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Writing about systems, design, and building with restraint.

I Don't Know ML. Claude Does. 0.871 F1 on Predicting Linux Game Compatibility. Building a system that predicts Linux game compatibility using 350K+ community reports and Claude as an ML research partner. March 16, 2026