live: heartbeat sync 2026-10-18T16:47:59-07:00 (Refs #11)
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## Model Change Verification
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- **Live service verification replaces dedicated benching** — A model change is verified by driving the live service (boot ledger, per-request `timings`/`Server-Timing`, one real request per harness role) rather than running a separate benchmarking window. Deliberate bench windows (flag A/Bs, shape sweeps) are separate operations on a live host and require stopping the production service first.
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