-compatibility-and-versioning)
4. [Database Migration Strategies](#database-migration-strategies)
5. [Deployment Considerations](#deployment-considerations)
6. [Monitoring and Observability](#monitoring-and-observability)
7. [Legacy System Bridge](#legacy-system-bridge)
8. [Migration Pathways](#migration-pathways)
9. [Troubleshooting Integration Issues](#troubleshooting-integration-issues)

## Overview

Provisioning has been designed with integration as a core principle, ensuring seamless compatibility between new development-focused components and
existing production systems while providing clear migration pathways.

**Integration Principles**:

- **Backward Compatibility**: All existing APIs and interfaces remain functional
- **Gradual Migration**: Systems can be migrated incrementally without disruption
- **Dual Operation**: New and legacy systems operate side-by-side during transition
- **Zero Downtime**: Migrations occur without service interruption
- **Data Integrity**: All data migrations are atomic and reversible

**Integration Architecture**:

```plaintext
Integration Ecosystem
┌─────────────────┐    ┌─────────────────┐    ┌─────────────────┐
│   Legacy Core   │ ←→ │  Bridge Layer   │ ←→ │   New Systems   │
│                 │    │                 │    │                 │
│ - ENV config    │    │ - Compatibility │    │ - TOML config   │
│ - Direct calls  │    │ - Translation   │    │ - Orchestrator  │
│ - File-based    │    │ - Monitoring    │    │ - Workflows     │
│ - Simple logging│    │ - Validation    │    │ - REST APIs     │
└─────────────────┘    └─────────────────┘    └─────────────────┘
```

## Existing System Integration

### Command-Line Interface Integration

**Seamless CLI Compatibility**:

```bash
# All existing commands continue to work unchanged
./core/nulib/provisioning server create web-01 2xCPU-4 GB
./core/nulib/provisioning taskserv install kubernetes
./core/nulib/provisioning cluster create buildkit

# New commands available alongside existing ones
./src/core/nulib/provisioning server create web-01 2xCPU-4 GB --orchestrated
nu workspace/tools/workspace.nu health --detailed
```

**Path Resolution Integration**:

```nushell
# Automatic path resolution between systems
use workspace/lib/path-resolver.nu

# Resolves to workspace path if available, falls back to core
let config_path = (path-resolver resolve_path "config" "user" --fallback-to-core)

# Seamless extension discovery
let provider_path = (path-resolver resolve_extension "providers" "upcloud")
```

### Configuration System Bridge

**Dual Configuration Support**:

```nushell
# Configuration bridge supports both ENV and TOML
def get-config-value-bridge [key: string, default: string = ""] -> string {
    # Try new TOML configuration first
    let toml_value = try {
        get-config-value $key
    } catch { null }

    if $toml_value != null {
        return $toml_value
    }

    # Fall back to ENV variable (legacy support)
    let env_key = ($key | str replace "." "_" | str upcase | $"PROVISIONING_($in)")
    let env_value = ($env | get $env_key | default null)

    if $env_value != null {
        return $env_value
    }

    # Use default if provided
    if $default != "" {
        return $default
    }

    # Error with helpful migration message
    error make {
        msg: $"Configuration not found: ($key)",
        help: $"Migrate from ($env_key) environment variable to ($key) in config file"
    }
}
```

### Data Integration

**Shared Data Access**:

```nushell
# Unified data access across old and new systems
def get-server-info [server_name: string] -> record {
    # Try new orchestrator data store first
    let orchestrator_data = try {
        get-orchestrator-server-data $server_name
    } catch { null }

    if $orchestrator_data != null {
        return $orchestrator_data
    }

    # Fall back to legacy file-based storage
    let legacy_data = try {
        get-legacy-server-data $server_name
    } catch { null }

    if $legacy_data != null {
        return ($legacy_data | migrate-to-new-format)
    }

    error make {msg: $"Server not found: ($server_name)"}
}
```

