About
I'm Waldo — a product manager and builder based in Berlin. I spend most of my time thinking about AI tooling, building automations that solve real personal problems, and writing about what I learn along the way.
My day job is PM work: specs, tickets, coordination, roadmaps. My side projects are where I close the gap between "I wonder if that's possible" and an answer. Most of what's on this site started as a thing I needed and couldn't find.
I'm particularly interested in the gap between AI demos and AI that actually works in production — reliable categorization, deterministic pipelines, audit trails, things that keep running when you're not watching.