I have never attempted something so ambitious with AI, but this feels spot on in terms of experience. As you cede more control to the model, you will find yourself losing control on things like code quality and performance.

You have to make performance part of the spec. It will then create benchmarks and plan differently. If you omit this, you get what you get.