Vulnerability Management
Dependabot Noise Reduction Techniques For 2026
Dependabot is useful when tuned and a productivity tax when not. Here are the noise reduction techniques that actually work in modern monorepos.
Mar 6, 20267 min read
Deep dives, practical guides, and incident analyses from engineers who build Safeguard. No fluff, no vendor FUD — just what you need to ship secure software.
Dependabot is useful when tuned and a productivity tax when not. Here are the noise reduction techniques that actually work in modern monorepos.
The EU Cyber Resilience Act requires vendors to ship secure-by-default products, provide SBOMs, and report exploited vulnerabilities within 24 hours. Here is a concrete compliance path.
Service-level objectives turn vulnerability management from heroics into a measurable program. Here is how to define SLOs that survive contact with reality.
GCP's Artifact Analysis API is the most direct way to get scan results into your triage tooling. Here is how to use it without drowning your team.
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.
A direct comparison of OpenVEX and CycloneDX VEX in 2026, covering spec differences, tooling support, and the operational tradeoffs that actually affect your choice.
Modern vulnerability management is shifting from periodic scanning to continuous, automated triage and remediation. Here's what that looks like in practice.
The Safeguard Research team ran reachability analysis across a large corpus of real codebases. This is what we learned about which CVEs actually matter.
Traditional SCA tools tell you what's in your software. Next-gen SCA tells you what matters. Here's how the category is evolving.
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