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Security Guides

How do you find which device models ship a vulnerable library?

Search per image SBOMs for the component and version range, then map matching images to device models. Here is the routine, the data needed and its limits.

Oct 19, 20263 min read
Security Guides

Which developer journeys should a security paved road cover first?

Start with the journeys developers repeat most: new service, add a dependency, change code, deploy and respond to an alert. How to pick and order them.

Oct 19, 20264 min read
Security Guides

Which dependency vulnerabilities matter most in a student records app?

Rank findings by where the vulnerable code sits: input parsing, authentication, exports, and logging come first. A triage guide for edtech teams.

Oct 19, 20263 min read
Security Guides

Which dependency requests can be auto-approved, and which need a human?

Auto-approve a new dependency version only when named signals are clean. Here are the rules that separate a safe auto-approval from a request for review.

Oct 19, 20264 min read
Security Guides

Which dependency drift is a security risk and which is noise?

Not every version difference between environments matters. Rank drift by advisories, exposure, and reachability so the team fixes the risky gaps first.

Oct 19, 20263 min read
Security Guides

Which CWE IDs match the web flaws scanners report most often?

A lookup table of CWE IDs for XSS, SQL injection, command injection, deserialization, CSRF, session and login flaws, plus how to use them in triage.

Oct 19, 20264 min read
Security Guides

Which CVSS version is my scanner showing: 3.0, 3.1 or 4.0?

The first characters of a CVSS vector name its version. Learn to tell 3.0, 3.1 and 4.0 apart, why one flaw can carry several, and which to trust in a scan.

Oct 19, 20264 min read
Security Guides

Which customers should you notify first after a component advisory?

Notify customers in tiers: those running affected versions in exposed deployments first, then other affected users, then everyone else with a short status.

Oct 19, 20263 min read
Security Guides

Which container images should a retention policy never delete?

A retention policy should never delete images that are running, are rollback targets, are the released versions you support, or back audit evidence.

Oct 19, 20264 min read

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