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Articles

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AI Security

MCP-Led Automation: Securing Model Context Protocol Workflows

MCP-led agent workflows hand real tools to a language model. That power is also the attack surface. Here is how tool poisoning works and how to defend against it.

May 19, 20267 min read
Comparisons

Snyk Open Source vs Safeguard SCA

Two developer-first SCA tools, one honest comparison: vulnerability data, fix automation, noise levels, pricing models, and where each one actually fits.

May 19, 20265 min read
AppSec

RASP vs. SAST vs. DAST vs. IAST: How They Differ

SAST vs DAST vs IAST vs RASP comes down to when each technique looks at your application — source code, a running test instance, instrumented runtime tests, or production traffic — and picking the wrong stage leaves real gaps.

May 19, 20267 min read
Buyer's Guides

Endor Labs vs Safeguard: Reachability-Based SCA Compared

How Endor Labs and Safeguard both use reachability analysis to cut SCA noise, and where their scope and approach to supply chain security diverge.

May 19, 20268 min read
Supply Chain

Axios npm Vulnerabilities: The Full CVE History and Patch Guide

Every notable axios npm vulnerability, from the 2019 DoS to the 2025 SSRF, with the fixed versions and a patch path that also catches the transitive ones.

May 19, 20266 min read
DevSecOps

False Positives vs False Negatives in Security Scanning

False positives in cyber security waste your team's time; false negatives get you breached. Here is how to think about the trade-off and tune for it deliberately.

May 19, 20267 min read
AppSec

Application Security Architecture: Design Patterns That Hold Up

Good application security architecture is a small set of repeatable patterns — trust boundaries, defense in depth, least privilege — applied consistently, not a document nobody reads.

May 19, 20266 min read
Security

Hacking Websites: How Attacks Work and How to Defend Against Them

A defender's overview of how websites get compromised, the common attack classes behind real breaches, and the controls that stop them before they start.

May 19, 20266 min read
DevSecOps

Top 8 DevSecOps best practices

Log4Shell and the xz backdoor show why DevSecOps matters. Eight concrete practices — from reachability triage to auto-fix PRs — teams can implement now.

May 19, 20267 min read

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