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How to detect silent failures in AI agent responses

Empty responses and silent tool failures return HTTP 200 and close spans normally. Span-level output validation catches what status checks miss.

By Matt DoughtyPrefactor Blog
How to detect silent failures in AI agent responses

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Originally published by Prefactor Blog on Sep 20, 2026.

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