Files
Profa fd18d5870e feat(learning): add full learning support to CoverageAnalyzer and QualityGate agents
- CoverageAnalyzerAgent: Add ExperienceCapture integration for Nightly-Learner
  - New loadAndCachePatternsForConfidence() for startup pattern loading
  - New getConfidenceBoostFromPatterns() for 30% max confidence boost
  - New captureExperienceForLearning() for experience capture

- QualityGateAgent: Add complete learning stack
  - Add LearningEngine for Q-learning pattern discovery
  - Add PerformanceTracker for metrics tracking
  - Add ExperienceCapture for Nightly-Learner integration
  - New confidence boosting (25% max) from cached patterns

- Add comprehensive documentation:
  - docs/guides/DREAM-ENGINE-ARCHITECTURE.md
  - docs/reports/learning-flow-deep-analysis.md
  - docs/reports/agent-learning-implementation-report.md

- Add scripts/run-agents.js for testing agent execution

All 18 QE agents now have proper learning integration.

🤖 Generated with [Claude Code](https://claude.com/claude-code)

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
2025-12-12 09:26:52 +00:00
..

Regression Validation Reports

This directory contains comprehensive regression testing validation reports generated by the Regression Validation Specialist agent.

📋 Available Reports

1. Regression Dashboard

Purpose: Real-time monitoring dashboard for test suite stability
Contains:

  • Current status and safety score
  • Visual metrics and trends
  • Agent coordination status
  • Action items and escalation paths

Best for: Quick status checks and stakeholder updates


2. Regression Validation Report

Purpose: Detailed technical validation report
Contains:

  • Complete test execution metrics
  • Pass rate trends over time
  • Failure analysis by category
  • Readiness criteria assessment
  • Safety net score breakdown

Best for: Engineering team analysis and debugging


3. Executive Summary

Purpose: High-level executive briefing
Contains:

  • Critical findings and recommendations
  • GO/NO-GO decision with justification
  • Path to GO status with timeline
  • Resource requirements
  • Coordination data locations

Best for: Management decision-making and planning


🎯 Current Status Summary

Metric Value Status
Safety Score 4.61/100 🔴 POOR
Pass Rate 6.82% ❌ Below 70% target
Coverage 1.30% ❌ Below 15% target
Recommendation NO-GO ❌ Not ready for deployment

📊 Data Sources

All reports are generated from data stored in SwarmMemoryManager at:

  • Database: .swarm/memory.db
  • Partition: coordination
  • Memory keys: aqe/regression/*
  • Performance metrics: regression_*, safety_net_score

🔄 Update Frequency

  • Dashboard: Real-time (updated after each validation run)
  • Validation Report: After every 3 test runs
  • Executive Summary: On final validation or significant milestones

📞 Contact

Agent: Regression Validation Specialist
Role: Test suite stability monitoring and GO/NO-GO decisions
Coordination: AQE Hooks System (SwarmMemoryManager + EventBus)


🔗 Query Tools

View stored validation data:

# View final validation results
npx tsx scripts/query-aqe-memory.ts -k "aqe/regression/final-validation"

# Check stability trends
npx tsx scripts/query-aqe-memory.ts -k "aqe/regression/stability-trend"

# Monitor agent coordination
npx tsx scripts/query-aqe-memory.ts -k "aqe/regression/agent-monitoring"

# View all regression-related data
npx tsx scripts/query-aqe-memory.ts -p "aqe/regression"

Generated: 2025-10-17 | Validator: Regression Validation Specialist