Free resources
Free resources for getting an AI-built app ready for real users.
Lovable, Bolt, Replit, v0 and Cursor make it quick to build a working app. Getting it ready for customer data, payments and real traffic is a different job. These tools help you see where your app stands and what to fix first, whether you do the work yourself or hand it to engineers. No sign-up needed.
Production-Readiness Scorecard
Built with Lovable, Bolt, Replit, v0 or Cursor? Answer 12 questions to see how ready your app is for real users, with a grade and the gaps to close first.
Open resourceSecurity Checklist
15 vibe coding security checks for AI-built apps: exposed API keys, browser-only logins, missing row-level security, and how to test for each one.
Open resourceAI Builder Comparison
Lovable vs Bolt vs Replit vs v0 vs Cursor vs Figma Make: who each AI builder suits, what still needs an engineer, and when to bring one in.
Open resourceHandoff Kit & Launch Plan
What to give engineers when you hand over an AI-built app, plus a week-by-week launch plan for a small, focused app. Free download, no sign-up needed.
Open resourceWould you rather hand it to engineers?
Taking AI-built prototypes to production is a core part of our work. Tell us where you are stuck and we will tell you plainly what the app needs, with no obligation to go further.