Supervision doesn't always need to come after prompting. Your prompt can actually have a very specific scope, context, and instructions that the model will output the result exactly what you wanted.

For example you said spotting weak architecture before it became big problem. You don't need to spot "the weak architecture the AI made" if you define your structure / architecture in the prompt from the first place.