The thing is, humans make do. Given lacking, outdated documentation somewhere on sharepoint, big picture revealed somewhere in passing at some meetings or water

The thing is, humans make do. Given lacking, outdated documentation somewhere on sharepoint, big picture revealed somewhere in passing at some meetings or water cooler talks, underprioritizing refactoring humans still deliver something even if at reduced quality and timelines. AIs either execute extremely poorly or don't work at all without these. Decent engineering practices are suddenly a hard prerequisite with AIs, not just some longer term improvement. On a related note, this is unironically good argument to integrate AIs into the workflow even if there's zero net benefit in your use case. It's a perfect excuse to bring the proper engineering practices in.