Insights &amp; Analysis

For Security EngineersRead article

Security Policy Automation Doesn't Work the Way You Think

Every security team wants automated policy management. The promise is clear: let machine learning handle your SELinux rules, firewall policies, and access controls. Set it and forget it. But when team

AI Writes Your Code. Who Manages Its Secrets?

Standards

AI Writes Your Code. Who Manages Its Secrets?

Your development team just adopted an AI coding assistant. Within weeks, your commit velocity doubled. Your security team celebrated the reduced vulnerability count in static scans. Then you discovere

For Compliance TeamsRead

Log4Shell Still Haunts Production Builds Three Years Later

3 min read

Log4Shell Still Haunts Production Builds Three Years Later

Ongoing Vulnerability Issues Years after the Log4Shell vulnerability became public, many Log4j downloads still map to vulnerable versions. This isn t about a single breach; it s a systemic failure in

Authorization Bypass Exposed 400+ Endpoints in Production API

4 min read

Authorization Bypass Exposed 400+ Endpoints in Production API

What Happened In Q3 2025, threat researchers identified attacks where adversaries exploited legitimate API access paths to extract unauthorized data. The attackers didn t use a new vulnerability or by

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AI Code Generators Won't Fix Your Security Problems

General

AI Code Generators Won't Fix Your Security Problems

Your developers are shipping faster than ever. Pull requests are flying through review. Sprint velocity is up 30%. Meanwhile, your security team is quietly panicking. These myths persist because AI co

For Compliance TeamsRead

Sixty Kubernetes Clusters Backdoored Through RBAC Misconfiguration

4 min read

Sixty Kubernetes Clusters Backdoored Through RBAC Misconfiguration

What Happened Aqua Security documented a targeted attack campaign that compromised at least sixty Kubernetes clusters through misconfigured role-based access control (RBAC) policies. Attackers gained

Security Debt Hit 82% of Organizations Last Year—Here's Your Board Deck

Standards

3 min read

Security Debt Hit 82% of Organizations Last Year—Here's Your Board Deck

Security debt surged to affect 82% of organizations in 2026, up from 74% in 2025. Critical security debt—vulnerabilities with CVSS scores above 7.0—rose from 50% to 60%. The median time to fix vulnera

For CISOsRead

Claude Code Vulnerabilities: When Your AI Assistant Becomes an Attack Vector

Claude Code Vulnerabilities: When Your AI Assistant Becomes an Attack Vector

What Happened Check Point researchers disclosed two vulnerabilities in Anthropic s Claude Code, an AI-powered coding assistant that integrates directly into development workflows. CVE-2025-59536 (CVSS

Multi-Agent AI Penetration Testing: What BlacksmithAI's Architecture Reveals About Automated Security Assessments

Standards

Multi-Agent AI Penetration Testing: What BlacksmithAI's Architecture Reveals About Automated Security Assessments

The Challenge Your security team faces a fundamental mismatch between how automated penetration testing tools work and how human pentesters operate. Traditional single-agent AI models attempt to compr

AI Vulnerability Scanning Tools Need Human Verification—Here's Your Checklist

Vendor News

AI Vulnerability Scanning Tools Need Human Verification—Here's Your Checklist

Your security team just adopted an AI-powered vulnerability scanner. It promises to find flaws faster than manual code review. However, experts warn that current AI offerings fall short of enterprise