Incredible that I’m only now doing mutation testing regularly. If you code with AI, your should be automatically mutation testing your code and killing mutants. It’s crazy how much leverage AI is giving existing techniques like this.

People are worried about software quality with coding agents, but they can already produce great code with the right operator. Later what we’re doing will be reciprocally trained into the models and facilitated by the harnesses so that _everybody_ can produce great code.