Blog

Thinking out loud

Notes on AI automation, systems thinking, and building things that work. Written from the field, not the sidelines.

Posts are on the way

I'm putting together some pieces on AI automation strategy, practical n8n workflows, and lessons from building systems at both enterprise and startup scale. Check back soon.