Vulnerability Management
In-depth guides and analysis on vulnerability management from the Safeguard engineering team.
100 articles
Vulnerability management for the modern engineering team
A vulnerability management program for engineering teams needs more than zero-CVE base images. Here's how Safeguard closes the gaps Chainguard leaves open.
Risk-Based Prioritisation Beyond CVSS
CVSS tells you severity. It does not tell you risk. Here is how reachability, exploitability, and AI context produce a prioritisation model that survives reality.
Tenable vs Qualys Vulnerability Management 2026
The two giants of vulnerability management have evolved past their network-scanner roots. A clear-eyed comparison of scan accuracy, exposure management, and cloud coverage in 2026.
Accepting The Unfixable: A Decision Framework
Some vulnerabilities cannot be fixed in any reasonable timeframe. Here is a structured framework for accepting risk responsibly with reachability and AI evidence.
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