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`active_time_ms` was only ever computed from terminal stage events, so a
stage still running contributed zero to the run rollup. A run parked in one
long agent stage reported 2m 8s of active time against 16m 53s of wall
clock — the two finished stages — while the running stage had been doing
continuous inference and tool work for over 14 minutes.
`live_run_timing` summed `filter_map(|stage| stage.timing)`, and
`stage.timing` is only written at finalization. Wall time ticked live off
`start_time`; active time did not tick at all.
Stage projections now accumulate brackets from the event log:
- Closing an inference bracket folds its span into `live_inference_ms`
instead of discarding it, including across retries, matching the
in-process stopwatch.
- Tool calls open a batch on the first outstanding call and close it when
the last one drains, so tools running concurrently within a turn count
once — the same span `execute_tool_calls` is bracketed by. Summing
per-call durations would over-count parallel tool use. Subagent tool
events are excluded; they run inside the root call's span already.
- `StageProjection::live_timing(now)` composes accumulators with any open
bracket, per handler: agent stages use the brackets, prompt and command
stages count elapsed time as inference and tool respectively, and
handlers that wait on a human, timer, condition, or child branches
report zero.
Active is clamped to wall per stage. A worker killed mid-turn leaves its
bracket open forever, and without the clamp it would tick up unbounded.
The clamp does not need to detect the dead worker: a stage cannot have been
active longer than it has existed. `watchdog.timeout` remains the authority
on whether a run is stuck. The clamp is deliberately not applied at run
level, where concurrent branches can legitimately sum past run wall time.
Timing is derived from events rather than emitted by the worker, so this
needs no event-schema change and applies to runs already stored.
`StageProjection.timing` keeps its terminal-only meaning, and the
authoritative breakdown still replaces the live estimate at terminal
events.
The billing endpoint had the same hole behind its `wall_only` fallback:
running stages reported zero inference/tool/active. Not visible in the
product, which renders only `wall_time_ms`, but wrong for any other
consumer of `GET /runs/{id}/billing`.
Parallel branch stages lose their breakdown permanently, even after
completion, because `parallel.branch.completed` carries only `duration_ms`.
That is a separate data-loss bug, tracked in #644.
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
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