Release: agent per-stage timing breakdown #167
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Agent-only. Instruments the job pipeline with per-stage timing (lease / download / decode / gpu / submit) and logs a rolling breakdown every 30s to the agent console:
This is the "measure before rearchitecting" step — it tells us whether downloads are actually the wall-clock gap (→ worth a download/compute split) or whether the lease-indexing fix (#166) already removed the dominant cost. Thread-safe accumulator summarised by a small daemon reporter; one-time model load excluded from the gpu figure. Ships in the agent image.
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