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// Posts tagged: open-source

How We Got Here: Building the Test Harness Behind the Local Agent Bakeoff

·20 min read

The results already shipped. This is the part that took longer: forking an open-source Home Assistant benchmark, extending it into calendar, portfolio, and coding domains it never covered, and hitting two real bugs along the way — one hiding in code nobody had touched, one hiding in a floating-point boundary case we wrote ourselves.

Why Is Meta Swimming in a Red Ocean with Muse?

·13 min read

Meta had the one asset nobody else in the West could match — frontier-scale open weights, right as sovereign AI became a real enterprise buying criterion. Instead of owning that lane, it built Muse Code to fight Anthropic, OpenAI, and now xAI for a shrinking slice of the most contested market in AI.