89% of AI-generated code ships with vulnerabilities

Security ScannerYou built it with Cursor
But is it safe?

AI writes code fast. It doesn't think about security. Hackers know your vibe-coded app ships with hardcoded secrets, SQL injections, and zero auth.

Terminal
LIVE
$ vybex scan ./my-app
 
Initializing 216 security patterns...
Scanning auth/login.ts
CRITICAL SQL Injection — raw query (line 42)
CRITICAL JWT secret hardcoded (line 15)
Scanning api/users.ts
HIGH BOLA/IDOR vulnerability (line 67)
MEDIUM Missing rate limiting (line 8)
Scanning components/Form.tsx
HIGH XSS via dangerouslySetInnerHTML
 
Scan complete: 216 issues found
Score: 34/100
Security Score
34
/100
Real incident
SaaS startup
Built with Cursor
47
Vulns
3 hours
Hacked
$240K
Damage
Live
847,293 SQL Injection attacks blocked globally

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This is how your app gets hacked

Under 4 minutes. Fully automated. Happening to vibe-coded apps every single day. Watch the attack unfold.

🔍
0:00Recon

Automated bot finds your app on Shodan / Google dork. Detects framework and version.

🎯
0:12Scan

SQLMap runs against your login endpoint. Finds unparameterized query in 12 seconds.

💥
0:34Exploit

SQL injection extracts your entire users table. Emails, password hashes, billing data.

🔑
1:02Escalate

Hardcoded JWT secret found in your bundle. Attacker forges admin token.

📤
2:15Exfiltrate

All user data, payment info, and internal configs downloaded. Your users are compromised.

💀
3:47Sold

User data listed on dark web marketplace. Your company faces lawsuits, fines, and reputation damage.

What AI actually generates

These aren't edge cases. These are the most common patterns AI tools produce every day. Recognize any?

criticalSQL Injection in login
Generated by ChatGPT
Vulnerable
app.post('/login', async (req, res) => {
  const { email, password } = req.body;
  const user = await db.query(
    `SELECT * FROM users
     WHERE email = '${email}'
     AND password = '${password}'`
  );
});
Fixed by Vybex
app.post('/login', async (req, res) => {
  const { email, password } = req.body;
  const user = await db.query(
    'SELECT * FROM users WHERE email = $1',
    [email]
  );
  const valid = await bcrypt.compare(
    password, user.password_hash
  );
});

AI concatenates user input directly into SQL. One quote character gives attackers full database access.

73%
Found in AI-generated backends

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Drop any code snippet below and watch Vybex find security issues in real-time. This is a preview — the full scan checks 216 patterns.

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Issues Found

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Protection Layers

Three layers of protection

From detection to fix to certification. Ship secure code without hiring a security auditor.

Scanner Engine

Tree-sitter AST parsing + regex patterns + AI context analysis. 216 patterns across 10 categories.

JS/TSPythonReactNode.jsSQL

AI Fix Engine

Claude AI generates minimal patches. Preview diffs. One-click fix or batch-fix all critical issues.

Auto-FixDiff PreviewBatch Fix

Certification

PDF audit report, OWASP references, security badge for README. Full audit history.

PDF ReportBadgeOWASP

How it works

Four steps from vulnerable code to verified security. Under 60 seconds.

01

Upload

Drop your .zip or paste a GitHub URL. Supports JavaScript, TypeScript, Python, React, Next.js.

02

Scan

216 vulnerability patterns analyzed across 10 categories. Real-time progress as each category completes.

03

Fix

AI generates minimal patches. Preview diffs, apply one-by-one or batch-fix all critical issues.

04

Certify

Download fixed code, PDF security report, and a badge for your README. Your code is verified.

Built for apps made with

Cursor
Lovable
v0
Bolt
ChatGPT
Claude
Copilot
Replit
12,847
apps scanned
847,293
vulnerabilities found
94
average issues per app

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