FAQ
Questions, answered
Everything you need to know about guarding your AI-generated code.
CoderGuardian is a security scanner built for AI-generated code. It detects vulnerabilities — SQL injection, XSS, hardcoded secrets, unsafe deserialization, and more — then produces ready-to-apply fixes with before/after diffs you can review and merge.
How the Guardian works
1
Connect your AI tool
Add the MCP server to your AI coding tool. It takes under two minutes.
2
Guardian scans
140+ rules parse the code, dependencies, and secrets — mapped to CWE and OWASP.
3
Review the report
Every finding is ranked by severity with a plain-English exploit walkthrough.
4
Approve the fixes
Review the AI-generated diffs, hit apply, and ship knowing the guard is up.
Still have questions? Try the scanner and see for yourself →