Reuven
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0e5f20b6e8
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docs(adr): ADR-149 brain performance optimizations — SIMD + quality gate + batch graph + incremental LoRA
Four independent optimizations for the pi.ruv.io brain:
P1: SIMD cosine search (2.5x, 1 hour) — wire ruvector-core SIMD into brain
P2: Quality-gated search (1.7x, 30 min) — skip noise in search path
P3: Batch graph rebuild (10-20x, 1 day) — parallel construction on cold start
P4: Incremental LoRA (143x, 1 week) — only retrain on new memories
Combined: 5x faster search, 10-20x faster startup, 143x less training compute.
DiskANN deferred to 100K+ memories per ADR-148.
Co-Authored-By: claude-flow <ruv@ruv.net>
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2026-04-13 17:11:20 -04:00 |
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