For Vibe Coders

You Vibe Coded It. Now Find Out What You Actually Built.

Built your app with Cursor, Replit, v0, or ChatGPT? NYU research found roughly 40% of the code Copilot generated in security-relevant scenarios was vulnerable. Get a 3-minute audit before those flaws become your problem.

No signup required · Results in 3 minutes · Source code not stored

Sound Familiar?

You're not alone. These are the problems we solve.

AI Assistants Generate Vulnerable Code

NYU researchers prompted GitHub Copilot with 89 security-relevant scenarios and found roughly 40% of the 1,689 programs it produced were vulnerable. AI tools optimize for 'code that works,' not 'code that's secure.' Your app might be live with vulnerabilities you don't know about.

It Works... But Is It Good?

'Works on my machine' isn't the same as 'production-ready.' AI tools optimize for working code, not maintainable code. What shortcuts did it take?

You're Moving Too Fast to Stop and Check

Shipping features is addictive. But technical debt compounds silently. By the time you notice, the fix costs 10x what prevention would have.

What You'll Walk Away With

Clear, actionable insights, not a pile of jargon.

See exactly what the AI generated — the good, the bad, the risky
Find hardcoded secrets and security issues before they bite you
Get a vibe check grade (A-F) for your entire codebase
Know if your code will survive when you hire a real dev
Fix the critical stuff now, before it becomes expensive

How It Works

Three minutes from question to clarity.

1

Paste a GitHub URL

Public or private. No setup, no installs, no access to your servers.

2

AI Analyzes Everything

Security scan, architecture mapping, risk assessment, AI readiness grading.

3

Get Your Report

Visual architecture map, prioritized issues, business-ready explanations.

3 min
Average scan time
35%
Repos have secrets
$0
To run the first scan
9
Ecosystems analysed

Questions Vibe Coders Ask

Yes. If your code is on GitHub (public or private), we can scan it. The analysis works on any language — JavaScript, Python, Go, whatever the AI generated for you.

AI assistants optimize for 'code that runs,' not 'code that's secure' or 'code that scales.' They don't know your full system. They can't catch architectural issues. And they definitely don't warn you about the hardcoded API key they just committed. Read more: Is AI-Generated Code Production Ready? (/blog/is-your-ai-generated-code-production-ready)

You'll need to push to GitHub first. It takes 2 minutes: go to github.com/new, create a repo, then follow GitHub's instructions to push your code. Once it's up, paste the repo URL here.

That's the point. Better to find them now than after you've scaled and it costs 10x to fix. Every issue comes with a fix plan — you can hand it directly to a contractor or fix it yourself with AI assistance.

Get Your Vibe Check

Paste your GitHub URL. See what you actually shipped in 3 minutes.