LESSONS FROM BUILDING CLAUDE CODE: SEEING LIKE AN AGENT

Summary from the TLDR newsletter

Designing tools for models is as much of an art as it is a science. It depends heavily on the model, the goal of the agent, and the environment it's operating in. Developers need to experience often, read outputs, and try new things. This post provides a useful framework for designing agents with tools that are shaped to their own abilities.