FREE SCAN — 150 founder credits, no card

Free Security Scan for AI-Generated (Vibe-Coded) Apps

Scan your AI-generated app for the security gaps LLMs ship by default.

Why AI-Generated (Vibe-Coded) Apps Get Hacked

AI coding tools optimize for "it works", not "it is secure". Vibe-coded apps ship fast and ship the same insecure patterns over and over: hardcoded secrets because the model needed something to make the demo run, missing authorization because the prompt never mentioned it, no rate limiting, no input validation, and copy-pasted dependencies with known CVEs. If a human did not threat-model it, the vulnerabilities are usually still there. We scan exactly what AI-generated code tends to leave open.

Common AI-Generated (Vibe-Coded) Vulnerabilities

Hardcoded secrets

AI assistants frequently inline API keys, tokens, and database URLs to make code run immediately — and they ship straight to the client or git.

Missing authorization

Generated CRUD endpoints often authenticate but never check ownership, producing IDOR/BOLA across every resource by default.

No input validation

Prompts rarely ask for validation, so user input flows into queries and templates unchecked — injection, XSS, and SSTI follow.

Prompt-injection in LLM features

Apps that feed user input into their own LLM calls without guarding can be steered to leak data, keys, or system prompts.

Insecure defaults & stale deps

Missing security headers, permissive CORS, no rate limiting, and copy-pasted packages with known CVEs are all common in generated stacks.

What the Sable Scan Checks

Exposed secrets & API keys

We scan your client-side bundles and responses for leaked API keys, tokens, database URLs, and 100+ secret patterns that ship to the browser by accident.

Security headers & TLS

HSTS, CSP, X-Frame-Options, Referrer-Policy, Permissions-Policy, and TLS protocol/cipher configuration — graded A-F with copy-paste fixes.

CORS & access control

Overly permissive CORS, wildcard origins with credentials, and broken object-level authorization (IDOR/BOLA) where one user can reach another user's data.

Injection & API surface

SQL/NoSQL injection, exposed OpenAPI/Swagger specs, GraphQL introspection, mass assignment, missing rate limits, and excessive data exposure.

OWASP Top 10 coverage

Autonomous pentesting agents test against the full OWASP Top 10 2025, validate each finding with a proof-of-concept, and re-test after you fix.

Validated findings, not noise

Every reported issue is confirmed by an agent before it reaches you — so you get real, exploitable findings with severity and remediation, not scanner spam.

Scan Your AI-Generated (Vibe-Coded) App in Minutes

Create a free account, point the agents at your app, and get validated findings with proof-of-concept and fix guidance. 150 founder credits, no credit card.

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Frequently Asked Questions

Is AI-generated code less secure than hand-written code?
It is not inherently worse, but AI tools optimize for working demos, not threat models — so they tend to ship hardcoded secrets, missing authorization, and no input validation unless you explicitly ask. The fix is to scan and verify before launch. Sable's agents test the live app for exactly these patterns.
What should I check first in a vibe-coded app?
Three things: secrets that leaked into the client or git, endpoints that authenticate but do not check ownership (IDOR), and unvalidated user input reaching queries or templates. A Sable scan covers all three and validates each finding with a proof-of-concept.
Is the security scan really free?
Yes. The Headers Scan runs instantly with no signup. For the full agent scan you create a free account and get 150 founder credits with no credit card required — enough to run real scans against your app on demand. Paid credit packs and monthly tiers exist for continuous testing, but you can start for free.
How does Sable scan my app?
Sable runs autonomous pentesting agents (pen-scout, pen-recon, pen-triage, pen-fixer, pen-compliance) that map your attack surface, test against the OWASP Top 10, validate every finding with a proof-of-concept, and re-test after you ship a fix. You chat with the agents on demand instead of waiting weeks for a manual engagement.
Will the scan break or slow down my production app?
No. Scans are designed to be safe and non-destructive. We demonstrate impact with proof-of-concept evidence rather than causing damage, and we never exfiltrate or alter your data.

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