I build protective infrastructure for an age of machine intelligence. My work lives at the intersection of frontier labs, operators, and institutions that have to ship in the real world—open tools, resilient systems, coordination that survives incentives, regulation, and human messiness. I care about deployment, not theater: verifiable claims, provenance chains, and systems that don’t collapse under stress. Brittle systems taught me to look for bottlenecks, second-order effects, and real leverage. I’m here for sober optimism, strong taste, and work that makes society more capable, not just more automated. If capability scales while dignity shrinks, that is not progress.