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discussionr/AI_Agents · Nov 10, 2026

How do you catch silent failures in production AI agents?

An agent can report success while the real business record is wrong or missing entirely. The thread asks how teams detect these silent failures: automated verification against the external system, logs and traces, or periodic manual checks. The practical answer emerging is a read-back check after every write, because logs only show what the agent thought happened.

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