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Framework Agnostic

What happens if a CrewAI agent fails mid-execution on Catalyst?

Catalyst persists the agent's workflow state at each durable step. If a CrewAI agent fails, the platform automatically resumes from the last checkpoint, replaying deterministic logic. Non-deterministic external calls (e.g., API requests) are not replayed; you must design idempotency or reconciliation. This ensures the agent continues from where it stopped, not from scratch.

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