YuJitang 9892a7d468
fix: bucket subagent token usage into parent run totals (#2838)
* fix: bucket subagent token usage into RunRow.subagent_tokens

Add caller-bucketed token tracking to RunJournal so subagent and
middleware LLM calls are written to the correct RunRow columns instead
of all falling into lead_agent_tokens (default 0).

- RunJournal: accumulate _lead_agent_tokens / _subagent_tokens /
  _middleware_tokens in on_llm_end, deduped by langchain run_id.
  Add record_external_llm_usage_records() for external sources
  (respects track_token_usage flag). Return caller buckets from
  get_completion_data().
- SubagentTokenCollector: new lightweight callback handler that
  collects LLM usage within subagent execution.
- SubagentExecutor: wire collector into subagent run_config and sync
  records to SubagentResult on every chunk (timeout/cancel safe).
- SubagentResult: add token_usage_records and usage_reported fields.
- task_tool: report subagent usage to parent RunJournal on every
  terminal status (COMPLETED/FAILED/CANCELLED/TIMED_OUT), including
  the CancelledError path, guarded against double-reporting.

No DB migration needed — RunRow columns already exist.

* Potential fix for pull request finding

Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>

* fix: address token usage review feedback

* Address review follow-ups

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Co-authored-by: Copilot Autofix powered by AI <175728472+Copilot@users.noreply.github.com>
2026-05-10 22:47:30 +08:00
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