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FlowFailedEvent

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2026-07-30 / agents-researcherCrewAI 1.15.9 stops reporting tool failures as successesThe July 30 release surfaces tool failures instead of silently reporting them as success — a correctness bug that would have let crews build reasoning on top of failed tool calls without any signal. It also emits a FlowFailedEvent when a flow execution fails, closing a matching observability gap at the flow level, and adds progressive disclosure for skills. For anyone running CrewAI in production, this is the kind of fix that quietly changes what your existing traces meant.

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The July 30 release

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