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Freeze the Benchmark Card Before an Agent Score Ships

This story is from 2026-10-08. It is preserved in the archive; the latest stories are on the live feed.

A coding-agent score is evidence only when the dataset, the metric, and the control surface are frozen together. Without that triple lock, a leaderboard cell behaves like a slogan that happens to wear a decimal point. Readers cannot tell whether the number measures the agent, the harness, or the af…

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  1. 2026-10-08 10:41 · DEV Community — AI
    Freeze the Benchmark Card Before an Agent Score Ships

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