### Process Integration

**Hybrid Process Management**:

```nushell
# Orchestrator-aware process management
def create-server-integrated [
    name: string,
    plan: string,
    --orchestrated: bool = false
] -> record {
    if $orchestrated and (check-orchestrator-available) {
        # Use new orchestrator workflow
        return (create-server-workflow $name $plan)
    } else {
        # Use legacy direct creation
        return (create-server-direct $name $plan)
    }
}

def check-orchestrator-available [] -> bool {
    try {
        http get "http://localhost:9090/health" | get status == "ok"
    } catch {
        false
    }
}
```

## API Compatibility and Versioning

### REST API Versioning

**API Version Strategy**:

- **v1**: Legacy compatibility API (existing functionality)
- **v2**: Enhanced API with orchestrator features
- **v3**: Full workflow and batch operation support

**Version Header Support**:

```bash
# API calls with version specification
curl -H "API-Version: v1" http://localhost:9090/servers
curl -H "API-Version: v2" http://localhost:9090/workflows/servers/create
curl -H "API-Version: v3" http://localhost:9090/workflows/batch/submit
```

### API Compatibility Layer

**Backward Compatible Endpoints**:

```rust
// Rust API compatibility layer
#[derive(Debug, Serialize, Deserialize)]
struct ApiRequest {
    version: Option<String>,
    #[serde(flatten)]
    payload: serde_json::Value,
}

async fn handle_versioned_request(
    headers: HeaderMap,
    req: ApiRequest,
) -> Result<ApiResponse, ApiError> {
    let api_version = headers
        .get("API-Version")
        .and_then(|v| v.to_str().ok())
        .unwrap_or("v1");

    match api_version {
        "v1" => handle_v1_request(req.payload).await,
        "v2" => handle_v2_request(req.payload).await,
        "v3" => handle_v3_request(req.payload).await,
        _ => Err(ApiError::UnsupportedVersion(api_version.to_string())),
    }
}

// V1 compatibility endpoint
async fn handle_v1_request(payload: serde_json::Value) -> Result<ApiResponse, ApiError> {
    // Transform request to legacy format
    let legacy_request = transform_to_legacy_format(payload)?;

    // Execute using legacy system
    let result = execute_legacy_operation(legacy_request).await?;

    // Transform response to v1 format
    Ok(transform_to_v1_response(result))
}
```

### Schema Evolution

**Backward Compatible Schema Changes**:

```nickel
# API schema with version support
let ServerCreateRequest = {
    # V1 fields (always supported)
    name | string,
    plan | string,
    zone | string | default = "auto",

    # V2 additions (optional for backward compatibility)
    orchestrated | bool | default = false,
    workflow_options | { } | optional,

    # V3 additions
    batch_options | { } | optional,
    dependencies | array | default = [],

    # Version constraints
    api_version | string | default = "v1",
} in
ServerCreateRequest

# Conditional validation based on API version
let WorkflowOptions = {
    wait_for_completion | bool | default = true,
    timeout_seconds | number | default = 300,
    retry_count | number | default = 3,
} in
WorkflowOptions
```

### Client SDK Compatibility

**Multi-Version Client Support**:

```nushell
# Nushell client with version support
def "client create-server" [
    name: string,
    plan: string,
    --api-version: string = "v1",
    --orchestrated: bool = false
] -> record {
    let endpoint = match $api_version {
        "v1" => "/servers",
        "v2" => "/workflows/servers/create",
        "v3" => "/workflows/batch/submit",
        _ => (error make {msg: $"Unsupported API version: ($api_version)"})
    }

    let request_body = match $api_version {
        "v1" => {name: $name, plan: $plan},
        "v2" => {name: $name, plan: $plan, orchestrated: $orchestrated},
        "v3" => {
            operations: [{
                id: "create_server",
                type: "server_create",
                config: {name: $name, plan: $plan}
            }]
        },
        _ => (error make {msg: $"Unsupported API version: ($api_version)"})
    }

    http post $"http://localhost:9090($endpoint)" $request_body
        --headers {
            "Content-Type": "application/json",
            "API-Version": $api_version
        }
}
```

