Taking a generated app to production.
The prototype works in the demo and you are wondering how far it really is from real users. This is the checklist we use when a client brings a generated app to be finished, written so you can run most of it yourself.
First, credit where due
An AI app builder compressed weeks of scaffolding into an afternoon: screens, navigation, a data model, a deploy. Keep that. The goal of productionizing is to keep the draft’s speed and replace its assumptions.
The seven checks
Auth: can one user see another user’s data by changing an id in the URL? Generated apps fail this more than anything else.
Data: is there a real database with backups, or is state sitting in the builder’s sandbox? Who owns the account it lives in?
Payments: if money moves, is it verified server-side from the processor’s webhook, or does the app trust the browser? The browser can lie.
Secrets: search the code for keys. Generated code pastes them inline more often than you would hope.
Errors: when something breaks at 2am, does anyone find out, or does it fail silently?
Load: the demo had one user. What happens at a hundred? Even a crude test tells you if the foundation holds.
Ownership: can you export the code, the data, and the domain today? If leaving the builder is impossible, that is a decision being made for you.
Briefing a developer without a rewrite
Hand over three things: access to what exists, a one-page statement of what done means (real users, payments, the platforms it must run on), and an honest list of what you already know is broken. Ask for a review milestone first: a fixed-price look that ends in a written keep-replace-fix list. Fund the build only after you have read it.
That review-first shape is exactly how a rescue runs on Klyftly: the plan, the verified developer, and escrowed milestones come built in.
What a rescue looks like, step by step.