AI coding tools write fast. They also write the same
security vulnerabilities repeatedly, because they
learned from code that had those mistakes in it.
VibeGuard is a security linter built specifically
around the exact patterns GitHub Copilot, Cursor,
ChatGPT, Claude and Gemini produce:
→ SQL injection via f-strings
→ Hardcoded API keys and passwords
→ JWT without algorithm verification
→ Command injection via shell=True
→ MD5 for password hashing
→ DEBUG=True shipped to production
