Without AI, I have been in a company where the general mentality was to "ship bad software but quickly". Without going into the debate of whether it was profitable in the long term or not (spoiler: it was not), my problem was the following:
I would try to build something "good" (not "perfect", just "good", like modular or future-proof or just not downright malpractice). But while I was doing this, others would build crap. They would do it so fast I couldn't keep up. So they would "solve" the problems much faster. Except that over the years, they just accumulated legacy and had to redo stuff over and over again (at some point you can't throw crap on top of crap, so you just rebuild from scratch and start with new crap, right?).
All that to say, I don't think that AIs will help with that. If anything, AIs will help more people behave like this and produce a lot of crap very quickly.
I would try to build something "good" (not "perfect", just "good", like modular or future-proof or just not downright malpractice). But while I was doing this, others would build crap. They would do it so fast I couldn't keep up. So they would "solve" the problems much faster. Except that over the years, they just accumulated legacy and had to redo stuff over and over again (at some point you can't throw crap on top of crap, so you just rebuild from scratch and start with new crap, right?).
All that to say, I don't think that AIs will help with that. If anything, AIs will help more people behave like this and produce a lot of crap very quickly.