agent experience

  • Every configuration option is a question we couldn't answer

    Open your favorite AI coding agent and you're greeted with a surprising number of decisions. Which model? How much reasoning? Which MCP servers? Most of us don't know the right answers. We treat that as the cost of cutting-edge AI. It's a sign the technology hasn't matured yet.

  • The next literacy is externalizing judgment

    When ChatGPT took off, everyone wanted to learn prompt engineering. We've been optimizing the wrong thing. The biggest productivity gains from LLMs come from learning to externalize judgment.

  • You can't judge an AI agent until you know what the task is worth

    We keep asking whether AI coding agents are good or bad, fast or slow, cheap or expensive. But good compared to what? Until you know what a task is actually worth to you, you have no way to tell whether the agent's output was a bargain or a rip-off.