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Articles

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Engineering

The Economics of Vulnerability Backlogs

A vulnerability backlog is an inventory problem with interest payments. Triage costs, carrying costs, and why fixing by EPSS beats fixing by CVSS on pure ROI.

Jun 4, 20267 min read
Application Security

OWASP Top 10 vulnerabilities explained

A breakdown of all 10 OWASP Top 10 categories with real CVEs (Log4Shell, Equifax, Heartbleed) mapped to each, and stats on which risks hit production most.

Jun 4, 20266 min read
Product

How the Snyk CLI handles proxy and air-gapped enterprise ...

How the Snyk CLI actually handles corporate proxies, TLS-inspecting firewalls, and air-gapped network claims — based on Snyk's own documented configuration surface.

Jun 4, 20267 min read
Application Security

Container Security for the Software Supply Chain

Container scanning means more than SCA: OS layers, secrets, and provenance matter too. See the gaps in SCA-first tools and how Safeguard closes them.

Jun 4, 20267 min read
DevSecOps

How the Snyk CLI's exit codes are structured for CI/CD fa...

A mechanical look at how the Snyk CLI's 0/1/2/3 exit codes work, how --severity-threshold and --fail-on change them, and how to branch on them correctly in CI/CD.

Jun 4, 20267 min read
AppSec

Code Vulnerability Scanning Tools: How to Choose the Right One

Code vulnerability scanning tools fall into distinct categories that see different risks. Knowing which does what is the difference between coverage and false confidence.

Jun 4, 20266 min read
Application Security

OWASP API Security Top 10 risks explained

The OWASP API Security Top 10 ranks BOLA, broken auth, SSRF, and 7 more API risks behind breaches like Optus and T-Mobile — explained with real incidents.

Jun 4, 20268 min read
AI Security

AI & LLM Governance for Software Development

Sonatype flags bad packages after the fact. Here's what AI governance for software development requires, and how Safeguard tracks models and output together.

Jun 4, 20268 min read
AppSec

OWASP Top 10 and XSS: Where Cross-Site Scripting Fits Now

In the OWASP Top 10, XSS is no longer its own category. As of the 2021 list it lives inside A03: Injection. Here is what changed, why, and how to defend against it.

Jun 4, 20265 min read

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