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chore: extend doc: adr, tutorials, operations, etc
2026-01-12 03:32:47 +00:00
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<h1 id="-multi-agent-workflows"><a class="header" href="#-multi-agent-workflows">🔄 Multi-Agent Workflows</a></h1>
<h2 id="end-to-end-parallel-task-orchestration"><a class="header" href="#end-to-end-parallel-task-orchestration">End-to-End Parallel Task Orchestration</a></h2>
<p><strong>Version</strong>: 0.1.0
<strong>Status</strong>: Specification (VAPORA v1.0 - Workflows)
<strong>Purpose</strong>: Workflows where 10+ agents work in parallel, coordinated automatically</p>
<hr />
<h2 id="-objetivo"><a class="header" href="#-objetivo">🎯 Objetivo</a></h2>
<p>Orquestar workflows donde múltiples agentes trabajan <strong>en paralelo</strong> en diferentes aspectos de una tarea, sin intervención manual:</p>
<pre><code>Feature Request
↓
ProjectManager crea task
↓ (paralelo)
Architect diseña ────────┐
Developer implementa ────├─→ Reviewer revisa ──┐
Tester escribe tests ────┤ ├─→ DecisionMaker aprueba
Documenter prepara docs ─┤ ├─→ DevOps deploya
Security audita ────────┘ │
↓
Marketer promociona
</code></pre>
<hr />
<h2 id="-workflow-feature-compleja-end-to-end"><a class="header" href="#-workflow-feature-compleja-end-to-end">📋 Workflow: Feature Compleja End-to-End</a></h2>
<h3 id="fase-1-planificación-serial---requiere-aprobación"><a class="header" href="#fase-1-planificación-serial---requiere-aprobación">Fase 1: Planificación (Serial - Requiere aprobación)</a></h3>
<p><strong>Agentes</strong>: Architect, ProjectManager, DecisionMaker</p>
<p><strong>Timeline</strong>: 1-2 horas</p>
<pre><code class="language-yaml">Workflow: feature-auth-mfa
Status: planning
Created: 2025-11-09T10:00:00Z
Steps:
1_architect_designs:
agent: architect
input: feature_request, project_context
task_type: ArchitectureDesign
quality: Critical
estimated_duration: 45min
output:
- design_doc.md
- adr-001-mfa-strategy.md
- architecture_diagram.svg
2_pm_validates:
dependencies: [1_architect_designs]
agent: project-manager
task_type: GeneralQuery
input: design_doc, project_timeline
action: validate_feasibility
3_decision_maker_approves:
dependencies: [2_pm_validates]
agent: decision-maker
task_type: GeneralQuery
input: design, feasibility_report
approval_required: true
escalation_if: ["too risky", "breaks roadmap"]
</code></pre>
<p><strong>Output</strong>: ADR aprobado, design doc, go/no-go decision</p>
<hr />
<h3 id="fase-2-implementación-paralelo---máxima-concurrencia"><a class="header" href="#fase-2-implementación-paralelo---máxima-concurrencia">Fase 2: Implementación (Paralelo - Máxima concurrencia)</a></h3>
<p><strong>Agentes</strong>: Developer (×3), Tester, Security, Documenter (async)</p>
<p><strong>Timeline</strong>: 3-5 días</p>
<pre><code class="language-yaml"> 4_frontend_dev:
dependencies: [3_decision_maker_approves]
agent: developer-frontend
skill_match: frontend
input: design_doc, api_spec
tasks:
- implement_mfa_ui
- add_totp_input
- add_webauthn_button
parallel_with: [4_backend_dev, 5_security_setup, 6_docs_start]
max_duration: 4days
4_backend_dev:
dependencies: [3_decision_maker_approves]
agent: developer-backend
skill_match: backend, security
input: design_doc, database_schema
tasks:
- implement_mfa_service
- add_totp_verification
- add_webauthn_endpoint
parallel_with: [4_frontend_dev, 5_security_setup, 6_docs_start]
max_duration: 4days
5_security_audit:
dependencies: [3_decision_maker_approves]
agent: security
input: design_doc, threat_model
tasks:
- threat_modeling
- security_review
- vulnerability_scan_plan
parallel_with: [4_frontend_dev, 4_backend_dev, 6_docs_start]
can_block_deployment: true
6_docs_start:
dependencies: [3_decision_maker_approves]
agent: documenter
input: design_doc
tasks:
- create_adr_doc
- start_implementation_guide
