How we're testing AI app builders: database isolation, auth, usage and source export

I work on Uvilno. This is our evaluation protocol, not an independent leaderboard, and we have not completed a matched cross-product study. We publish the unknowns because a polished generated page is easy to confuse with a finished application. An AI builder can generate a plausible dashboard while its records disappear after reload. It can export a frontend while the identity service and…