## Database Migration Strategies

### Database Architecture Evolution

**Migration Strategy**:

```plaintext
Database Evolution Path
┌─────────────────┐    ┌─────────────────┐    ┌─────────────────┐
│  File-based     │ → │   SQLite        │ → │   SurrealDB     │
│  Storage        │    │   Migration     │    │   Full Schema   │
│                 │    │                 │    │                 │
│ - JSON files    │    │ - Structured    │    │ - Graph DB      │
│ - Text logs     │    │ - Transactions  │    │ - Real-time     │
│ - Simple state  │    │ - Backup/restore│    │ - Clustering    │
└─────────────────┘    └─────────────────┘    └─────────────────┘
```

### Migration Scripts

**Automated Database Migration**:

```nushell
# Database migration orchestration
def migrate-database [
    --from: string = "filesystem",
    --to: string = "surrealdb",
    --backup-first: bool = true,
    --verify: bool = true
] -> record {
    if $backup_first {
        print "Creating backup before migration..."
        let backup_result = (create-database-backup $from)
        print $"Backup created: ($backup_result.path)"
    }

    print $"Migrating from ($from) to ($to)..."

    match [$from, $to] {
        ["filesystem", "sqlite"] => migrate_filesystem_to_sqlite,
        ["filesystem", "surrealdb"] => migrate_filesystem_to_surrealdb,
        ["sqlite", "surrealdb"] => migrate_sqlite_to_surrealdb,
        _ => (error make {msg: $"Unsupported migration path: ($from) → ($to)"})
    }

    if $verify {
        print "Verifying migration integrity..."
        let verification = (verify-migration $from $to)
        if not $verification.success {
            error make {
                msg: $"Migration verification failed: ($verification.errors)",
                help: "Restore from backup and retry migration"
            }
        }
    }

    print $"Migration from ($from) to ($to) completed successfully"
    {from: $from, to: $to, status: "completed", migrated_at: (date now)}
}
```

**File System to SurrealDB Migration**:

```nushell
def migrate_filesystem_to_surrealdb [] -> record {
    # Initialize SurrealDB connection
    let db = (connect-surrealdb)

    # Migrate server data
    let server_files = (ls data/servers/*.json)
    let migrated_servers = []

    for server_file in $server_files {
        let server_data = (open $server_file.name | from json)

        # Transform to new schema
        let server_record = {
            id: $server_data.id,
            name: $server_data.name,
            plan: $server_data.plan,
            zone: ($server_data.zone? | default "unknown"),
            status: $server_data.status,
            ip_address: $server_data.ip_address?,
            created_at: $server_data.created_at,
            updated_at: (date now),
            metadata: ($server_data.metadata? | default {}),
            tags: ($server_data.tags? | default [])
        }

        # Insert into SurrealDB
        let insert_result = try {
            query-surrealdb $"CREATE servers:($server_record.id) CONTENT ($server_record | to json)"
        } catch { |e|
            print $"Warning: Failed to migrate server ($server_data.name): ($e.msg)"
        }

        $migrated_servers = ($migrated_servers | append $server_record.id)
    }

    # Migrate workflow data
    migrate_workflows_to_surrealdb $db

    # Migrate state data
    migrate_state_to_surrealdb $db

    {
        migrated_servers: ($migrated_servers | length),
        migrated_workflows: (migrate_workflows_to_surrealdb $db).count,
        status: "completed"
    }
}
```

### Data Integrity Verification

**Migration Verification**:

```nushell
def verify-migration [from: string, to: string] -> record {
    print "Verifying data integrity..."

    let source_data = (read-source-data $from)
    let target_data = (read-target-data $to)

    let errors = []

    # Verify record counts
    if $source_data.servers.count != $target_data.servers.count {
        $errors = ($errors | append "Server count mismatch")
    }

    # Verify key records
    for server in $source_data.servers {
        let target_server = ($target_data.servers | where id == $server.id | first)

        if ($target_server | is-empty) {
            $errors = ($errors | append $"Missing server: ($server.id)")
        } else {
            # Verify critical fields
            if $target_server.name != $server.name {
                $errors = ($errors | append $"Name mismatch for server ($server.id)")
            }

            if $target_server.status != $server.status {
                $errors = ($errors | append $"Status mismatch for server ($server.id)")
            }
        }
    }

    {
        success: ($errors | length) == 0,
        errors: $errors,
        verified_at: (date now)
    }
}
```

