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Building an AI-Powered Code Vulnerability Scanner

This story is from 2026-09-19. It is preserved in the archive; the latest stories are on the live feed.

Static analysis tools like Semgrep, Bandit, and CodeQL catch well-known patterns. They miss logic bugs, insecure data flows that span multiple files, and context-dependent vulnerabilities that require understanding intent . A language model can fill that gap — not as a replacement for traditional S…

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  1. 2026-09-19 10:01 · DEV Community — AI
    Building an AI-Powered Code Vulnerability Scanner

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