I wonder if that's only really true for "pre-LLM" engineers though. If all you know is prompting maybe there's not a higher quality with more focused that can really be achieved.

It might just all meld into a mediocre soup of features.

To be clear not against AI assisted coding, think it can work pretty great but thinking about the implications for future engineers.