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philschmid · Jul 27, 2026 · news

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Evaluating Agents Beyond the First Prompt

philschmid.deJul 27, 2026
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In brief

EvoCode-Bench tests coding agents across 227 sequential rounds in a persistent workspace. Single-turn scores overstate reliability — regressions, not missing features, are the real bottleneck.

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