# Documentation Migration Summary

## Current Status
- **Last Updated:** 2026-05-02 18:16:00
- **Total Graph Nodes:** 171
- **Total Graph Edges:** 117
- **Documentation Files Processed:** 29 (excluding this summary)
- **Migration Status:** COMPLETE — All source files accounted for

## Migration History

### Batch 1 (April 27, 2026)
- Migrated core documentation files
- Created ~25 nodes for business strategy, technical architecture, operations
- Total nodes at completion: ~138

### Batch 2 (May 1, 2026)
- Migrated templates and additional technical docs
- Created ~42 nodes
- Total nodes at completion: ~160

### Batch 3 (May 2, 2026)
- Migrated AI agents framework documentation
- Created 8 new nodes:
  - #180: Business Strategy & Vision — Home
  - #181: Technical Architecture — Overview
  - #182: Autonomous AI Agents — Home
  - #183: Claude Code & Opencode — Home
  - #184: MCP (Model Context Protocol) — Home
  - #185: OpenClaw Framework — Home
  - #186: OpenMAIC Education — Home
  - #187: Qwen3.5 Model Setup — Home
- Total nodes at completion: 168

### Batch 4 (May 2, 2026 — Cron Check)
- Ran full deduplication audit against graph
- Verified all 29 source files have matching nodes in graph
- **0 new nodes needed** — migration complete
- Total nodes now: 169 (includes 1 non-documentation node added independently)

### Batch 5 (May 2, 2026 — Evening Cron Validation)
- Full deduplication audit re-run
- **0 new documentation nodes needed** — all 29 files still accounted for
- Total nodes now: 171 (2 additional non-documentation nodes: relay messages, audit logs)
- **Stale content detected** (requires manual review):
  - Node #163 (Technical Infrastructure): Ollama reference → should be llama.cpp
  - Node #187 (Qwen3.5 Model Setup): Ollama reference + CUDA-only → should include ROCm for AMD GPU
- **Limitation:** Native API (3000) does not support PATCH for node updates — stale content fixes require full node replacement or manual intervention

## Files Migrated by Category

| Category | Files | Status |
|----------|-------|--------|
| 01-business-strategy | 2 | ✅ Migrated |
| 02-technical-architecture | 14 | ✅ Migrated |
| 03-operations | 4 | ✅ Migrated |
| 04-customer-portal | 1 | ✅ Migrated |
| 05-development | 1 | ✅ Migrated |
| templates | 7 | ✅ Migrated |
| **Total** | **29** | **COMPLETE** |

## Deduplication Method
- Path-based deduplication using `metadata.source_file`
- Title-based deduplication abandoned (unreliable due to heading changes)
- All 29 source files verified against existing graph nodes

## Validation
- Live system validation performed before each migration batch
- Proxmox cluster health checked
- VM and storage inventories verified
- GPU assignments confirmed (acerpve=RTX 3090, amdpve=AMD Strix Halo 395)

## Stale Content Findings (May 2, 2026)
- **Node #163** (Technical Infrastructure Overview): Contains "Ollama" reference — should be "llama.cpp"
- **Node #187** (Qwen3.5 Model Setup): Contains "Ollama" reference AND CUDA-only mention — should include ROCm for AMD Strix Halo GPU
- **Action Required:** Manual review and update of these nodes (API limitation prevents automated PATCH)

## Notes
- No new documentation files detected since last migration
- Graph growing due to non-documentation content (relay messages, audits, lessons)
- Next scheduled check: weekly cron
- **API Limitation:** Native API (3000) supports POST for creation but not PATCH for updates. MCP bridge (3100) `createNode` returns 404. Node updates require full replacement or manual intervention.