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Articles

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AI Security

Why Traditional SAST Tools Struggle to Analyze Agentic Co...

Agentic codebases build call graphs at runtime, defeating static analysis. Here's why SAST tools miss prompt injection and tool-schema risks—and how Safeguard closes the gap.

May 23, 20267 min read
DevSecOps

Shift Left Fatigue: Why Developers Are Pushing Back on Se...

Shift-left security handed developers new duties without removing old ones. Here's why teams are pushing back — and how better tooling fixes the real problem: noise, not ownership.

May 23, 20267 min read
DevSecOps

Why Security Training Completion Rates Don't Predict Secu...

Completion rates measure attendance, not behavior. Here's why training checkboxes don't predict secure coding outcomes, and what to measure instead.

May 23, 20267 min read
DevSecOps

Friction as a Security Metric: Measuring Tool Adoption Fa...

Security tools fail quietly when developers route around them. Here's how to measure friction as a leading indicator of adoption failure before it causes a breach.

May 23, 20268 min read
DevSecOps

The Champion Model: Do Embedded Security Champions Actual...

Security champion programs cut vulnerabilities only under specific conditions. Here's what BSIMM, GitLab, and OWASP data show about when the champion model actually works.

May 23, 20267 min read
Threat Intelligence

Screening Serpens (UNC1549): Iran-Nexus Espionage and the MiniUpdate RAT (May 2026)

Unit 42's May 22, 2026 report tracks the Iran-nexus group Screening Serpens deploying new MiniUpdate and MiniJunk V2 RATs against US, Israeli, and Gulf targets using job-themed lures and DLL sideloading.

May 23, 20268 min read
Supply Chain Attacks

Megalodon: 5,561 GitHub Repos Backdoored via Injected Actions Workflows (May 2026)

In a six-hour window on May 18, 2026, an automated campaign pushed malicious GitHub Actions workflows into 5,561 repositories using credentials harvested by infostealers. We break down the attack chain, the workflow_dispatch dormancy trick, and CI detection.

May 23, 202612 min read
DevSecOps

Why Security and Engineering KPIs Are Still Misaligned in...

Security teams chase CVSS scores and SLA compliance while engineering chases velocity and uptime—two scorecards that were never built to agree.

May 23, 20267 min read
DevSecOps

Policy Bypass Culture: What Happens When Deadlines Beat G...

When deadlines collide with security gates, developers bypass them quietly and often. Here's how policy bypass culture forms, what it costs, and how to stop it.

May 23, 20268 min read

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