I build simple AI systems that can see, talk, click, reason, and get real work done.

Expect demos, builds, experiments, failures, upgrades, and behind-the-scenes breakdowns of how I’m building an AI assistant that can operate across Windows, Slack, browsers, files, voice, vision, and remote agents.

I want to try to keep it simple: just systems that work.