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Articles

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AI Security

Open-Weight Model Sandboxing Patterns

Running an open-weight model inside an enterprise perimeter seems safer than calling a hosted API. It is, and it isn't. The sandboxing patterns that actually produce the safety properties.

Jun 10, 20266 min read
Vulnerability Analysis

How the Snyk Vulnerability Database sources and verifies ...

A look at how Snyk's Vulnerability Database sources, verifies, and scores new disclosures, from GHSA feeds and silent fixes to CVSS overrides and embargo timing.

Jun 10, 20267 min read
Open Source Security

Why Snyk's vulnerability database often reports issues be...

NVD's CVE enrichment pipeline has a well-documented backlog since 2024. Here's the mechanical reason Snyk's database often shows vulnerabilities weeks earlier.

Jun 10, 20267 min read
Open Source Security

How Snyk's Fix PRs mechanically differ from Upgrade PRs a...

Snyk's Upgrade, Fix, and Backlog PRs aren't interchangeable — each changes different files and carries different CI risk. Here's the mechanical breakdown.

Jun 10, 20268 min read
Open Source Security

How Snyk decides whether an automatic PR proposes a minor...

A mechanical walkthrough of the semver logic behind Snyk's automatic fix PRs — how it picks target versions and decides between patch, minor, and major bumps.

Jun 10, 20267 min read
Strategy

Gartner Says 75% of SOC Teams Will Lose Core Skills to Automation by 2030

At its 2026 Security & Risk Management Summit, Gartner predicted that three in four SOC teams will see their foundational analysis skills erode from over-reliance on AI and automation. Here is what that actually means, and what to do about it.

Jun 10, 20267 min read
Vulnerabilities

Zero-Day Alert: Chrome V8 CVE-2026-11645 Is Being Exploited in the Wild

Google shipped an emergency Chrome update for CVE-2026-11645, an out-of-bounds memory bug in V8 already exploited in the wild. Here is what the CVE actually means and why your browser patch window just shrank to days.

Jun 10, 20267 min read
Buyer's Guides

Best Vulnerability Management Tools in 2026: An Honest Buyer's Guide

An honest guide to the best vulnerability management tools in 2026 — from broad asset scanners like Tenable, Qualys, and Rapid7 to cloud-native Wiz and reachability-driven SCA from Snyk and Endor Labs — with a clear 'best for' for each and where Safeguard fits.

Jun 10, 20268 min read
Open Source

universal-cookie: Package Review and Cookie Security Basics

A review of the universal cookie npm package: what it does in isomorphic apps, the advisory it inherited through its cookie dependency, and the cookie security flags that matter more than the library.

Jun 10, 20267 min read

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