What happens when an AI agent makes a mistake?

A productive agent must be designed to be fault-tolerant. Critical actions are checked before execution, reversible actions are preferred. Every decision path is logged and traceable. When uncertain, the agent escalates to a human.

Monitoring detects deviations in real time. What matters is not whether an agent ever makes mistakes, but whether its error behavior is controlled, transparent, and containable.

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