================================================================================
MERGE ANALYSIS COMPLETE ✅
================================================================================

OBJECTIVE: Merge main branch features while keeping flat src/ structure
STATUS: Analysis complete, ready for execution
CONFIDENCE: HIGH (95%)

================================================================================
KEY FINDINGS
================================================================================

FILES TO EXTRACT: 52 new/enhanced files
  - 7 files: NEW monitoring module (health, metrics, logging)
  - 11 files: Enhanced API (middleware + models)
  - 12 files: Enhanced orchestrator (prompt enhancement, financial specialist)
  - 22 files: Enhanced learning pipeline (A/B testing, fine-tuning)

FILES TO DELETE: 7 Ory files
  - 4 core Ory files (hydra_client, ory_provider, kratos_webhook)
  - 3 Ory test files

FILES TO CLEAN: 3 files
  - auth/__init__.py (remove Ory imports)
  - auth/providers/unified_auth_provider.py (remove Ory integration)
  - api/main.py (remove Ory routers)

CONFLICTS TO RESOLVE: 38 files
  - Most are file-ingestion service (keep our WorkOS version)
  - Configuration merges (remove Ory vars)
  - Documentation merges

================================================================================
DELIVERABLES
================================================================================

1. EXECUTIVE_SUMMARY.md
   → High-level overview, decisions, success criteria (5 min read)

2. COMPREHENSIVE_MERGE_STRATEGY.md  
   → Complete 10-phase plan with all details (20 min read)

3. QUICK_EXECUTION_GUIDE.md
   → Step-by-step commands, copy-paste ready (48 min execution)

4. INDEX.md
   → Navigation guide for all documents

5. ReasoningBank Memory
   → Stored as "merge-strategy" in "merge-coordination" namespace
   → Memory ID: 23a5d894-19c8-456d-8e0d-db1106561c47

================================================================================
STRUCTURE: BEFORE → AFTER
================================================================================

BEFORE (no-ory-branch):
  src/ (flat structure with basic modules)

AFTER (merged):
  src/ (flat structure + 52 enhanced files)
    ├── monitoring/        ✨ NEW (7 files)
    ├── api/
    │   ├── middleware/    ✨ +6 files (rate limiters)
    │   └── models/        ✨ +5 files (activity, financial, etc.)
    ├── orchestrator/      ✨ +12 files (prompt enhancement)
    └── learning/          ✨ +22 files (A/B testing, fine-tuning)

  NO apps/ directory ✅
  NO Ory code ✅
  WorkOS only ✅

================================================================================
EXECUTION PLAN (10 Steps, 48 minutes)
================================================================================

1. Extract Monitoring         → 7 files   (2 min)
2. Extract API Enhancements   → 11 files  (3 min)
3. Extract Orchestrator       → 12 files  (3 min)
4. Extract Learning Pipeline  → 22 files  (4 min)
5. Clean Auth (Remove Ory)    → 5 files   (5 min)
6. Update Main Application    → 1 file    (5 min)
7. Update Configuration       → 3 files   (5 min)
8. Remove apps/ Directory     → cleanup   (1 min)
9. Remove Ory References      → verify    (10 min)
10. Test & Validate           → tests     (10 min)

================================================================================
AGENT ASSIGNMENTS
================================================================================

Feature Extractor (coder)           → Extract 52 files, update imports
Auth Cleaner (security-specialist)  → Remove 7 Ory files, verify cleanup
Config Manager (devops)             → Merge configs, remove Ory deps
Test Engineer (tester)              → Run tests, verify >80% coverage
Documentation Writer (documenter)   → Update docs, create migration guide
Quality Assurance (reviewer)        → Final review, approval

================================================================================
SUCCESS CRITERIA
================================================================================

STRUCTURE:
  ✓ No apps/ directory
  ✓ All code in flat src/ structure
  ✓ src/monitoring/ exists with 7 files
  ✓ src/orchestrator/prompt_enhancement/ exists
  ✓ src/learning/ab_testing/ exists

CODE QUALITY:
  ✓ Zero Ory references (grep verification)
  ✓ All imports work correctly
  ✓ >80% test coverage maintained
  ✓ All CI/CD checks passing

FUNCTIONALITY:
  ✓ Monitoring endpoints operational
  ✓ Prompt enhancement working
  ✓ Learning pipeline initializes
  ✓ WorkOS authentication functional

================================================================================
VALIDATION COMMANDS
================================================================================

# Structure
test ! -d apps && echo "✓ No monorepo"
test -d src/monitoring && echo "✓ Monitoring exists"

# Ory cleanup
rg -i "ory|kratos|hydra" src/ --type py | wc -l  # Should be 0

# Imports
python -c "from src.monitoring.health_checks import HealthCheckService"
python -c "from src.orchestrator.prompt_enhancement.service import EnhancementService"

================================================================================
NEXT STEPS
================================================================================

1. Review documentation in docs/merge-analysis/
2. Start with INDEX.md for navigation
3. Read EXECUTIVE_SUMMARY.md for overview
4. Execute using QUICK_EXECUTION_GUIDE.md
5. Validate with checklists from COMPREHENSIVE_MERGE_STRATEGY.md

================================================================================
QUICK START
================================================================================

git branch backup-merge-$(date +%Y%m%d-%H%M%S)
git checkout -b feature/extract-main-features no-ory-branch

# Then follow QUICK_EXECUTION_GUIDE.md

================================================================================
CONFIDENCE: HIGH (95%)
READY TO PROCEED: YES ✅
================================================================================