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Improving 15 LLMs at Coding in One Afternoon. Only the Harness Changed

Across 16 coding models, hashline’s content-hash line anchors beat patch for 14 models; the weakest models gained the most.
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AI & Machine LearningSoftware Engineering2026

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Feb 12, 2026Improving 15 LLMs at Coding in One Afternoon. Only the Harness Changed by kachapopopow832295

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