How production-ready is your AI-built app?

12 questions, 3 minutes. Answer honestly — the score is only useful if it's true.

1.Has anyone (human) reviewed the AI-generated code for security issues line-by-line?

2.Are secrets (API keys, DB credentials) stored outside the codebase?

3.Is user input validated and sanitized on the server, not just the client?

4.Has the app been load-tested beyond your current peak user count?

5.Do you know which database queries are the slowest under load?

6.Can the app scale horizontally (more instances) without code changes?

7.If the app broke right now, would you know within 5 minutes — without a user telling you?

8.Are errors logged somewhere searchable, with enough context to diagnose?

9.Do you track uptime and response times over time?

10.Do you have automated backups you've actually tested restoring from?

11.Could someone other than the original builder deploy a fix today?

12.Is there a rollback path if a deployment goes wrong?

12 questions remaining