AI amplifies whatever you bring. Damn smart or pure stupidity.

That line came from a software architect I really enjoy working with, and it stuck.

AI is a huge lever. It accelerates in many places: coding, documenting existing systems, or just being a sparring partner. Good input and bad input alike. Which is why the boring work matters more now, not less: clear specs, clean systems, people who know what good looks like.