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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
AI Security

Securing AI coding assistants (Claude Code, Copilot, etc.)

AI coding assistants like Claude Code and Copilot introduce new supply chain risks. Here's what's actually going wrong and how to secure your pipeline.

Jun 24, 20267 min read
AI Security

Prompt Injection Examples: Attacks Seen in the Wild

From hidden text in resumes to poisoned web pages that hijack AI browsing agents, prompt injection has moved from research demos to real incidents. Here are the patterns and what actually blunts them.

Jun 24, 20266 min read
Concepts

What Is the NVD (National Vulnerability Database)?

The NVD is the U.S. government's enrichment layer on top of the CVE List, adding CVSS scores, CWE classifications, and affected-configuration data. Here is how it works and where it falls short.

Jun 24, 20266 min read

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