Now

What I'm working on right now.

Last updated: March 2026 · Munich

Building

Autonomous agent systems for production use. Not demos — real systems where AI owns parts of engineering workflows. The hard problems are boundaries, fallbacks, and the organizational trust needed to let agents run unsupervised.

Studying

AWS DevOps Professional. Infrastructure-as-code, multi-account strategy, incident response at scale.

Thinking about

Engineering culture under AI acceleration. When velocity goes up and human review goes down, what holds a team together? Probably taste — the shared sense of what's worth building. How to cultivate that is an open question.