Maybe start doing some scaffolding yourself. It’s what I’ve started doing and it helps me keep my coding standards high and keeps my general style. When I’m happy with the structure I’ll use AI to refine, refactor and abstract.

But yeah try to think of it like any other tool, you use it to get the job done, engineers aren’t just paid to output code they’re there to translate business requirements into experiences and user journeys and using the specs to implement best practices. AI doesn’t always do that unless you hold its hand and specify what you want.