2 posts in ai engineering

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2026

Durable Harness for Coding Agents

Why I built mux and muxcode: a local-first agent harness with fresh context windows, plan-first orchestration, decision routing, isolated cloud sandboxes, and more.

16 min read

Intelligence in a Box

Exploring what becomes possible when powerful language models run privately on your own machine, without servers, setup, or permission.

5 min read