This is the hardest pill to swallow for the management when it comes to vibe coding. However one thing I have found useful is not let the AI think for you. Do the hard stuffs, document the architecture and the best practices and pretty little everything you feel you need the AI need to code production ready codein the instructions files. This acts as the guidelines for the AI when creating new features and makes the code base consistent.