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Security

Trivy Action: How to Use It in CI Without Getting Burned

The Trivy Action runs Aqua Security's scanner inside GitHub Actions. Here is how to wire it up, and why aquasecurity/trivy-action@master is the wrong way to pin it.

Apr 24, 20265 min read
Open Source

Puppeteer on npm: A Security Review and Safe Usage Guide

puppeteer npm installs a library that drives a real headless Chrome. That power brings real risks — install scripts, SSRF, and a browser-sized attack surface. Here is how to use it safely.

Apr 24, 20267 min read
Open Source

tough-cookie npm: Security Review and Safe Usage

A security review of the tough-cookie npm package, including the CVE-2023-26136 prototype pollution flaw, the version that fixes it, and how to use it safely.

Apr 24, 20265 min read
AI Security

AI Trust Report: developer sentiment on AI-generated code

Safeguard's 2026 AI Trust Report surveyed 1,412 developers and finds 91% use AI coding tools weekly, but only 34% trust the code it produces.

Apr 24, 20268 min read
Frameworks

SLSA v1.1 Build Track: What Approved Means for Adopters

SLSA v1.1 was approved in April 2025 with the Build track stabilized. We dig into the spec changes, what L2 and L3 verifiers must reject, and how producers should re-evaluate provenance.

Apr 24, 20267 min read
Vulnerability Management

Risk-based vulnerability management explained

Why CVSS severity alone fails to prioritize vulnerabilities, how Trivy's default scoring falls short, and how EPSS, CISA KEV, and reachability data cut remediation backlogs by 95%+.

Apr 24, 20268 min read
AI Security

OpenSSF Model Signing v1.0: Sigstore for ML

OpenSSF launched Model Signing v1.0 in April 2025 with Sigstore integration. NVIDIA NGC adopted it the same month. We explain what it signs, how to verify, and where the gaps are.

Apr 24, 20267 min read
Open Source Security

5 risks of open source software in 2026

Open source now makes up most enterprise code. Here are 5 risks defining open source software security in 2026 — and how to close the exploitability gap.

Apr 24, 20267 min read
Incident Analysis

Hitachi Vantara Akira Ransomware: When the Recovery Vendor Goes Down

Akira ransomware forced Hitachi Vantara to take its own servers offline on April 26, 2025. We trace the attack pattern and the implications when an enterprise data-recovery provider becomes the incident.

Apr 24, 20267 min read

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