parallel_with: [4_frontend_dev, 4_backend_dev, 5_security_audit]
low_priority: true
Status: in_progress
Parallel_agents: 5
Progress: 60%
Blockers: none
</code></pre>
<p><strong>Output</strong>:</p>
<ul>
<li>Frontend implementation + PRs</li>
<li>Backend implementation + PRs</li>
<li>Security audit report</li>
<li>Initial documentation</li>
</ul>
<hr />
<h3 id="fase-3-código-review-paralelo-pero-gated"><a class="header" href="#fase-3-código-review-paralelo-pero-gated">Fase 3: Código Review (Paralelo pero gated)</a></h3>
<p><strong>Agentes</strong>: CodeReviewer (×2), Security, Tester</p>
<p><strong>Timeline</strong>: 1-2 días</p>
<pre><code class="language-yaml"> 7a_frontend_review:
dependencies: [4_frontend_dev]
agent: code-reviewer-frontend
input: frontend_pr
actions: [comment, request_changes, approve]
must_pass: 1 # At least 1 reviewer
can_block_merge: true
7b_backend_review:
dependencies: [4_backend_dev]
agent: code-reviewer-backend
input: backend_pr
actions: [comment, request_changes, approve]
must_pass: 1
security_required: true # Security must also approve
7c_security_review:
dependencies: [4_backend_dev, 5_security_audit]
agent: security
input: backend_pr, security_audit
actions: [scan, approve_or_block]
critical_vulns_block_merge: true
high_vulns_require_mitigation: true
7d_test_coverage:
dependencies: [4_frontend_dev, 4_backend_dev]
agent: tester
input: frontend_pr, backend_pr
actions: [run_tests, check_coverage, benchmark]
must_pass: tests_passing &amp;&amp; coverage &gt; 85%
Status: in_progress
Parallel_reviewers: 4
Approved: frontend_review
Pending: backend_review (awaiting security_review)
Blockers: security_review
</code></pre>
<p><strong>Output</strong>:</p>
<ul>
<li>Approved PRs (if all pass)</li>
<li>Comments &amp; requested changes</li>
<li>Test coverage report</li>
<li>Security clearance</li>
</ul>
<hr />
<h3 id="fase-4-merge--deploy-serial---ordered"><a class="header" href="#fase-4-merge--deploy-serial---ordered">Fase 4: Merge &amp; Deploy (Serial - Ordered)</a></h3>
<p><strong>Agentes</strong>: CodeReviewer, DevOps, Monitor</p>
<p><strong>Timeline</strong>: 1-2 horas</p>
<pre><code class="language-yaml"> 8_merge_to_dev:
dependencies: [7a_frontend_review, 7b_backend_review, 7c_security_review, 7d_test_coverage]
agent: code-reviewer
action: merge_to_dev
requires: all_approved
9_deploy_staging:
dependencies: [8_merge_to_dev]
agent: devops
environment: staging
actions: [trigger_ci, deploy_manifests, smoke_test]
automatic_after_merge: true
timeout: 30min
10_smoke_test:
dependencies: [9_deploy_staging]
agent: tester
test_type: smoke
environments: [staging]
must_pass: all
11_monitor_staging:
dependencies: [9_deploy_staging]
agent: monitor
duration: 1hour
metrics: [error_rate, latency, cpu, memory]
alert_if: error_rate &gt; 1% or p99_latency &gt; 500ms
Status: in_progress
Completed: 8_merge_to_dev
In_progress: 9_deploy_staging (20min elapsed)
Pending: 10_smoke_test, 11_monitor_staging
</code></pre>
<p><strong>Output</strong>:</p>
<ul>
<li>Code merged to dev</li>
<li>Deployed to staging</li>
<li>Smoke tests pass</li>
<li>Monitoring active</li>
</ul>
<hr />
<h3 id="fase-5-final-validation--release"><a class="header" href="#fase-5-final-validation--release">Fase 5: Final Validation &amp; Release</a></h3>
<p><strong>Agentes</strong>: DecisionMaker, DevOps, Marketer, Monitor</p>
<p><strong>Timeline</strong>: 1-3 horas</p>
<pre><code class="language-yaml"> 12_final_approval:
dependencies: [10_smoke_test, 11_monitor_staging]
agent: decision-maker
input: test_results, monitoring_report, security_clearance
action: approve_for_production
if_blocked: defer_to_next_week
13_deploy_production:
dependencies: [12_final_approval]
agent: devops
environment: production
deployment_strategy: blue_green # 0 downtime
actions: [deploy, health_check, traffic_switch]
rollback_on: any_error
14_monitor_production:
dependencies: [13_deploy_production]
