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Small follow-up to FLO-7 (already merged via #19). Adds the Spark workflow for the full citywide graph while keeping the committed downtown graph as the test baseline + offline demo default. What - ...

Problem The autosave/backup system (snapshots every ~2 min, plus the manual Reload from Backup flow) derived the backups/ location by walking two directories up from the segment path (path.parent_path().parent_path()), ...

Why Discovered by dogfooding keymd against a real agent framework (OpenClaw) with a local ollama model — the exact integration the README lists as supported but flags * hasn t yet been driven against ...

Motivation - Replace per-agent Python hot loops with a single vectorized tick to improve throughput and enable large-population runs. - Centralize resource memory into a single Polars-backed global ...
codex

Closes #20 Changes - Hard import gtsam — crashes loudly if package missing instead of silently returning garbage DVL dead-reckoning - Deleted _step_without_gtsam and gtsam_available field - Removed ...

Migrates 4 clang archives to LFS (~346 MB total): - clang linux arm64 (95 MB) - clang linux x86_64 (98 MB) - clang win mingw x86_64 (91 MB; deprecated but kept for back-compat per #30 decision) ...

Adding 3 test Qs. nram-dev-test1 .. test3

Summary Ciclo 6 — novos formatos inspirados no gap analysis vs MarkItDown (131k ⭐). Novos formatos - PPTX (python-pptx): cada slide → ## Slide N + ### título + corpo + tabelas MD - XLSX (openpyxl): ...

Why The dashboard was slow despite the thin HTMX wrapper. Profiling (Herd/SPX) + code analysis found three compounding costs. This addresses them with no behavior change. Changes Session concurrency ...

Summary - Adds fuzz_json_model (libvmaf SVM model JSON parser) and fuzz_dnn_sidecar (tiny-AI sidecar JSON loader) libFuzzer harnesses. Closes deferred targets #3 and #4 from Research-0083. - Wires ...