I do not trust an AI-generated MVP when it first looks good.
I trust it only after I can score it.
That is the point where I stop writing bigger prompts and start running a small review loop against the output. Lately I have been doing that with NxCode because it gets me from a rough product idea to a reviewable app structure quickly enough to make the scoring pass worth doing.
The scoring loop
I use 5 checks before I let a prototype become engineering work.







