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AI Security

Patch the Planet: What AI-Generated Fixes Actually Mean for Open-Source Maintainers

OpenAI's Patch the Planet, co-founded with Trail of Bits, wants to move widely-used open-source projects from findings to fixes. The ambition is right — but it shifts the bottleneck to maintainer review, patch provenance, and the trust of machine-authored code.

Jun 24, 20266 min read
Licensing

Open Source License Scanning: How It Actually Works

How open source license scanning identifies oss license obligations across a dependency tree, and what open source compliance management software actually automates versus flags for review.

Jun 24, 20265 min read
Supply Chain Security

Software Supply Chain Attack at Scale: npm, PyPI, and Docker Hub Hit in 48 Hours

GitGuardian documented three distinct supply-chain campaigns striking npm, PyPI, and Docker Hub inside a single 48-hour window in April 2026. The simultaneity tells you more about attacker tooling than any single payload does.

Jun 24, 20267 min read
AI Security

OpenAI's Daybreak: An Honest Assessment of Codex Security, GPT-5.5-Cyber, and the Find-Validate-Patch Loop

Daybreak is the most complete attempt yet to turn a frontier model into a vulnerability-finding-and-fixing system. We break down what it gets right, where the verification and economics still bite, and how it fits alongside a purpose-built engine.

Jun 24, 20267 min read
Security

Working With the Semgrep API: Pulling Findings and Automating Scans

The Semgrep API lets you list deployments, pull findings, and manage projects and tokens programmatically. Here is how authentication works and how to use it well.

Jun 24, 20265 min read
Security

PHP Code Checker Tools: How to Catch Bugs and Security Flaws in PHP

A PHP code checker can mean a syntax linter, a static analyzer like PHPStan, or a security taint scanner. Here is what each one catches and how to combine them.

Jun 24, 20266 min read
Container Security

Helm chart security scanning

Helm charts can render insecure RBAC, network policies, and default passwords even when the container image itself passes every vulnerability scan cleanly.

Jun 24, 20267 min read
Security

App Security Tools: A Practical Guide to Building Your AppSec Stack

The right app security tools do not overlap by accident — each one covers a layer the others cannot see, and the gaps between them are where breaches start.

Jun 24, 20266 min read
AI Security

What Is a Claude Code Skill, and How Do You Secure One?

A Claude Code skill is a folder of Markdown instructions and scripts that an AI agent loads on demand. Because it can carry executable code, it deserves the same review as any dependency.

Jun 24, 20267 min read

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