AI web app builder · lifecycle
A prompt starts a product. A lifecycle makes it usable.
The same app asks different questions as it moves from an early idea to a service a team can operate.
Quick: prove the meaningful action
The first question is simple: can the customer complete the reason the product exists? A first draft should be coherent enough to test the path, not crowded with every future requirement.
Production: make change and trust explicit
When the path is right, add the records, status, roles, and validation boundaries that protect it. This is where a service begins to distinguish a test payment from a live payment and a visible history from a durable operating record.
Operation: make daily work visible
Operators need a queue, a record detail, clear allowed actions, and an audit-friendly status story. The lifecycle becomes useful when the owner can ask for these in ordinary language and check the result in the same preview.