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Canary evaluation for production AI agents: a practical guide

Silent quality drift in production AI agents is detectable within 24 to 48 hours using canary evaluation. Infrastructure metrics alone cannot catch it.

By Matt DoughtyPrefactor Blog
Canary evaluation for production AI agents: a practical guide

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Originally published by Prefactor Blog on Sep 21, 2026.

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