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How to Build a Safe AI-Assisted Vulnerability Review Loop

Anthropic’s July case study on Alberta shows how security teams can combine deterministic scanning, AI-assisted review, automated testing and human approval without handing production changes to an autonomous agent.

12 Aug 2026 · 5 min read

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