agent: monitor
duration: 24hours
alert_thresholds: [error_rate &gt; 0.5%, p99 &gt; 300ms, cpu &gt; 80%]
auto_rollback_if: critical_error
15_announce_release:
dependencies: [13_deploy_production] # Can start once deployed
agent: marketer
async: true
actions: [draft_blog_post, announce_on_twitter, create_demo_video]
16_update_docs:
dependencies: [13_deploy_production]
agent: documenter
async: true
actions: [update_changelog, publish_guide, update_roadmap]
Status: completed
Deployed: 2025-11-10T14:00:00Z
Monitoring: Active
Release_notes: docs/releases/v1.2.0.md
</code></pre>
<p><strong>Output</strong>:</p>
<ul>
<li>Deployed to production</li>
<li>24h monitoring active</li>
<li>Blog post + social media</li>
<li>Docs updated</li>
<li>Release notes published</li>
</ul>
<hr />
<h2 id="-workflow-state-machine"><a class="header" href="#-workflow-state-machine">🔄 Workflow State Machine</a></h2>
<pre><code>Created
↓
Planning (serial, approval-gated)
├─ Architect designs
├─ PM validates
└─ DecisionMaker approves → GO / NO-GO
↓
Implementation (parallel)
├─ Frontend dev
├─ Backend dev
├─ Security audit
├─ Tester setup
└─ Documenter start
↓
Review (parallel but gated)
├─ Code review
├─ Security review
├─ Test execution
└─ Coverage check
↓
Merge &amp; Deploy (serial, ordered)
├─ Merge to dev
├─ Deploy staging
├─ Smoke test
└─ Monitor staging
↓
Release (parallel async)
├─ Final approval
├─ Deploy production
├─ Monitor 24h
├─ Marketing announce
└─ Docs update
↓
Completed / Rolled back
Transitions:
- Blocked → can escalate to DecisionMaker
- Failed → auto-rollback if production
- Waiting → timeout after N hours
</code></pre>
<hr />
<h2 id="-workflow-dsl-yamltoml"><a class="header" href="#-workflow-dsl-yamltoml">🎯 Workflow DSL (YAML/TOML)</a></h2>
<h3 id="minimal-example"><a class="header" href="#minimal-example">Minimal Example</a></h3>
<pre><code class="language-yaml">workflow:
id: feature-auth
title: Implement MFA
agents:
architect:
role: Architect
parallel_with: [pm]
pm:
role: ProjectManager
depends_on: [architect]
developer:
role: Developer
depends_on: [pm]
parallelizable: true
approval_required_at: [architecture, deploy_production]
allow_concurrent_agents: 10
timeline_hours: 48
</code></pre>
<h3 id="complex-example-feature-complete"><a class="header" href="#complex-example-feature-complete">Complex Example (Feature-complete)</a></h3>
<pre><code class="language-yaml">workflow:
id: feature-user-preferences
title: User Preferences System
created_at: 2025-11-09T10:00:00Z
phases:
phase_1_design:
duration_hours: 2
serial: true
steps:
- name: architect_designs
agent: architect
input: feature_spec
output: design_doc
- name: architect_creates_adr
agent: architect
depends_on: architect_designs
output: adr-017.md
- name: pm_reviews
agent: project-manager
depends_on: architect_creates_adr
approval_required: true
phase_2_implementation:
duration_hours: 48
parallel: true
max_concurrent_agents: 6
steps:
- name: frontend_dev
agent: developer
skill_match: frontend
depends_on: [architect_designs]
- name: backend_dev
agent: developer
skill_match: backend
depends_on: [architect_designs]
- name: db_migration
agent: devops
depends_on: [architect_designs]
- name: security_review
agent: security
depends_on: [architect_designs]
- name: docs_start
agent: documenter
depends_on: [architect_creates_adr]
priority: low
phase_3_review:
duration_hours: 16
gate: all_tests_pass &amp;&amp; all_reviews_approved
steps:
- name: frontend_review
agent: code-reviewer
depends_on: frontend_dev
- name: backend_review
agent: code-reviewer
depends_on: backend_dev
- name: tests
agent: tester
depends_on: [frontend_dev, backend_dev]
- name: deploy_staging
agent: devops
depends_on: [frontend_review, backend_review, tests]
phase_4_release:
duration_hours: 4
steps:
- name: final_approval
agent: decision-maker
depends_on: phase_3_review
- name: deploy_production
agent: devops
