AI Prompts for Vibe Coding

The audit nobody does after vibecoding. Find what'll break or get exploited before users do.

It works with you clicking around. Will it survive 1,000 real users and a bad day?

That app you built pulls in hundreds of packages you've never read. Find the risky ones.

Before you build anything with AI, get the spec right. This writes the PRD for you.

Before you ship AI-generated code, have it checked by something that won't sugarcoat it.

Before you let real users in: the checklist that catches what vibecoding skips.

Most AI-built apps turn into spaghetti. Get the structure right up front.

Clean up messy AI-generated code safely — one small change at a time.

The prompt that makes Cursor add a feature cleanly instead of rewriting half your app.

Stuck on an error you don't understand? This gets you unstuck without the lecture.

See a UI you like? Describe it and rebuild it instead of starting from a blank page.

Protect user data properly — before a leak makes the decision for you.

The #1 vibecoding mistake: API keys sitting in your code or git history. Hunt them down.

The standard checklist real engineers use. Run your app through it in plain English.

Get your data model right before you build on top of it.

The scariest bug: one user seeing another's data. Check your auth before someone else does.

A landing page that converts, generated clean and ready to tweak.

The first prompt to paste into Lovable or v0 so you get something real, not a toy.

Inherited code you didn't write? Get the map before you touch anything.

Login and signup without losing a weekend to auth docs.

Good logs save you at 2am. Bad ones leak data and tell you nothing. Get this right.