Stop thinking like a programmer and start thinking like a business person. Invest time and energy in thinking about WHAT you want; let the LLM worry about the HOW.
The thing is that the HOW of today becomes the context of someone else's tomorrow session, that person may not be as knowledgeable about that particular part of the codebase (and the domain), their LLM will base its own solution on today's unchecked output and will, inevitably, stray a little bit further from the optimum. So far I haven't seen any mechanism and workflow that would consistently push in the opposite direction.