Mikael Hugo
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b6ea800e2e
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docs: comprehensive SF memory system architecture reference
Add MEMORY-SYSTEM-ARCHITECTURE.md documenting:
- All 10 memory modules (store, embeddings, relations, etc.)
- Core functions and APIs for each module
- Storage schema (SQLite tables)
- Integration points (UOK, dispatch, gates)
- Usage examples and architecture diagram
- Performance characteristics
- Graceful degradation strategy
- Data retention and growth management
This serves as:
1. Reference guide for developers using memory system
2. Architecture overview of autonomous learning
3. Integration point documentation for extensions
4. Future enhancement roadmap
Discovered during UOK memory integration work:
- Memory system already complete (no duplication needed)
- Used for pattern learning, dispatch ranking, and diagnostics
- Node 24 native SQLite backend (no external deps)
- Fire-and-forget async operations (never blocks)
Co-authored-by: Copilot <223556219+Copilot@users.noreply.github.com>
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2026-05-07 01:36:08 +02:00 |
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