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Tag: shift-left security

GitHub Copilot agentic autofix workflow showing AI agent exploring codebase, running CodeQL verification, and opening a draft pull request

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GitHub Copilot Agentic Autofix: Verified Fixes, Auto PR

GitHub's agentic autofix runs CodeQL, verifies the fix works, and opens a draft PR — ...

July 15, 2026

Multi-agent AI security scanning system visualization showing auditor, debater, and prover agent nodes in a hierarchical network with blue circuit patterns on dark background

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Microsoft MDASH in Production: AI Agents Are Finding Real Windows CVEs

Microsoft’s MDASH agentic scanner is now live in production, finding critical Windows CVEs via 100+ ...

June 24, 2026