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On AI agent security, adversarial testing, and the compliance landscape.

From Genetic Algorithms to AI Research: How Evolutionary Testing Finds What Static Scans Miss
Engineering2026-03-2210 min read

From Genetic Algorithms to AI Research: How Evolutionary Testing Finds What Static Scans Miss

A technical deep dive into how evolutionary adversarial testing uses population dynamics, fitness scoring, and intelligent mutation to discover AI agent vulnerabilities that one-shot scanners cannot reach.

NIST AI RMF and Automated Testing: Mapping Framework Requirements to Continuous Assessment
Compliance2026-03-229 min read

NIST AI RMF and Automated Testing: Mapping Framework Requirements to Continuous Assessment

The NIST AI Risk Management Framework provides structure. Automated adversarial testing provides evidence. Here's how to map NIST AI RMF functions to continuous AI agent assessment.

AI Agent Red-Teaming Tools Compared: What to Look For
Security2026-03-219 min read

AI Agent Red-Teaming Tools Compared: What to Look For

Not all AI security testing is equal. We break down the four major approaches to AI agent red-teaming and provide a framework for evaluating which one fits your security requirements.

How LLM-Guided Mutation Changes AI Red-Teaming
Research2026-03-218 min read

How LLM-Guided Mutation Changes AI Red-Teaming

Random mutations find random bugs. LLM-guided mutations find the bugs that matter. Here's how a Research Director transforms evolutionary red-teaming from brute force into intelligent adversarial research.

Why One-Shot AI Vulnerability Scanners Aren't Enough
Security2026-03-147 min read

Why One-Shot AI Vulnerability Scanners Aren't Enough

Single-prompt testing catches the obvious. Multi-turn adversarial research catches what actually breaks in production. Here's why continuous testing is the new standard.

The OWASP Agentic AI Top 10: What Enterprise Security Teams Need to Know
Compliance2026-03-109 min read

The OWASP Agentic AI Top 10: What Enterprise Security Teams Need to Know

OWASP's new Agentic AI Top 10 addresses risks unique to autonomous AI agents. We break down every category and what it means for your security posture.

AI Agent Testing for EU AI Act Compliance: A Practical Guide
Compliance2026-03-078 min read

AI Agent Testing for EU AI Act Compliance: A Practical Guide

The EU AI Act's high-risk requirements become enforceable in August 2026. Here's what enterprise compliance teams need to know about systematic AI agent testing.