AI-powered security code review

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Inspiration: I have been helping client in financial and health care industries and which each new solution we have to work with different vendor and manually verify if our code and solution are secured and meeting compliance with is very time consuming and labour intensive. This motivated me to look in to option to leverage AI to address security and compliance issues.

What it does

Code Review AI Agent integrates into DevSecOps pipelines to automatically scan code using Semgrep, explain vulnerabilities in plain English using Claude, and create actionable tickets for developers — all while tracking compliance through Vanta. It’s a smarter, faster way to catch and fix security issues before they reach production.

How we built it

It was built using Claude code, semgrep mcp server, vant mcp server.

Challenges we ran into

big challenge was to bring all the components together and work in harmony. We also wanted to integrate bug crowd but owing to integration challenges we could not do so.

Accomplishments that we're proud of

Really proud of building a solution in few hours that can really understand and scan code of vulnerabilities.

What we learned

new tools like semgrep and vantage

What's next for AI-powered security code review

Possibly a saas or mcp based offering that can be used for various different clients.

Built With

• anthropic
• claude
• javascript
• node.js
• python
• react
• semgrep
• tailwind
• vanta