The complaint behind the search
People usually search for this after the generated app already looks close: Why does my Lovable auth work in the demo but feel unsafe for clients?
The visible symptom is simple. The generated login flow works in the demo, but tenant data boundaries and row-level security have not been proven. The production risk is that the app can look ready while the operating layer is still missing.
What to check before adding features
- Confirm the user, account, or tenant boundary is explicit and tested.
- Confirm secrets, API keys, and webhook tokens are not exposed to browser code.
- Confirm the database rules match the real business workflow, not just the demo path.
- Confirm failures are visible in logs and alerts before a customer reports them.
- Confirm the app has a rollback and recovery path before paid users depend on it.
How PAS turns it into production software
PAS reviews the generated app, identifies the fragile parts, and adds the production layer around it: deployment discipline, auth review, database rules, payment safety, monitoring, backups, and support ownership.
The goal is not to rewrite every AI-built app. The goal is to make the risk visible and fix the parts that can hurt the business.
PAS makes AI-built apps production-ready
Send the app, repo, or public URL. PAS will review the production risks and map the next step: keep it simple, harden it, launch it, or move it into managed engineering support.