Two findings from review, both confirmed against the code.
Outcome features counted CrewAI's own flows. The agent executor, memory
encoding and memory recall are all Flows and all set suppress_flow_events;
they run far more often than anything a user wrote, so flow:completed,
flow:failed and flow:method_failed were mostly bookkeeping. Those three are now
emitted only for flows the caller wrote. Internal outcomes are still recorded
on the Flow Completed span, which carries origin.
flow:resumed counted checkpoint restores. _is_execution_resuming is set both by
from_pending (a human pause) and by a checkpoint restore that never paused for
anyone, so resumes could exceed pauses and the abandonment rate was unusable.
Keyed off _pending_feedback_context instead, which only from_pending sets.
Co-Authored-By: Claude Opus 5 (1M context) <noreply@anthropic.com>
Claude-Session: https://claude.ai/code/session_01ASfWmW3RGy4qAQm6s8U9jH