Vibe-Coded Apps Are Going to Production: What to Check Before Yours Does

Lovable says people at two-thirds of Fortune 500 companies use its AI app builder. Business teams are no longer just prototyping with AI — they are shipping. The same month, researchers found thousands of AI-era apps leaking data through missing access rules. Speed and safety need to meet somewhere.

What AI Builders Do Well

They are excellent at turning a clear description into working screens, forms and flows, and at iterating fast on feedback. For internal tools, prototypes and validating an idea with real users, they can cut weeks to days.

What They Don't Do for You

• Security: access rules on every table, secrets kept out of the browser, input validation.
• Data protection: consent, retention and deletion for personal data, and where it is stored.
• Reliability: backups, error monitoring, and a plan for when a third-party API changes.
• Ownership: who maintains it when the person who built it moves on, and where the code lives.
• Cost: usage-based platform and API bills that grow with traffic.

A Pre-Production Review

• Export or connect the code to your own repository so you control it.
• Run an anonymous-access test against the database and file storage.
• Confirm authentication, password reset and session expiry work as expected.
• Set up error alerts and daily backups.
• Name an owner and write a one-page note on how the app works and what it depends on.

Know When to Rebuild

An AI-built app that proves its value often deserves a proper engineering pass: a clean data model, tests, and integration with your core systems. Treat the first version as a validated specification — it is a valuable one — rather than the final architecture.