About Systems Tinkerer

Systems Tinkerer is a builder notebook about learning through real systems.

Simon Schubert writes about AI-native operating systems, AI agents, self-hosted tools, automation, and the boring technical details that make things actually work: context, servers, deployment, workflows, trade-offs, and failures.

This is not an AI news digest. It is a place for practical field notes for people who care less about hype and more about how systems actually work.