Milestone 11 - Enhanced Quality Assurance

Summary

Add fact-checking, advanced validation, and automated fix suggestions.

Timeline

Weeks 23-24

Goal

Implement comprehensive fact-checking and advanced quality validation.

Deliverables

Quality Assurance Agent (Enhanced)

• ✅ Version-Aware QA Enhancements:
  • Track quality metrics per agent version
  • Version-specific quality patterns (identify version-related issues)
  • Compare quality scores across versions
  • Version-aware validation rules (different rules for experimental vs production versions)
  • Quality regression detection (identify when new version introduces quality issues)
  • Version performance correlation (link quality issues to specific agent versions)
• ✅ Fact-Checking System:
  • Claim extraction from newsletter content
  • Cross-reference with source data
  • Number verification (prices, metrics, dates)
  • Quote and attribution verification
  • AI-powered complex claim verification
  • Fact-checking results linked to source agent version
• ✅ Advanced Quality Assessment:
  • Readability analysis
  • Consistency check (contradiction detection)
  • Overall quality score calculation
  • Quality scores tracked per agent version
• ✅ Issue Resolution:
  • Automated fix suggestions
  • Severity classification
  • Recommendation generation
  • Version-specific recommendations (suggest version rollback if quality degrades)
• ✅ Agent Data API Integration:
  • Writes QA results via POST /api/quality-assurance/ endpoint
  • Includes agentVersion in all outputs
  • Tracks source agent version in validation results

Content Generation Agent (Update)

• ✅ Use QA feedback more effectively
• ✅ Improve content based on fact-checking results

Task Timeline

Limitations (Acceptable for This Milestone)

• Fact-checking may not catch all subtle errors
• Some fixes require manual intervention
• No automated content rewriting yet

Success Criteria

• ✅ Version-aware QA tracks quality metrics per agent version
• ✅ Version-specific validation rules work correctly
• ✅ Quality regression detection identifies version-related issues
• ✅ QA results are linked to source agent versions
• ✅ Detects 90%+ of factual errors
• ✅ Verifies numbers and dates accurately
• ✅ Provides actionable fix suggestions
• ✅ Quality scores correlate with manual review
• ✅ Newsletter accuracy improves
• ✅ All QA outputs include agentVersion field
• ✅ Version performance correlation helps identify problematic versions

Next Steps

After this milestone, QA is comprehensive. Milestone 12 will add the Learning Agent for optimization.