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Don't Golden-File an Agent Patch. Golden-File the Relation.

This story is from 2026-09-03. It is preserved in the archive; the latest stories are on the live feed.

A recorded expected value is a leak. An agent that can read assert f(x) == y can patch f until that line is green and leave every unlisted input broken. A metamorphic relation does not publish y . It only publishes a constraint the output must keep under a known transform. That is the gate worth au…

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  1. 2026-09-03 00:38 · DEV Community — AI
    Don't Golden-File an Agent Patch. Golden-File the Relation.

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