From vibe-coded prototype to production: the 25-point checklist
Your AI-built prototype works in the demo. These 25 checks, grouped into ten areas, cover what usually needs attention before real users and real money arrive.
ReadNew AI app builders appear constantly, and not every project fits under the named tools. This subcategory covers apps from platforms such as Base44, Firebase Studio or Tempo, internal company generators, and code stitched together from answers in a general chat assistant. The builder matters less than one question: can the code leave the platform?
Some builders give you a downloadable repository or GitHub sync; others keep the code and hosting inside their own system. Where export exists, a developer can treat the project like any other codebase. Where it does not, they can only work through the builder's editor, or use the current app as a working specification for a rebuild.
Developers may not know the tool you used, so explain it plainly: what the platform generated, which language files you can see, where the database lives and how the app is hosted. Include a link to the builder's export documentation if you found it. Chat-assembled code needs extra care, because keys are often pasted inline; run the secret leak scanner before sharing anything. The rescue effort estimator can help you frame expectations.
Be the first rescue specialist here
Developers and agencies who finish other people's projects can create a free profile and list this as a specialty.
Your AI-built prototype works in the demo. These 25 checks, grouped into ten areas, cover what usually needs attention before real users and real money arrive.
ReadRead the listing closely, check the repo, run the code, and scope the unknowns before you promise anything. A short paid assessment protects you and the client.
ReadPossibly, if the platform allows collaborators to edit the project. Otherwise the realistic options are finishing it within the builder's limits or rebuilding elsewhere using the existing app as a specification.
Often, if it runs. Gather every file into one repository, note the order in which pieces were added, and let a developer judge which parts hold up.