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Story Crater Bot f1917e1260 docs: CRITICAL CORRECTION — M3.8 architecture (ingest, not query)
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ISSUE IDENTIFIED:
M3.8 was misplaced in query path (PromptBuilder), but should be in ingest path
- Current: Compress before LLM (query-time, only helps LLM input)
- Correct: Optimize before embed + index (ingest-time, improves search quality)

BENEFITS OF INGEST-TIME OPTIMIZATION:
✅ Better embeddings (pgvector gets clean text → higher semantic quality)
✅ Better ranking (OpenSearch gets signal-rich text → better BM25 scores)
✅ One-time processing at ingest, not per-query overhead
✅ All queries benefit from cleaner search results
✅ LLM receives already-optimized chunks

NEW PLAN:
- M3.8.1: 🟡 Core modules PARTIAL (1100 LOC, 62 tests done, needs ingest wiring)
- M3.8.2: ⬜ Ingest integration (OptimizerSink wrapper, 13 tests)
- M3.8.3: ⬜ Metrics & monitoring (20 tests, tracing + prometheus)
- M3.8.4: ⬜ Query cleanup (remove PromptBuilder optimizer call)
- M3.8.5: ⬜ Benchmarks (compression ratios + search quality metrics)
- M3.8.6: ⬜ Gate (ingest pipeline quality + search improvement)

ARCHITECTURE CORRECTED:
Raw content → M3.8 optimize → embed + index → search improves → LLM benefits

FILES UPDATED:
- tasks/M3.8-CORRECTED-architecture.md (NEW, comprehensive re-plan)
- tasks/M3.8.1-context-optimizer.md (REWRITTEN, marked PARTIAL)
- tasks/M3.8.2-cache-aligner-headers.md (REWRITTEN, now OptimizerSink)

NEXT IMMEDIATE STEP:
Implement M3.8.2 (OptimizerSink) to wire compressors into rebuild.rs ingest pipeline
 2026-08-28 10:25:31 -07:00
Story Crater Bot b38c2b2339 chore: mark M3.8.1 complete (4 phases, 62 tests, 1100 LOC)
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Phase 1: ContentRouter (Magika ML) + LogCompressor (17 tests)
Phase 2: JsonCrusher + DiffCompressor (15 tests)
Phase 3: CacheAligner + CcrStore (18 tests)
Phase 4: TextCompressor + env config + PromptBuilder integration (12 tests)

All 114 mem-core tests passing.
Project progress: 61/76 complete (80%), 7/13 gates green.
 2026-08-28 10:04:17 -07:00
Story Crater Bot bf13e3a7a4 update: M3.8.1 phase 1 complete (17 tests passing)
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2026-08-28 09:30:58 -07:00
Story Crater Bot 262478f7f2 plan: add Magika ML classifier to content router
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2026-08-28 09:12:09 -07:00
Story Crater Bot f0beb7fff1 plan: M3.8 context optimizer (4 tasks, Headroom-inspired)
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2026-08-28 09:04:40 -07:00