Paste a snippet
Drop in a Python function or module. Nothing is written to disk — the snippet lives in memory for the length of the request.
Grounded review · no snippet storage
Security-aware code review that shows its sources
AI Insight Engine reviews Python against the OWASP Top 10 and clean-code practice, then cites the knowledge-base excerpts behind every finding. Deterministic pattern scans run first, so the model reasons over evidence instead of guessing.
How a review works
Grounded retrieval
Relevant excerpts from a security and software-engineering knowledge base are pulled in so the review argues from sources, not vibes.
Scored review
You get security, maintainability and readability scores, OWASP-mapped violations, a concrete fix, and the citations behind them.
Built to be checkable
OWASP Top 10Findings map to identifiers like A01, A02 and A03.
Cited sourcesEvery review lists the excerpts it reasoned from.
No storageSnippets are redacted server-side and never persisted.
Knowledge base
- Clean Code in Python
- Secure Coding Principles
- Web Application Hacker's Handbook
- Security Engineering
- Threat Modeling
- Web Security
- Hands-On Software Engineering
- Secure Agile SDLC
Review your first snippet
No account, no setup. Paste code and read the findings.
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