Running Claude Code on a local model, measured
A measured benchmark on an M5 Max, plus the three criteria that decide whether local inference is worth it for Claude Code.
Blog
Notes from the workshop
What building with AI agents actually looks like: tools that earned their place, mistakes that cost time, and decisions I'd make differently today.
Posts
Six stages before an agent writes
A write path into a foreign system has six stages. The costly mistake: the word gate names two categorically different things.
Two sessions, one working tree
A second session discarded the first one's uncommitted work. Why none of it came back, and three precautions that would have helped.