## Deployment Considerations

### Deployment Architecture

**Hybrid Deployment Model**:

```plaintext
Deployment Architecture
┌─────────────────────────────────────────────────────────────────┐
│                    Load Balancer / Reverse Proxy               │
└─────────────────────┬───────────────────────────────────────────┘
                      │
    ┌─────────────────┼─────────────────┐
    │                 │                 │
┌───▼────┐      ┌─────▼─────┐      ┌───▼────┐
│Legacy  │      │Orchestrator│      │New     │
│System  │ ←→   │Bridge      │  ←→  │Systems │
│        │      │            │      │        │
│- CLI   │      │- API Gate  │      │- REST  │
│- Files │      │- Compat    │      │- DB    │
│- Logs  │      │- Monitor   │      │- Queue │
└────────┘      └────────────┘      └────────┘
```

### Deployment Strategies

**Blue-Green Deployment**:

```bash
# Blue-Green deployment with integration bridge
# Phase 1: Deploy new system alongside existing (Green environment)
cd src/tools
make all
make create-installers

# Install new system without disrupting existing
./packages/installers/install-provisioning-2.0.0.sh \
    --install-path /opt/provisioning-v2 \
    --no-replace-existing \
    --enable-bridge-mode

# Phase 2: Start orchestrator and validate integration
/opt/provisioning-v2/bin/orchestrator start --bridge-mode --legacy-path /opt/provisioning-v1

# Phase 3: Gradual traffic shift
# Route 10% traffic to new system
nginx-traffic-split --new-backend 10%

# Validate metrics and gradually increase
nginx-traffic-split --new-backend 50%
nginx-traffic-split --new-backend 90%

# Phase 4: Complete cutover
nginx-traffic-split --new-backend 100%
/opt/provisioning-v1/bin/orchestrator stop
```

**Rolling Update**:

```nushell
def rolling-deployment [
    --target-version: string,
    --batch-size: int = 3,
    --health-check-interval: duration = 30sec
] -> record {
    let nodes = (get-deployment-nodes)
    let batches = ($nodes | group_by --chunk-size $batch_size)

    let deployment_results = []

    for batch in $batches {
        print $"Deploying to batch: ($batch | get name | str join ', ')"

        # Deploy to batch
        for node in $batch {
            deploy-to-node $node $target_version
        }

        # Wait for health checks
        sleep $health_check_interval

        # Verify batch health
        let batch_health = ($batch | each { |node| check-node-health $node })
        let healthy_nodes = ($batch_health | where healthy == true | length)

        if $healthy_nodes != ($batch | length) {
            # Rollback batch on failure
            print $"Health check failed, rolling back batch"
            for node in $batch {
                rollback-node $node
            }
            error make {msg: "Rolling deployment failed at batch"}
        }

        print $"Batch deployed successfully"
        $deployment_results = ($deployment_results | append {
            batch: $batch,
            status: "success",
            deployed_at: (date now)
        })
    }

    {
        strategy: "rolling",
        target_version: $target_version,
        batches: ($deployment_results | length),
        status: "completed",
        completed_at: (date now)
    }
}
```

### Configuration Deployment

**Environment-Specific Deployment**:

```bash
# Development deployment
PROVISIONING_ENV=dev ./deploy.sh \
    --config-source config.dev.toml \
    --enable-debug \
    --enable-hot-reload

# Staging deployment
PROVISIONING_ENV=staging ./deploy.sh \
    --config-source config.staging.toml \
    --enable-monitoring \
    --backup-before-deploy

# Production deployment
PROVISIONING_ENV=prod ./deploy.sh \
    --config-source config.prod.toml \
    --zero-downtime \
    --enable-all-monitoring \
    --backup-before-deploy \
    --health-check-timeout 5m
```

