Programming projects that used to require two hours of planning and two days of execution now take three hours total.

You can stay at a much higher level of abstraction.

But if you stay at that level of abstraction, without reviewing the code carefully, the project will get increasingly gnarly and harder to modify and extend.

LLMs do a better job fixing bugs and extending code than improving or refactoring it.