VibeGuard
Security linter that catches what Copilot, Cursor & ChatGPT
What it does
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
Security linter for AI-generated code: catches the exact vulnerabilities Copilot, Cursor and ChatGPT repeatedly produce. SQL injection, hardcoded secrets, JWT bypass, command injection and 15+ more rules. Grade A–F. Zero config. CI/CD ready. - zeroFhacker/vibeguard
AI coding assistants — GitHub Copilot, Cursor, Claude, ChatGPT — write code fast. Really fast. Faster than any security review can keep up with. The problem is they also confidently produce the same security mistakes over and over. Not because they are bad tools. Because they were trained on millions of code examples — and millions of those examples had security vulnerabilities in them. Traditional linters like Bandit and Semgrep catch some of these. But they use generic rules that were not built around the specific patterns AI tools produce. VibeGuard is different — every rule was written by studying actual AI-generated code and cataloguing the exact vulnerability patterns these tools…from github.com
Does the same job
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Perfai SecurityJul 2026 · perfai.ai · ▲291Find & fix live vulnerabilities in Vibe Apps with 1-prompt.
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