This is an underrated comment. Who's job is it to do the thinking? I suppose it's still the software engineer, which means the job comes down to "code prompt engineer" and "test prompt engineer".
Whether people do, or not, is a different question.
It’s been a joke for decades and decades that “engineer” is used to church up any job, including “domestic engineering” (housekeeping/homemaking).