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I Let a Free Model Grade Failing Tests for 48 Hours. The Labels Were the Flaky Part.

This story is from 2026-08-28. It is preserved in the archive; the latest stories are on the live feed.

How do you know a failing test is a real regression when the model you ask for a verdict is just as nondeterministic as the flaky suite? I spent 48 hours answering that exact question with a free server, free model access, and a small CI job that labels failing tests. The labels were the flakiest p…

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  1. 2026-08-28 14:37 · DEV Community — AI
    I Let a Free Model Grade Failing Tests for 48 Hours. The Labels Were the Flaky Part.

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