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Closed-Loop Knowledge

A pattern for converting production conversations and agent traces into durable knowledge and better tests.

The feedback loop

Every failure should become either a knowledge update, an eval case, a workflow patch, or a human-reviewed exception. Otherwise the system repeats the same mistake.