What I’ve Been Building: Systems, AI, and Real-World Data

Over the past several weeks, I’ve been spending a lot of time thinking about systems. Some of that thinking has taken the form of writing. If you’ve come across any of my recent posts, they might seem like they cover very different topics: cataloging rocks in a backyard building AI systems using MCP working with documents, images, and real-world data At first glance, they don’t appear to have much in common. But they’re all exploring the same underlying idea. The Common Thread Across all of thes