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Supply Chain Security, in plain English.

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AI Security

What Is an AI Factory, and How Do You Secure One?

An AI factory is the industrialized pipeline that turns data and compute into deployed models at scale. Treating it like a factory means securing every stage, not just the model.

Apr 22, 20266 min read
Vulnerabilities

PHP 7.4.33 Vulnerabilities: The Real Risk of Running EOL PHP

PHP 7.4.33 was the final release in the 7.4 line before it reached end of life — running it today means every new vulnerability discovered afterward goes unpatched by design.

Apr 22, 20264 min read
AI Security

How to Mitigate Supply Chain Attacks: A Practical Playbook

To mitigate supply chain attacks, you secure everything you did not write: dependencies, build systems, and the pipeline that ships your code. Here is how.

Apr 22, 20266 min read
AI Security

AI in Network Security: Where It Actually Helps Today

AI in network security earns its keep in anomaly detection and alert triage today, not in autonomous response — here's the honest split between what's proven and what's still marketing.

Apr 22, 20265 min read
AI Security

Container Security and Gartner: Reading the CNAPP Market Guide

When people search for container security Gartner coverage, they usually mean the CNAPP Market Guide. Here is what Gartner's framing says about securing containers.

Apr 22, 20265 min read
Application Security

Bringing developer-first application security to C/C++

C/C++ still powers critical infrastructure but lags in AppSec tooling. Safeguard brings SBOM, reachability, and auto-fix to native code security.

Apr 22, 20266 min read
DevSecOps

Zarf Air-Gap Deployment: A 2026 Walkthrough

How Zarf 0.45 packages and deploys Kubernetes workloads into disconnected environments, where the design works well, and the operational realities to plan for.

Apr 22, 20266 min read
AI Security

What Is AI Jailbreaking? A Defender's Security Guide

To jailbreak AI means to bypass a model's safety guardrails with crafted prompts. Here is how the technique works and, more usefully, how to defend against it.

Apr 22, 20267 min read
Containers

Kubernetes securityContext: fsGroup and the Fields People Skip

A field-by-field walkthrough of Kubernetes securityContext — fsGroup, runAsNonRoot, and the settings teams leave at their insecure defaults.

Apr 22, 20265 min read

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