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AI Security

Container Security Scanning Tools: How to Choose in 2026

Container security scanning tools find vulnerabilities in your images, layers, and dependencies before they reach production. Here is how the categories compare and what to look for.

Mar 24, 20266 min read
Security

What Is a Secure Development Model? A Practical Guide

A secure development model bakes security into every phase of building software instead of bolting it on at the end. Here is how the model works and how to adopt one without slowing delivery.

Mar 24, 20266 min read
AI Security

AI Explainability: Why It Matters for Security and Trust

AI explainability is the ability to understand why a model produced a given output. In security, it is the difference between an alert you can act on and one you cannot.

Mar 24, 20267 min read
Incident Analysis

MSI Graphics Driver Supply Chain Breach 2023: Lessons

The MSI breach exposed Intel BootGuard private keys and OEM signing infrastructure. A look at firmware-level supply chain risk and the gaps that remain.

Mar 24, 20265 min read
Comparisons

Checkmarx CxSAST: What It Actually Does

Checkmarx CxSAST is one of the longest-running static analysis engines in the enterprise appsec market. Here's what it actually scans, how it's typically deployed, and where teams run into friction.

Mar 24, 20265 min read
DevSecOps

Zero Trust for CI/CD Pipelines: A Concrete Blueprint

CI/CD runners are a top attacker target. Here's a concrete zero-trust blueprint using OIDC federation, pinned action SHAs, and short-lived identities.

Mar 24, 20268 min read
Vulnerability Analysis

What is Prototype Pollution

Prototype pollution lets attackers corrupt Object.prototype via unsafe merges, turning a data bug in lodash, jQuery, or minimist into RCE.

Mar 24, 20266 min read
Best Practices

How to Secure AI Agents on the MCP Protocol

MCP gives AI agents real tools, real credentials, and real blast radius. Here is a hardening guide for running MCP servers in production without torching your environment.

Mar 24, 20267 min read
AI Security

Guardrails for Autonomous Code-Fixing Agents

AI agents can now open pull requests that patch vulnerabilities on their own. Without guardrails — scoped permissions, test gates, human merge approval — they can also break builds and introduce new flaws at machine speed.

Mar 24, 20266 min read

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