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Articles

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Containers

Kubernetes Pod Security Context: A Practical Hardening Guide

The Kubernetes pod security context controls the privileges your containers run with. Here is how to configure it, and how it relates to the retired PodSecurityPolicy.

Jun 3, 20266 min read
AI Security

Shadow AI: Finding and Governing the Tools Your Employees Already Use

Most of your organization is already using AI you never approved. Here is how to discover it, govern it, and offer sanctioned alternatives before it becomes a breach.

Jun 3, 20267 min read
AppSec

Dynamic Application Security Testing Tools, Compared

Dynamic application security testing tools test running applications the way an attacker would, but they differ sharply on API coverage, auth handling, and CI integration — here's how to tell them apart.

Jun 3, 20264 min read
Buyer's Guides

Best SCA Tools in 2026: Software Composition Analysis Compared

An honest comparison of the best SCA tools in 2026 — Snyk, Endor Labs, Socket, Mend, Sonatype, JFrog, Trivy, and Safeguard — covering reachability analysis, malicious-package detection, SBOM/AIBOM, and remediation, with a clear best-for line for each.

Jun 3, 20268 min read
AppSec

Report Scanner: How Vulnerability Scan Reports Work

A report scanner turns raw scan output into something a team can act on — deduplicated, prioritized, and mapped to owners — which is where most scanning programs actually stall.

Jun 3, 20266 min read
Application Security

What is DAST? Dynamic Application Security Testing explained

DAST tests running applications like an attacker would. Learn how it works, how it differs from SAST, and where it falls short.

Jun 3, 20268 min read
Product

How Snyk's --project-tags and business-criticality flags ...

How Snyk CLI's --project-tags and --project-business-criticality flags attach business context to scans, and why that context can drift out of date.

Jun 3, 20267 min read
AI Security

What Are AI Bills of Materials (AIBOMs)

What is an AI Bill of Materials (AIBOM), why do SBOM tools like Sonatype fall short on AI components, and how do teams build one in 2025.

Jun 3, 20268 min read
Vulnerabilities

DOM-Based XSS: Finding and Fixing Client-Side Injection

DOM XSS never touches your server, so response scanners miss it. Here is how to trace sources to sinks in client code and shut the flaw down.

Jun 3, 20265 min read

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