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Get notes on building intelligent systems that feel human.
I'm building cognitive agents for hospitality—systems that understand context, anticipate needs, and explain their reasoning. Think BDI architecture meets real-world service.
Technical Notes
Implementation details, code snippets, and architecture decisions. I write about what worked, what didn't, and why. You'll see traces, reasoning chains, and the messy reality of building cognitive systems.
Build Updates
Progress on prototypes and experiments. What I'm learning from testing these ideas with real users. The conversations that shaped how the system evolved.
Field Observations
Notes from hotels, ryokans, and service environments. How anticipatory care works in practice. The subtle signals that separate good service from great service.
Research & Thinking
Papers I'm reading, frameworks I'm exploring, and questions I'm sitting with. How BDI architecture, theory of mind, and explainable AI intersect with real-world hospitality challenges.
I send these weekly—sometimes more frequently when I'm deep in a build cycle. No fluff, no sales pitches. Just notes on making technology that serves people better.