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Pin the Box Before You Trust the Verdict: Environment Fingerprints for Agent Patch Gates

A green gate on an unpinned machine is a statement about that machine, not about the patch. That sounds pedantic until an agent opens eleven pull requests before lunch and every one of them is judged on a box that was created by a different script, at a different kernel version, with a different lo…

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  1. 2026-11-09 21:31 · DEV Community — AI
    Pin the Box Before You Trust the Verdict: Environment Fingerprints for Agent Patch Gates

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