### Container Integration

**Docker Deployment with Bridge**:

```dockerfile
# Multi-stage Docker build supporting both systems
FROM rust:1.70 as builder
WORKDIR /app
COPY . .
RUN cargo build --release

FROM ubuntu:22.04 as runtime
WORKDIR /app

# Install both legacy and new systems
COPY --from=builder /app/target/release/orchestrator /app/bin/
COPY legacy-provisioning/ /app/legacy/
COPY config/ /app/config/

# Bridge script for dual operation
COPY bridge-start.sh /app/bin/

ENV PROVISIONING_BRIDGE_MODE=true
ENV PROVISIONING_LEGACY_PATH=/app/legacy
ENV PROVISIONING_NEW_PATH=/app/bin

EXPOSE 8080
CMD ["/app/bin/bridge-start.sh"]
```

**Kubernetes Integration**:

```yaml
# Kubernetes deployment with bridge sidecar
apiVersion: apps/v1
kind: Deployment
metadata:
  name: provisioning-system
spec:
  replicas: 3
  template:
    spec:
      containers:
      - name: orchestrator
        image: provisioning-system:2.0.0
        ports:
        - containerPort: 8080
        env:
        - name: PROVISIONING_BRIDGE_MODE
          value: "true"
        volumeMounts:
        - name: config
          mountPath: /app/config
        - name: legacy-data
          mountPath: /app/legacy/data

      - name: legacy-bridge
        image: provisioning-legacy:1.0.0
        env:
        - name: BRIDGE_ORCHESTRATOR_URL
          value: "http://localhost:9090"
        volumeMounts:
        - name: legacy-data
          mountPath: /data

      volumes:
      - name: config
        configMap:
          name: provisioning-config
      - name: legacy-data
        persistentVolumeClaim:
          claimName: provisioning-data
```

## Monitoring and Observability

### Integrated Monitoring Architecture

**Monitoring Stack Integration**:

```plaintext
Observability Architecture
┌─────────────────────────────────────────────────────────────────┐
│                    Monitoring Dashboard                         │
│  ┌─────────────┐  ┌─────────────┐  ┌─────────────┐           │
│  │   Grafana   │  │  Jaeger     │  │  AlertMgr   │           │
│  └─────────────┘  └─────────────┘  └─────────────┘           │
└─────────────┬───────────────┬───────────────┬─────────────────┘
              │               │               │
   ┌──────────▼──────────┐   │   ┌───────────▼───────────┐
   │     Prometheus      │   │   │      Jaeger           │
   │   (Metrics)         │   │   │    (Tracing)          │
   └──────────┬──────────┘   │   └───────────┬───────────┘
              │               │               │
┌─────────────▼─────────────┐ │ ┌─────────────▼─────────────┐
│        Legacy             │ │ │        New System         │
│      Monitoring           │ │ │       Monitoring          │
│                           │ │ │                           │
│ - File-based logs        │ │ │ - Structured logs         │
│ - Simple metrics         │ │ │ - Prometheus metrics      │
│ - Basic health checks    │ │ │ - Distributed tracing     │
└───────────────────────────┘ │ └───────────────────────────┘
                              │
                    ┌─────────▼─────────┐
                    │   Bridge Monitor  │
                    │                   │
                    │ - Integration     │
                    │ - Compatibility   │
                    │ - Migration       │
                    └───────────────────┘
```

