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Hash the Sampler Output Before You Freeze an Agent-Patch Failure

This story is from 2026-10-13. It is preserved in the archive; the latest stories are on the live feed.

An agent-patch failure is not a flake until two conditions hold. The sampler output must share one digest, and the red signal must be harness noise rather than an oracle miss. Property misses and fixture drift stay unfrozen. The artifact below is a decision table plus a local classifier you can run…

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  1. 2026-10-13 04:51 · DEV Community — AI
    Hash the Sampler Output Before You Freeze an Agent-Patch Failure

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