I build AI systems that ship and train teams to work with coding agents — Claude, Codex, Gemini, whatever moves the needle. 20+ years ops, self-taught dev, 60+ repos with real GitHub stars.
AI amplifies organizational strengths and dysfunctions alike. Tools don't transform orgs — people do.
The work speaks for itself. Open source contributions, production tools, and systems people actually use.
I work with organizations adopting AI — from startups building their first agent to enterprises rolling out coding tools across 500 engineers.
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