The "stop prompting your coding agents" crowd is half right. I don't prompt mine. I give them a spec, a test suite, and a loop that retries until the tests pass. The shift isn't prompting vs not prompting. It's writing instructions for a human vs writing acceptance criteria for a machine. Most people are still doing the first one and calling it the second.