The way we do it is to use AI to review the PR before a human reviewer sees it. Obvious errors, non-consistent patterns, weirdness etc is flagged before it goes any further. "Vibe coded" slop usually gets caught, but "vibe engineered" surgical changes that adhere to common patterns and standards and have tests etc get to be seen by a real live human for their normal review.

It's not rocket science.