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AI Security

AI Python Code Correctors: What They Catch and What They Miss

AI Python code correctors fix syntax and obvious bugs fast, but they miss the security and correctness issues that matter most. Here is where they help, where they fail, and how to use them safely.

Mar 18, 20266 min read
AI Security

Jailbreaking AI: How LLM Jailbreaks Work and How to Defend Against Them

Jailbreaking AI means getting a model to bypass its own safety guardrails. This guide explains how jailbreaks work conceptually, how they differ from prompt injection, and how to build layered defenses.

Mar 18, 20266 min read
Container Security

Container Runtime Comparison: A 2026 Buyer's Guide

A practical container runtime comparison for 2026 buyers: containerd, CRI-O, gVisor, Kata, and Youki measured against real production workloads.

Mar 18, 20265 min read
AI Security

AI-BOM and ML-BOM: The State of Standards in 2026

Where AI-BOM and ML-BOM specifications stand in 2026, which formats have real adoption, and what to capture today even if the standards are still in motion.

Mar 18, 20265 min read
Incident Analysis

Blue Yonder Termite Ransomware: SaaS Supply-Chain Outage in Retail

In November 2024 the Termite ransomware group hit Blue Yonder, taking workforce-management and logistics SaaS offline for Starbucks, Sainsbury's, and Morrisons. We unpack the SaaS supply-chain blast radius.

Mar 18, 20267 min read
Container Security

What is Kubernetes Pod Security

Pod Security Standards replaced PodSecurityPolicy in Kubernetes 1.25. Here's what Kubernetes pod security means and how to enforce it in production.

Mar 18, 20266 min read
Concepts

What Is a Security Champion?

A security champion is a developer who advocates for security inside their team, bridging engineering and the security function. Learn the role, how programs work, and why they scale culture.

Mar 18, 20266 min read
AI Security

GenAI Code Assistants and Package Hallucination: 2026 Update

LLM-suggested package names that do not exist are a registered attack vector in 2026. Here is where hallucination rates sit today and how to contain them.

Mar 18, 20267 min read
Vulnerability Analysis

Fortinet CVE-2024-21762 Deep Dive: Why SSL-VPN Keeps Producing Critical CVEs

The February 2024 FortiOS SSL-VPN remote code execution vulnerability continues a pattern of high-impact CVEs in edge appliances. A technical retrospective and structural analysis.

Mar 18, 20265 min read

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