depends_on: final_approval
strategy: blue_green
- name: announce
agent: marketer
depends_on: deploy_production
async: true
</code></pre>
<hr />
<h2 id="-runtime-monitoring--adjustment"><a class="header" href="#-runtime-monitoring--adjustment">🔧 Runtime: Monitoring &amp; Adjustment</a></h2>
<h3 id="dashboard-real-time"><a class="header" href="#dashboard-real-time">Dashboard (Real-Time)</a></h3>
<pre><code>Workflow: feature-auth-mfa
Status: in_progress (Phase 2/5)
Progress: 45%
Timeline: 2/4 days remaining
Active Agents (5/12):
├─ architect-001 🟢 Designing (80% done)
├─ developer-frontend-001 🟢 Implementing (60% done)
├─ developer-backend-001 🟢 Implementing (50% done)
├─ security-001 🟢 Auditing (70% done)
└─ documenter-001 🟡 Waiting for PR links
Pending Agents (4):
├─ code-reviewer-001 ⏳ Waiting for frontend_dev
├─ code-reviewer-002 ⏳ Waiting for backend_dev
├─ tester-001 ⏳ Waiting for dev completion
└─ devops-001 ⏳ Waiting for reviews
Blockers: none
Issues: none
Risks: none
Timeline Projection:
- Design: ✅ 2h (completed)
- Implementation: 3d (50% done, on track)
- Review: 1d (scheduled)
- Deploy: 4h (scheduled)
Total ETA: 4d (vs 5d planned, 1d early!)
</code></pre>
<h3 id="workflow-adjustments"><a class="header" href="#workflow-adjustments">Workflow Adjustments</a></h3>
<pre><pre class="playground"><code class="language-rust"><span class="boring">#![allow(unused)]
</span><span class="boring">fn main() {
</span>pub enum WorkflowAdjustment {
// Add more agents if progress slow
AddAgent { agent_role: AgentRole, count: u32 },
// Parallelize steps that were serial
Parallelize { step_ids: Vec&lt;String&gt; },
// Skip optional steps to save time
SkipOptionalSteps { step_ids: Vec&lt;String&gt; },
// Escalate blocker to DecisionMaker
EscalateBlocker { step_id: String },
// Pause workflow for manual review
Pause { reason: String },
// Cancel workflow if infeasible
Cancel { reason: String },
}
// Example: If timeline too tight, add agents
if projected_timeline &gt; planned_timeline {
workflow.adjust(WorkflowAdjustment::AddAgent {
agent_role: AgentRole::Developer,
count: 2,
}).await?;
}
<span class="boring">}</span></code></pre></pre>
<hr />
<h2 id="-implementation-checklist"><a class="header" href="#-implementation-checklist">🎯 Implementation Checklist</a></h2>
<ul>
<li><input disabled="" type="checkbox"/>
Workflow YAML/TOML parser</li>
<li><input disabled="" type="checkbox"/>
State machine executor (Created→Completed)</li>
<li><input disabled="" type="checkbox"/>
Parallel task scheduler</li>
<li><input disabled="" type="checkbox"/>
Dependency resolution (topological sort)</li>
<li><input disabled="" type="checkbox"/>
Gate evaluation (all_passed, any_approved, etc.)</li>
<li><input disabled="" type="checkbox"/>
Blocking &amp; escalation logic</li>
<li><input disabled="" type="checkbox"/>
Rollback on failure</li>
<li><input disabled="" type="checkbox"/>
Real-time dashboard</li>
<li><input disabled="" type="checkbox"/>
Audit trail (who did what, when, why)</li>
<li><input disabled="" type="checkbox"/>
CLI: <code>vapora workflow run feature-auth.yaml</code></li>
<li><input disabled="" type="checkbox"/>
CLI: <code>vapora workflow status --id feature-auth</code></li>
<li><input disabled="" type="checkbox"/>
Monitoring &amp; alerting</li>
</ul>
<hr />
<h2 id="-success-metrics"><a class="header" href="#-success-metrics">📊 Success Metrics</a></h2>
<p>✅ 10+ agents coordinated without errors
✅ Parallel execution actual (not serial)
✅ Dependencies respected
✅ Approval gates enforce correctly
✅ Rollback works on failure
✅ Dashboard updates real-time
✅ Workflow completes in &lt;5% over estimated time</p>
<hr />
<p><strong>Version</strong>: 0.1.0
<strong>Status</strong>: ✅ Specification Complete (VAPORA v1.0)
<strong>Purpose</strong>: Multi-agent parallel workflow orchestration</p>
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