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Reddit r/LocalLLaMA·

Your repo is a preference dataset: extracting taste from merge history

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In three linesA technique to extract preferences from a repository's merge history. Assuming accepted revisions incrementally improve code quality, preference signals can be distilled to align AI agents with institutional practices, avoiding expensive expert annotation.
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AI AgentsFine-tuningReinforcement learningOpen source

Summary generated by Claude — human-verified