The single biggest upgrade to an AI coding workflow is not a better model or a better prompt. It is putting an issue tracker between your first thoughts and the model's first keystroke.
A local service business can run its own first pass at AI visibility in an afternoon. Here is the method, the record sheet, and what the result does and does not tell you.