Tools like Claude, GPT, Gemini and others are trained to produce functional output — not hardened infrastructure. They do not own your server. They do not understand your deployment stack. They do not think like an attacker.

They also do not take responsibility when your API key is exposed, your .env file is public, or your credits disappear overnight.

That is where Vibe Code Snagging™ comes in.

What Is Vibe Code Snagging?

• Analyse the full codebase for vulnerabilities
• Identify exposed secrets, misconfigurations, and logic flaws
• Patch and harden the application
• Secure deployment configuration
• Re-deploy safely

Return it 99.9% hardened instead of sitting at 44% exposed.

You ship confidence, not risk.

Why AI-Generated Code Is Not Enough

AI models are pattern predictors. They are not security engineers.

• .env files inside public_html
• Hard-coded API keys and tokens
• Debug mode left enabled in production
• No rate limiting on endpoints
• SQL injection exposure
• Missing CSRF protection
• Insecure file upload handling
• Admin routes left publicly accessible
• Incorrect permission settings on servers

AI often responds with “I should have remembered that.”
Hackers respond with automated scanners and drained credits.

The Necessity

If your app connects to:

• Payment gateways
• AI APIs
• Cloud storage
• User data
• Email systems
• Authentication systems

Then security is not optional. It is foundational.

Functionality is step one. Security is survival.

What You Get

• Full Codebase Security Review – Manual and automated analysis
• Secret & Credential Audit – API keys, tokens & environment variables located
• Configuration Hardening – Server permissions & production enforcement
• Attack Surface Reduction – Routes & exposure minimized
• Deployment Patch & Return – Hardened, tested production-ready build

The Benefits