Let AI worry about the code, you worry about the work

Early in 2026 I was in a hotel room during a team retreat, trying to work through a problem with all the context from our planning conversations still circling in my head. I had been using ChatGPT for coding help, then Cursor with the AI in the IDE sidebar; both useful, both essentially "AI helps me code." I was the one writing; the model filled in the gaps. What I realized in that hotel room was that holding the context in my head and passing it to the machine one chat turn at a time was not enough. I needed to put it somewhere the agent could read directly. So I stopped asking an AI to help me code and started managing a project. I opened a fresh git repository, dropped in a short PRD of what I wanted, technical documents on the architecture of the data it would consume, and a folder of the business context behind it. I pointed Claude Code at the repo, described a bit how to begin, and let it stand up a local server. From there I worked through it the way you work through any…