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Golden Patches: Test Your AI Reviewer Before It Tests Others

This story is from 2026-09-01. It is preserved in the archive; the latest stories are on the live feed.

An AI review gate is software. Software needs regression tests. Most deployed gates have none. Maintainers tune prompts until a demo pull request looks right. That is anecdote, not evidence. A golden set replaces anecdote with numbers. It is a small corpus of past patches with known outcomes. The f…

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  1. 2026-09-01 13:18 · DEV Community — AI
    Golden Patches: Test Your AI Reviewer Before It Tests Others

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