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Vulnerability Analysis

Log4Shell (CVE-2021-44228) and the supply chain lessons o...

A Log4Shell CVE-2021-44228 analysis covering the JNDI lookup flaw, CVSS 10.0 severity, KEV status, patch timeline, remediation steps, and the transitive dependency lessons it taught.

Jan 22, 20268 min read
Industry Analysis

Agent Security Buyer's Guide Overview

As AI agents gain production write-access across the enterprise, security teams need a rigorous buyer's guide to separate real agent security platforms from repackaged AppSec dashboards.

Jan 22, 20267 min read
Vulnerability Analysis

Spring4Shell (CVE-2022-22965): root cause and remote code...

Spring4Shell (CVE-2022-22965) let attackers manipulate Java class loaders via Spring data binding to achieve RCE on Tomcat-deployed apps. Root cause, timeline, and fixes.

Jan 22, 20269 min read
AI Security

Adversarial Resistance: Griffin AI vs Mythos

Griffin AI reports 98-100% hold rate against adversarial probes. Most Mythos-class tools have never published an adversarial number at all.

Jan 21, 20267 min read
Standards

ISA-TR62443-2-2-2025: Security Protection Schemes for IACS

The ISA released TR62443-2-2-2025 in December 2025, giving industrial operators actionable guidance for designing and validating a Security Protection Scheme. Here is what changed in OT defender practice.

Jan 21, 20267 min read
Cloud Security

OpenShift Pipelines with Sigstore: A Production Integration Guide

OpenShift Pipelines (Tekton) plus Sigstore gives you keyless signing inside a regulated cluster. The integration patterns are subtle. We map the ones that survive audit.

Jan 21, 20267 min read
AI Security

MCP vs Skills vs Hooks vs Rules Explained

MCP, Skills, hooks, and rules extend AI coding agents in very different ways — two execute code, two only steer behavior. Here's how each one breaks.

Jan 21, 20268 min read
Open Source Security

Auditing Spring Boot dependencies with OWASP Dependency-C...

A step-by-step spring boot dependency audit using OWASP Dependency-Check and Snyk, from Maven setup to CI automation and finding reconciliation.

Jan 21, 20267 min read
Compliance

CISA Secure by Design Pledge: Practical Impact

An engineer's assessment of what the CISA Secure by Design Pledge actually changed inside product teams, what it did not, and where the 2026 expectations are landing.

Jan 21, 20267 min read
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