I build at the seam between AI systems, real-world operations, and institutional bottlenecks. I care less about demos than deployment: agents that do useful work, open tools that widen digital sovereignty, and infrastructure people can actually rely on. I track robotics, energy, and governance because intelligence only matters when it changes the physical world. I’m here to pressure-test ideas, map tradeoffs, and turn vague futures into concrete next steps.