intermediate12 min read

Security Testing Basics for Vibecoded Apps

AI-generated code is especially vulnerable to security issues because the models that write it optimize for functionality, not security. Even basic security testing can catch critical vulnerabilities before attackers do.

Last updated: 2026-03-14

Testing for Cross-Site Scripting (XSS)

Enter a script tag (<script>alert('xss')</script>) into every input field and search bar in your app, then check if it executes. Try variations like event handlers (onload, onerror) in image tags and SVG elements. AI-generated code frequently renders user input without sanitization, especially in features added later in development.

Check stored XSS by entering a script payload in one place (like a profile name or comment) and seeing if it executes when other users view that content. Also test reflected XSS by manipulating URL parameters — many vibecoded apps display query parameters directly in the page without escaping.

Testing Access Control

Log in as a regular user and try to access admin pages by navigating directly to their URLs. AI-generated apps often check permissions in the navigation menu but not on the actual page or API endpoint, meaning anyone who guesses the URL can access admin features.

Test horizontal access control by trying to access another user's data. Change user IDs in URLs, API requests, and hidden form fields. For example, if your profile is at /users/123/settings, try /users/124/settings while logged in as user 123. This is one of the most common and most dangerous vulnerabilities in vibecoded apps.

Testing for Injection and CSRF

Test for SQL injection by entering SQL fragments (like ' OR 1=1 --) into input fields and URL parameters. While ORMs typically prevent basic SQL injection, AI-generated code sometimes includes raw queries for complex operations. Also test for NoSQL injection if you use MongoDB — payloads like {"$gt": ""} in JSON inputs can bypass authentication.

Test CSRF by crafting a simple HTML form on a different domain that submits to your app's API. If the action succeeds without the user's knowledge, your app lacks CSRF protection. AI-generated apps using cookie-based authentication without CSRF tokens are vulnerable. Check that all state-changing operations (POST, PUT, DELETE) require a CSRF token or use SameSite cookies.

Frequently Asked Questions

What are the most common security vulnerabilities in vibecoded apps?

Broken access control (accessing other users' data), XSS (unescaped user input), missing authentication on API routes, exposed environment variables, and hardcoded secrets in client-side code.

Do I need a professional security audit?

For apps handling sensitive data (payments, health, personal information), a professional audit is strongly recommended. For simpler apps, the basic tests in this guide will catch the most common and critical vulnerabilities.

How do I check if my app leaks sensitive data?

Inspect API responses for fields that should not be exposed (password hashes, internal IDs, other users' emails). Check browser DevTools for environment variables in client-side JavaScript. Also review error messages for stack traces or database details.

Ready to test your app?

Submit your vibecoded app and get real bug reports from paid human testers. Starting at just €15.

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