You built it with AI. Let's see what it's hiding.

Tools like Claude Code, Lovable, Cursor, Bolt, and Base44 make it easy to build fast — but easy to miss things too. This kit helps you spot the risks before your users do. No coding required.

Ready

Launch Readiness

Answer honestly — this isn't a test. It just shows where to look closer before you launch.

Security

Can users only access their own data? One person shouldn't be able to see or edit another person's information.

Are admin pages protected? Admin pages control your whole app. They should need a special login — not just a hidden link.

Are API keys hidden? API keys are secret passwords your app uses to talk to other services. They should never be visible in code anyone can view.

Cost

Do you know your AI cost per user? Every AI response costs a small amount of money. Knowing this number helps you avoid a surprise bill.

Have you checked for expensive AI requests? Some features — like long documents or images — use more AI power, and cost more, than others.

Scale

Would your app handle 10,000 users? Most apps are only ever tested with a handful of people. Growth can reveal problems no one noticed before.

Are database queries optimized? A database is where your app's information lives. "Optimized" means it can find things quickly, even as it grows.

Readiness

Have you asked AI to audit your project? You can literally ask your AI tool to review its own work for risks. Most builders never think to ask.

Have you reviewed your project before launch? One last look, in your own words, to make sure everything feels ready.

Copy each prompt below into the AI tool you used to build your app. Paste its answer somewhere you can refer back to — you'll use what it finds in your Risk Scorecard next.

Security Prompt

Review my project and tell me if there is any place where one user could accidentally see another user's data. Explain your findings in plain English.

Cost Prompt

Review my project and identify the single biggest feature that could become expensive if my app grows from 100 users to 10,000 users. Explain why in plain English.

Scale Prompt

Review my project and tell me what is most likely to break first if 10,000 people started using my app tomorrow. Explain your answer in plain English.

Here's your Launch Readiness, based on your answers on the Launch Checklist.

Answer the checklist to see your score

By category

From your Launch Checklist answers

Security

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Cost

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Scale

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You found the risks. That's the hard part.

Beyond Vibe Coding takes you the rest of the way — with prompts built for the AI tool you're already using, and a clear, step-by-step path to a secure, cost-efficient, scalable app.

Tool-specific prompts for Claude Code, Lovable, Cursor, Bolt, and Base44
Step-by-step fixes for security, cost, and scale — not just what's wrong, but exactly how to make it right

Finding risks is the first step. Beyond Vibe Coding shows you how to verify and fix them before launch.

Explore Beyond Vibe Coding →