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Security Guides

Who should triage SAST findings: AppSec or developers?

A decision guide on who triages static analysis findings: a central security team, the developers who wrote the code, or a split model, with trade-offs.

Oct 18, 20263 min read
Security Guides

Who do you ask for a CVE ID? The order of contact explained

Researchers should ask the vendor first, then a vendor CNA, then a coordinator, and MITRE last. The order of contact and what to include in a request.

Oct 18, 20263 min read
Security Guides

Why an EPSS score changes overnight, and what it ignores

EPSS rescored daily with a fixed model, so jumps come from new signals, not retraining. Learn what moves a score and why fresh exploitation does not.

Oct 18, 20264 min read
Security Guides

Why autonomous remediation should ship turned off by default

Why automated fixing should start off, with every category on manual approval, and how to decide when each category has earned more autonomy.

Oct 18, 20263 min read
Security Guides

Why the CAN bus has no authentication, and what that means

Classic CAN has no built-in authentication or encryption, so any node on the bus can send any message. Here is why, and what teams add on top.

Oct 18, 20263 min read
Security Guides

Why CVSS 3.1 and 4.0 scores differ for the same flaw

CVSS 4.0 scores come from expert ranking of 270 equivalence sets, not the 3.1 formula. See why the same flaw can score differently and how to compare.

Oct 18, 20264 min read
Security Guides

Why most vulnerability findings never touch your code

Why a dependency scanner flags far more CVEs than can hurt you, and how reachability analysis separates vulnerable code you ship from code you call.

Oct 18, 20264 min read
Security Guides

Why NIST picked HQC as a backup to ML-KEM

NIST chose HQC in March 2025 as a backup to ML-KEM, built on different math. What that means for developers and why you should not wait for it.

Oct 18, 20263 min read
Security Guides

Why you should not use the AWS root user for daily work

The AWS root user has unrestricted access to the account. Here is what to use instead, how to lock the root user down, and how to watch for its use.

Oct 18, 20264 min read

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