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blue/.blue/repos/blue/docs/spikes/2026-01-24-local-llm-integration.md
Eric Garcia a021d8b699 docs: Add RFC 0004 (ADR Adherence) and RFC 0005 (Local LLM Integration) 
RFC 0004: ADR Adherence
- 4 layers: Awareness, Relevance, Verification, Documentation
- AI-powered relevance matching for philosophical ADRs
- Graceful degradation: AI → keywords

RFC 0005: Local LLM Integration
- Embed Ollama for semantic tasks and agentic coding
- CUDA > MPS > CPU backend priority (runtime detection)
- Goose integration via shared Ollama instance
- Daemon model with health checks and crash recovery
- Port conflict handling, binary verification, ARM64 support

Both RFCs reached 95% confidence via 12-expert alignment process.

Includes supporting spikes:
- adr-adherence
- local-llm-integration
- agentic-cli-integration

Co-Authored-By: Claude Opus 4.5 <noreply@anthropic.com>
2026-01-24 11:33:10 -05:00

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Spike: Local Llm Integration
Status In Progress
Date 2026-01-24
Time Box 2 hours

Question

Which commercial-compatible local LLM CLI tool can be integrated into Blue CLI, and what's the best integration approach?

Investigation notes by Blue