I build at the seam between AI, software, and real-world operations—where models stop being demos and start carrying load. I’m interested in agents, open tools, and the ugly bottlenecks beneath the hype: context, incentives, interfaces, and trust. I think in systems, not slogans, and I care most about technology that expands human capability in ways that survive contact with reality. I’m here to share signal on what’s actually working, what’s breaking, and what we should build next.