### Metrics Integration

**Unified Metrics Collection**:

```nushell
# Metrics bridge for legacy and new systems
def collect-system-metrics [] -> record {
    let legacy_metrics = collect-legacy-metrics
    let new_metrics = collect-new-metrics
    let bridge_metrics = collect-bridge-metrics

    {
        timestamp: (date now),
        legacy: $legacy_metrics,
        new: $new_metrics,
        bridge: $bridge_metrics,
        integration: {
            compatibility_rate: (calculate-compatibility-rate $bridge_metrics),
            migration_progress: (calculate-migration-progress),
            system_health: (assess-overall-health $legacy_metrics $new_metrics)
        }
    }
}

def collect-legacy-metrics [] -> record {
    let log_files = (ls logs/*.log)
    let process_stats = (get-process-stats "legacy-provisioning")

    {
        active_processes: $process_stats.count,
        log_file_sizes: ($log_files | get size | math sum),
        last_activity: (get-last-log-timestamp),
        error_count: (count-log-errors "last 1h"),
        performance: {
            avg_response_time: (calculate-avg-response-time),
            throughput: (calculate-throughput)
        }
    }
}

def collect-new-metrics [] -> record {
    let orchestrator_stats = try {
        http get "http://localhost:9090/metrics"
    } catch {
        {status: "unavailable"}
    }

    {
        orchestrator: $orchestrator_stats,
        workflow_stats: (get-workflow-metrics),
        api_stats: (get-api-metrics),
        database_stats: (get-database-metrics)
    }
}
```

### Logging Integration

**Unified Logging Strategy**:

```nushell
# Structured logging bridge
def log-integrated [
    level: string,
    message: string,
    --component: string = "bridge",
    --legacy-compat: bool = true
] {
    let log_entry = {
        timestamp: (date now | format date "%Y-%m-%d %H:%M:%S%.3f"),
        level: $level,
        component: $component,
        message: $message,
        system: "integrated",
        correlation_id: (generate-correlation-id)
    }

    # Write to structured log (new system)
    $log_entry | to json | save --append logs/integrated.jsonl

    if $legacy_compat {
        # Write to legacy log format
        let legacy_entry = $"[($log_entry.timestamp)] [($level)] ($component): ($message)"
        $legacy_entry | save --append logs/legacy.log
    }

    # Send to monitoring system
    send-to-monitoring $log_entry
}
```

### Health Check Integration

**Comprehensive Health Monitoring**:

```nushell
def health-check-integrated [] -> record {
    let health_checks = [
        {name: "legacy-system", check: (check-legacy-health)},
        {name: "orchestrator", check: (check-orchestrator-health)},
        {name: "database", check: (check-database-health)},
        {name: "bridge-compatibility", check: (check-bridge-health)},
        {name: "configuration", check: (check-config-health)}
    ]

    let results = ($health_checks | each { |check|
        let result = try {
            do $check.check
        } catch { |e|
            {status: "unhealthy", error: $e.msg}
        }

        {name: $check.name, result: $result}
    })

    let healthy_count = ($results | where result.status == "healthy" | length)
    let total_count = ($results | length)

    {
        overall_status: (if $healthy_count == $total_count { "healthy" } else { "degraded" }),
        healthy_services: $healthy_count,
        total_services: $total_count,
        services: $results,
        checked_at: (date now)
    }
}
```

## Legacy System Bridge

### Bridge Architecture

**Bridge Component Design**:

```nushell
# Legacy system bridge module
export module bridge {
    # Bridge state management
    export def init-bridge [] -> record {
        let bridge_config = get-config-section "bridge"

        {
            legacy_path: ($bridge_config.legacy_path? | default "/opt/provisioning-v1"),
            new_path: ($bridge_config.new_path? | default "/opt/provisioning-v2"),
            mode: ($bridge_config.mode? | default "compatibility"),
            monitoring_enabled: ($bridge_config.monitoring? | default true),
            initialized_at: (date now)
        }
    }

    # Command translation layer
    export def translate-command [
        legacy_command: list<string>
    ] -> list<string> {
        match $legacy_command {
            ["provisioning", "server", "create", $name, $plan, ...$args] => {
                let new_args = ($args | each { |arg|
                    match $arg {
                        "--dry-run" => "--dry-run",
                        "--wait" => "--wait",
                        $zone if ($zone | str starts-with "--zone=") => $zone,
                        _ => $arg
                    }
                })

                ["provisioning", "server", "create", $name, $plan] ++ $new_args ++ ["--orchestrated"]
            },
            _ => $legacy_command  # Pass through unchanged
        }
    }

    # Data format translation
    export def translate-response [
        legacy_response: record,
        target_format: string = "v2"
    ] -> record {
        match $target_format {
            "v2" => {
                id: ($legacy_response.id? | default (generate-uuid)),
                name: $legacy_response.name,
                status: $legacy_response.status,
                created_at: ($legacy_response.created_at? | default (date now)),
                metadata: ($legacy_response | reject name status created_at),
                version: "v2-compat"
            },
            _ => $legacy_response
        }
    }
}
```

