Your Lovable/Claude prototype isn't the product - it's the blueprint

AI prototypes are great at showing flows and getting people to argue about the right things. They're often terrible at auth, permissions, messy data, and the reliability work production needs.

So we treat them like a spec with screenshots. The value is what you learned - not the commit history.

Don't rewrite everything out of habit. Also don't ship the demo repo because the buttons look done.

Identity, money, permissions, sensitive data - those get production engineering even when the UI looks finished. Pretty UI on a fragile base is how demos become incidents.

A sequence that works: lock the domain model and access rules, stand up real environments, migrate critical flows, then chase UI parity. Stakeholders see journeys light up on the real stack - not one big scary reveal.

Nothing kills pilot goodwill faster than a 'production redesign' that throws away flows people already clicked through happily. Keep those. Fix underneath.

Write down the non-negotiables from the prototype: key screens, empty states that worked, copy that converted, weird edge cases users already hit.

Before anyone starts rewriting, capture each important journey in plain language. Add the prototype screen, who uses it, what data it reads or changes, and what should happen when it fails.

This brief becomes the bridge between the fast demo and production work. It also exposes gaps early. A button labelled 'Approve' may hide three roles, an audit trail, a notification, and a rule about who can reverse the decision.

Rebuild one complete journey at a time - for example signup through first booking - and put it in front of the pilot group. That gives you usable feedback while the team continues with the next slice.

A long rewrite with no checkpoints invites surprises. Small slices make it obvious when the new system behaves differently from the prototype, and they give stakeholders something real to review.

If people are already living in the demo URL, agree what production means before you start: domains, stores, monitoring, who gets paged, when the prototype dies.

Migrate accounts on purpose - or reset with an honest note. Instrument crashes and funnels. Name owners for the first two weeks. Block a hardening window instead of immediately adding features.

Sitting on a Lovable or Claude demo right now? That's enough to start. Bring the link and what you want in ninety days.

Don't automatically delete it. Remove real customer data and keep a safe copy as a design sandbox. Product owners can test a new flow there before asking engineering to build it properly.

Just label it clearly, protect access, and make sure nobody mistakes it for production. A prototype is useful when it stays a learning tool; it becomes dangerous when it quietly turns into an unsupported second system.