I used to move from "this prototype looks promising" to "let's break it into tasks" far too fast.
Now, after NxCode generates a clickable MVP, I stop and write a short pre-sprint decision memo. It is not a product requirement doc. It is a forcing function that tells me whether the flow deserves engineering time at all.
Here is the structure I use.
I do not allow a generic answer like "teams" or "small businesses."
I write:
Example:
The proof screen is the one screen that proves the job is being done.
For a client-intake MVP, mine is usually a board with:
If the most important screen still feels decorative, the MVP is not ready.
I only include the fields that would break trust if they were wrong:
This keeps me from over-modeling too early.
Every AI-generated flow has at least one path that looks complete until you ask an annoying question.
My usual prompts:
If the prototype falls apart here, it is still a demo. This is where I save the most time. I explicitly mark things out:
The memo is useful because it removes convincing extras before they turn into tickets.
I finish with one sentence the team can challenge:
Build the intake board, manual status updates, and next-action workflow; leave permissions and reporting out of sprint one.
That sentence is enough for a useful handoff.
I have been testing this process around NxCode because it lets me review a realistic flow before I commit implementation time:
The prototype gives me something concrete to inspect. The memo decides whether it earns sprint time.