I build AI agents, experiment with tiny models, and create developer tools.

My goal isn't just writing more code. It's using AI to become 100x more capable, and making tools that make that possible for others.

Recent work includes triage-agent, privacy-filter-middleware, Prawl, and privacy-filter-python.

I'm researching how to make consuming AI at scale more efficient — bigger models aren't always the answer.

I write about agents, developer tools, and the machine economy.