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Security for AI-generated code

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50,847

Repos protected

94%

OWASP coverage

<90s

Avg scan time

api/users.ts

1import { db } from './database'

3export async function getUser(id) {

4 const q = `SELECT * FROM users WHERE id=${id}`SQL INJECTION

5 return db.execute(q)

8// ShipReady fix:

9 const q = 'SELECT * FROM users WHERE id=?'SECURE

10 return db.execute(q, [id])

2 Issues FoundScan Complete

Fix AvailableCopy & Paste

The Problem

AI writes code fast.
40% of it has security vulnerabilities.

Hidden vulnerabilities

AI tools generate code that looks correct but contains SQL injection, XSS, and auth bypasses.

METR Study, 2025

The cleanup trap

Developers feel 20% faster with AI. But cleanup adds 19% more time to projects overall.

Stack Overflow, 2025

Deployment anxiety

The gap between “it works locally” and “production-ready” feels impossibly wide.

10% exploitable rate

How It Works

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