Senior Product Manager writing about two sides of AI: building AI products that work at scale, and using AI to work more effectively as a PM. I share frameworks for Applied AI product management—economics, evaluation, agent design, responsible deployment—alongside practical guides for AI-powered productivity, workflows, and decision-making. If you're building AI products or figuring out how to leverage AI in your PM workflow (or both), this is for you. Currently based in Seattle.