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Industry Analysis

The End of CVSS-Only Prioritization

A single static severity score cannot tell you which vulnerability to fix first. Modern prioritization is a function of reachability, exploitability, and business context — and CVSS is only one input.

Feb 12, 20268 min read
Application Security

Reachability Analysis in 2025: Separating Exploitable Vulnerabilities from Noise

Reachability analysis determines whether a vulnerable function is actually called by your application. The technology has matured from research concept to production tool. Here is how it works and where it falls short.

Jul 28, 20258 min read
Vulnerability Management

A Framework for Security Patch Prioritization

You cannot patch everything immediately. Here is a risk-based framework for deciding which patches to apply first when your vulnerability backlog exceeds your capacity.

Aug 28, 20247 min read
Best Practices

Vulnerability Management at Enterprise Scale: What Actually Works

Managing vulnerabilities across thousands of applications and millions of dependencies requires fundamentally different approaches than what works for a single team. Here is what scales.

Jun 20, 20247 min read
Compliance & Regulations

CISA Known Exploited Vulnerabilities Catalog Launched

CISA's KEV catalog changes vulnerability management from theoretical risk to confirmed exploitation. Here's what it means and how to use it for prioritization.

Dec 20, 20215 min read
Vulnerability Analysis

Vulnerability Prioritization: Beyond CVSS Scores

CVSS scores alone lead to alert fatigue and misallocated resources. Here's how EPSS, reachability analysis, and exploit intelligence create a smarter prioritization model.

Nov 1, 20216 min read

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