Cloud Storage Misconfiguration
Publicly accessible S3 buckets, GCS buckets, and Vercel/Netlify deployments expose sensitive files, environment variables, and internal build artifacts — a critical risk in AI-generated apps.
What Is Cloud Storage Misconfiguration?
AI coding tools (Lovable, Bolt, Cursor, Replit) frequently deploy apps to cloud platforms — AWS S3, Google Cloud Storage, Vercel, Netlify, or Railway. When storage buckets or platform-specific endpoints are misconfigured, anyone on the internet can read, list, or even write to them.
This is one of the most common critical vulnerabilities in vibe-coded apps because:
- S3/GCS bucket names are often derived from the app name and guessable
- Build artifacts and
.envfiles are accidentally included in deployments - Vercel preview deployments expose internal routes and API data
Attack Scenarios
Open S3 Bucket — File Listing
GET https://s3.amazonaws.com/my-app-assets/
Response:
<ListBucketResult>
<Name>my-app-assets</Name>
<Contents>
<Key>.env.production</Key>
<Key>backup_2024-01-15.sql</Key>
<Key>admin_credentials.txt</Key>
</Contents>
</ListBucketResult>An attacker now has your database credentials, API keys, and full user data.
Vercel _next/data Leak
Next.js apps deployed on Vercel expose server-side props via:
GET /_next/data/{buildId}/index.json
This endpoint can return data that was intended only for server-side rendering — including internal API responses, auth tokens passed as props, or user-specific data baked into the initial render.
Netlify Functions — Unauthenticated Internal API
GET /.netlify/functions/admin-report
Functions deployed without auth middleware are accessible to anyone. Common in AI-generated backends where authentication is added to the frontend but not the serverless function itself.
Real-World Impact
- Database dump download —
.sqlbackups left in open S3 buckets - API key exfiltration —
.envfiles withSTRIPE_SECRET_KEY,DATABASE_URL - Admin route discovery — build manifests reveal
/admin,/internalroutes - User data breach — objects containing exported user records
How to Fix
S3 — Block all public access:
aws s3api put-public-access-block \
--bucket my-app-bucket \
--public-access-block-configuration \
"BlockPublicAcls=true,IgnorePublicAcls=true,BlockPublicPolicy=true,RestrictPublicBuckets=true"Vercel — Protect _next/data endpoints:
// middleware.ts — protect sensitive data routes
export function middleware(request: NextRequest) {
if (request.nextUrl.pathname.startsWith('/_next/data')) {
// Verify session token for sensitive pages
const token = request.cookies.get('session')?.value;
if (!token || !verifyToken(token)) {
return NextResponse.json({ error: 'Unauthorized' }, { status: 401 });
}
}
}Netlify Functions — require auth header:
exports.handler = async (event) => {
const token = event.headers.authorization?.replace('Bearer ', '');
if (!token || !isValidToken(token)) {
return { statusCode: 401, body: JSON.stringify({ error: 'Unauthorized' }) };
}
// ... handler logic
};Never commit secrets to deployments:
# .gitignore
.env
.env.local
.env.production
*.sql
*_backup*Use environment variable management (Vercel dashboard, AWS Secrets Manager, Doppler) instead of .env files in deployed artifacts.
What VibeWShield Detects
VibeWShield's Level 2 Cloud Misconfiguration scanner:
- Extracts S3/GCS bucket names from JavaScript bundles and page content
- Tests each bucket for public listing and access to 15 common sensitive files (
.env,backup.sql,id_rsa, etc.) - Detects Vercel deployments and probes
/_next/data/{buildId}/index.jsonfor exposed server-side data - Probes 14 common Netlify Functions endpoints and checks
/_redirectsfor proxy rules to internal services - Detects Railway/Render environment variable leakage in JavaScript bundles
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