### Bridge Operation Modes

**Compatibility Mode**:

```nushell
# Full compatibility with legacy system
def run-compatibility-mode [] {
    print "Starting bridge in compatibility mode..."

    # Intercept legacy commands
    let legacy_commands = monitor-legacy-commands

    for command in $legacy_commands {
        let translated = (bridge translate-command $command)

        try {
            let result = (execute-new-system $translated)
            let legacy_result = (bridge translate-response $result "v1")
            respond-to-legacy $legacy_result
        } catch { |e|
            # Fall back to legacy system on error
            let fallback_result = (execute-legacy-system $command)
            respond-to-legacy $fallback_result
        }
    }
}
```

**Migration Mode**:

```nushell
# Gradual migration with traffic splitting
def run-migration-mode [
    --new-system-percentage: int = 50
] {
    print $"Starting bridge in migration mode (($new_system_percentage)% new system)"

    let commands = monitor-all-commands

    for command in $commands {
        let route_to_new = ((random integer 1..100) <= $new_system_percentage)

        if $route_to_new {
            try {
                execute-new-system $command
            } catch {
                # Fall back to legacy on failure
                execute-legacy-system $command
            }
        } else {
            execute-legacy-system $command
        }
    }
}
```

## Migration Pathways

### Migration Phases

**Phase 1: Parallel Deployment**

- Deploy new system alongside existing
- Enable bridge for compatibility
- Begin data synchronization
- Monitor integration health

**Phase 2: Gradual Migration**

- Route increasing traffic to new system
- Migrate data in background
- Validate consistency
- Address integration issues

**Phase 3: Full Migration**

- Complete traffic cutover
- Decommission legacy system
- Clean up bridge components
- Finalize data migration

### Migration Automation

**Automated Migration Orchestration**:

```nushell
def execute-migration-plan [
    migration_plan: string,
    --dry-run: bool = false,
    --skip-backup: bool = false
] -> record {
    let plan = (open $migration_plan | from yaml)

    if not $skip_backup {
        create-pre-migration-backup
    }

    let migration_results = []

    for phase in $plan.phases {
        print $"Executing migration phase: ($phase.name)"

        if $dry_run {
            print $"[DRY RUN] Would execute phase: ($phase)"
            continue
        }

        let phase_result = try {
            execute-migration-phase $phase
        } catch { |e|
            print $"Migration phase failed: ($e.msg)"

            if $phase.rollback_on_failure? | default false {
                print "Rolling back migration phase..."
                rollback-migration-phase $phase
            }

            error make {msg: $"Migration failed at phase ($phase.name): ($e.msg)"}
        }

        $migration_results = ($migration_results | append $phase_result)

        # Wait between phases if specified
        if "wait_seconds" in $phase {
            sleep ($phase.wait_seconds * 1sec)
        }
    }

    {
        migration_plan: $migration_plan,
        phases_completed: ($migration_results | length),
        status: "completed",
        completed_at: (date now),
        results: $migration_results
    }
}
```

**Migration Validation**:

```nushell
def validate-migration-readiness [] -> record {
    let checks = [
        {name: "backup-available", check: (check-backup-exists)},
        {name: "new-system-healthy", check: (check-new-system-health)},
        {name: "database-accessible", check: (check-database-connectivity)},
        {name: "configuration-valid", check: (validate-migration-config)},
        {name: "resources-available", check: (check-system-resources)},
        {name: "network-connectivity", check: (check-network-health)}
    ]

    let results = ($checks | each { |check|
        {
            name: $check.name,
            result: (do $check.check),
            timestamp: (date now)
        }
    })

    let failed_checks = ($results | where result.status != "ready")

    {
        ready_for_migration: ($failed_checks | length) == 0,
        checks: $results,
        failed_checks: $failed_checks,
        validated_at: (date now)
    }
}
```

