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Evolving Windows vulnerability management to meet the speed of AI-powered discovery (9 minute read)

TLDR AI · 2026-07-10

Microsoft is integrating AI into Windows vulnerability management to enhance discovery speed and reduce fix times. The MDASH scanning system and cloud infrastructure help streamline security updates while maintaining quality.

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Microsoft’s patch Tuesdays are about to get bigger

The Verge · 2026-07-09 Cached

Microsoft announces it will use AI more heavily in its Patch Tuesday security updates for Windows 11, aiming to find and fix vulnerabilities faster. The company will integrate AI into its Secure Development Lifecycle and invest in Windows-specific AI tools for generating and validating security fixes.

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Forgejo monthly report - May 2026

Lobsters Hottest · 2026-06-08 Cached

Forgejo's May 2026 monthly report details the v15 LTS release, security releases for v11 and v14, and updates to Forgejo Runner. The v14 support has ended, and v11 support will end soon, urging upgrades.

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“Long-Term Support” doesn’t mean what you think

Lobsters Hottest · 2026-05-23 Cached

The article clarifies that 'Long-Term Support' (LTS) for Linux distributions means security and maintenance updates for a set period, but does not guarantee bug fixes, hardware support, or feature updates. It explains what is and isn't promised by Debian, Ubuntu, and Kubuntu LTS releases.

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