← All Use Cases Claude Code, Cursor, Aider users

Before & After AI Sessions

AI coding agents are incredibly productive — but they don’t think about security. They hardcode API keys, install unverified packages, use eval() on user input, and expose ports. Every AI session is a chance for vulnerabilities to sneak in.

Before the session

vibsec scan

Establish a baseline. Know what’s already in your project before your AI agent touches it. If there are existing issues, fix them first so you don’t confuse old problems with new ones.

After the session

vibsec scan

Catch everything your agent introduced. VibSec runs 30+ checks looking for:

Hardcoded secrets — API keys, tokens, passwords your agent pasted into source files
Unsafe patterns — eval(), exec(), unsanitized inputs your agent used as shortcuts
Supply chain risks — packages your agent installed that might be typosquatted or unpinned
Exposed ports — services your agent configured on 0.0.0.0 instead of localhost

Found issues? Let your agent fix them

vibsec scan --fix

This generates a copy-paste prompt grouped by file. Hand it to your AI agent and it will fix every finding automatically. The whole cycle takes under a minute.

Why this matters for vibe coders

When you’re in the flow — describing features, iterating fast, shipping daily — security is the last thing on your mind. That’s exactly when vulnerabilities slip through. VibSec is the 30-second checkpoint that catches what your AI missed.

Works with every agent

Claude Code, Cursor, Aider, Copilot, Windsurf — any CLI-based AI coding agent. The workflow is always the same: scan before, scan after, fix with —fix.