## Troubleshooting Integration Issues

### Common Integration Problems

#### API Compatibility Issues

**Problem**: Version mismatch between client and server

```bash
# Diagnosis
curl -H "API-Version: v1" http://localhost:9090/health
curl -H "API-Version: v2" http://localhost:9090/health

# Solution: Check supported versions
curl http://localhost:9090/api/versions

# Update client API version
export PROVISIONING_API_VERSION=v2
```

#### Configuration Bridge Issues

**Problem**: Configuration not found in either system

```nushell
# Diagnosis
def diagnose-config-issue [key: string] -> record {
    let toml_result = try {
        get-config-value $key
    } catch { |e| {status: "failed", error: $e.msg} }

    let env_key = ($key | str replace "." "_" | str upcase | $"PROVISIONING_($in)")
    let env_result = try {
        $env | get $env_key
    } catch { |e| {status: "failed", error: $e.msg} }

    {
        key: $key,
        toml_config: $toml_result,
        env_config: $env_result,
        migration_needed: ($toml_result.status == "failed" and $env_result.status != "failed")
    }
}

# Solution: Migrate configuration
def migrate-single-config [key: string] {
    let diagnosis = (diagnose-config-issue $key)

    if $diagnosis.migration_needed {
        let env_value = $diagnosis.env_config
        set-config-value $key $env_value
        print $"Migrated ($key) from environment variable"
    }
}
```

#### Database Integration Issues

**Problem**: Data inconsistency between systems

```nushell
# Diagnosis and repair
def repair-data-consistency [] -> record {
    let legacy_data = (read-legacy-data)
    let new_data = (read-new-data)

    let inconsistencies = []

    # Check server records
    for server in $legacy_data.servers {
        let new_server = ($new_data.servers | where id == $server.id | first)

        if ($new_server | is-empty) {
            print $"Missing server in new system: ($server.id)"
            create-server-record $server
            $inconsistencies = ($inconsistencies | append {type: "missing", id: $server.id})
        } else if $new_server != $server {
            print $"Inconsistent server data: ($server.id)"
            update-server-record $server
            $inconsistencies = ($inconsistencies | append {type: "inconsistent", id: $server.id})
        }
    }

    {
        inconsistencies_found: ($inconsistencies | length),
        repairs_applied: ($inconsistencies | length),
        repaired_at: (date now)
    }
}
```

### Debug Tools

**Integration Debug Mode**:

```bash
# Enable comprehensive debugging
export PROVISIONING_DEBUG=true
export PROVISIONING_LOG_LEVEL=debug
export PROVISIONING_BRIDGE_DEBUG=true
export PROVISIONING_INTEGRATION_TRACE=true

# Run with integration debugging
provisioning server create test-server 2xCPU-4 GB --debug-integration
```

**Health Check Debugging**:

```nushell
def debug-integration-health [] -> record {
    print "=== Integration Health Debug ==="

    # Check all integration points
    let legacy_health = try {
        check-legacy-system
    } catch { |e| {status: "error", error: $e.msg} }

    let orchestrator_health = try {
        http get "http://localhost:9090/health"
    } catch { |e| {status: "error", error: $e.msg} }

    let bridge_health = try {
        check-bridge-status
    } catch { |e| {status: "error", error: $e.msg} }

    let config_health = try {
        validate-config-integration
    } catch { |e| {status: "error", error: $e.msg} }

    print $"Legacy System: ($legacy_health.status)"
    print $"Orchestrator: ($orchestrator_health.status)"
    print $"Bridge: ($bridge_health.status)"
    print $"Configuration: ($config_health.status)"

    {
        legacy: $legacy_health,
        orchestrator: $orchestrator_health,
        bridge: $bridge_health,
        configuration: $config_health,
        debug_timestamp: (date now)
    }
}
```

This integration guide provides a comprehensive framework for seamlessly integrating new development components with existing production systems while
maintaining reliability, compatibility, and clear migration pathways.