> AI is actually better getting those built as long as you clean it up afterwards

I've never seen a quick PoC get cleaned up. Not once.

I'm sure it happens sometimes, but it's very rare in the industry. The reality is that a PoC usually becomes "good enough" and gets moved into production with only the most perfunctory of cleanup.