Scans up to 40 Python/Java files per repo using a fast, simplified regex-based analyzer (not the full AST parser the real CLI tool uses — see the GitHub repo for the accurate version). AI explanations run on the top 3 riskiest files only, when an API key is configured.

Private code, or a regulated industry? This live scanner only works on public repos — that's a demo limitation. The open-source CLI runs entirely on your own machine or infrastructure; your code never has to leave your network. Run it locally →