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Code writes+reads the new scheme; migrate_out_dirs.py moved 225 loose artifacts (0 left at top level). Per-run checkpoints+rollouts now group under runs/<ts>_<run_id>/ as train.safetensors/rollouts.jsonl. Figures land in out/figs/ with a stable docs/figs/<name>.png symlink (figs.link_latest). justfile also gains run-cell REFRESH param (online-erasure arm). Smoke + smoke-vanilla + results all green on new paths. Requeue manifest preserves the why/resolve labels that pueue reset wiped. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com>