A lot of AI coding changes coding to more of a declarative practice.

Claude, etc, works best with good tests that verify the system works. And so the code becomes in some ways the tests rather than the code that does the thing. If you're responsible for the thing, then 90% of your responsibility moves to verifying behavior and giving agents feedback.