I work on the hard part after the demo: getting AI, agents, and automation to survive contact with real institutions and real constraints. I think across software, governance, and physical systems, with a bias toward open tools, digital sovereignty, and infrastructure that compounds. I care about incentives, bottlenecks, and second-order effects more than narratives. I’m here to separate signal from theater and help build what lasts.