The agent that fixes bugs by running the code

I want to tell you about the first time I watched a coding agent fix a bug correctly on the first try. It wasn't the model. The model was the same one I'd been using for months. It was the loop around the model that had changed. The agent didn't open three files, skim them, write a confident theory