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1. Commits on Jul 24, 2026

   • docs: prune stale planning + progress-log notes (#2)

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2. Commits on Jul 23, 2026

   • feat(instructsam): Piece 3 fork — Qwen3 forward skeleton + tensor validation

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   • docs(instructsam): Piece 3 patch attempt — n_outputs_max was already honored

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   • docs(instructsam): Piece 3 Day 2 investigation — output-buffer sizing blocker

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   • feat(instructsam): Piece 3 Day 1 — llama.cpp API surface confirmed working

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   • feat(instructsam): Piece 3 Day 1 — API surface probed, decode blocker documented

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   • feat(instructsam): Piece 3 kickoff — LM integration plan + skeleton

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   • feat(instructsam): Piece 4 (lm_bridge) + REACH_MILESTONE_3 plan

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   • feat(instructsam): E2E on warehouse_rgb.jpg — 4 objects, cos-sim 0.9987

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   • feat(instructsam): detr_encoder — 6/6 layers cos-sim > 0.9999

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   • feat(instructsam): prompt_cross_attn — full seg-head E2E cos-sim 0.999998

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   • feat(instructsam): pixel_decoder FPN — full seg-head chain cos-sim 0.999998

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   • feat(instructsam): mask_tail — segmentation head end, cos-sim 0.999999

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   • feat(instructsam): per-layer box_head refinement — 6/6 layers cos-sim > 0.99

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   • feat(instructsam): port box_rpb bias — layer-0 cos-sim 0.873 → 0.9996

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   • feat(instructsam): step 2e — layer-0 parity dashboard, 0.87 cos-sim

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   • feat(instructsam): dual-alias GGUF emission — sam3cpp stock names resolve

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   • docs(instructsam): decoder-aliasing analysis — scope reduction finding

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   • feat(instructsam): GGUF emission + weight-level round-trip validation

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   • feat(instructsam): reference-tensor capture harness + first oracle

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   • docs(instructsam): Path B [SEG] investigation resolved — architectural block

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   • docs(instructsam): Path B recipe — Qwen3-VL GGUF via llama.cpp

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   • feat(instructsam): namespace-remap converter + design doc for decoder graph

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