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24.1M results

Summary Phase 3b of the broker two-pool restructure (_claude/specs/2026-05-29-broker-two-pool-design.md): migrate ingest_inbox + ingest_epoch to the per-batch composite WriteOp shape, mirror of Phase ...

Summary This PR fixes training step logging when gradient_accumulation_steps 1. Currently model_logger.on_step_end(...) is called after every micro-batch inside accelerator.accumulate(...), so logger ...

1. Filtros en cascada (Sesiones) Las opciones de Empresa → Fundo → Clase ahora derivan del conjunto de sesiones ya filtrado por sus padres, y se resetea una selección hija cuando queda fuera de sus opciones. ...

Summary Two research-driven planning/eval primitives, stacked on PR #6. Engineering only — no attack-capability increase. 271 passed, 7 skipped (+17), ruff clean. E2 — Falsifiable evolution loop (framework/evolve_eval.py) ...

Summary PR #17 shipped the ComfyUI model picker but the wizard predicate only fired for container-cpu / container-gpu. The original plan was to mirror the Ollama picker exactly, which shows for ALL non-disabled ...

Why Now that #54 (vol-relative labeling) + #56 (labeler treadmill fix) produce real 3-class observed labels, a prod check shows the balance: | label | share | | --- | --- | | neutral | 84.3% | | crash ...

Consolidated PR of the Rust + Embassy firmware port, based on SAFE_main so the full port can be flashed/tested as one linear diff. SAFE_main is a clean ancestor of this branch — these are the 8 port commits, ...