AI

Governance as Code: Building the Knowledge Control Plane for Enterprise AI

Governance as Code: Building the Knowledge Control Plane for Enterprise AI

What if no single SaaS AI needed to understand your entire business? We explore Governance as Code, semantic projections, and local AI as the control plane for frontier reasoning.

Top 10 Open-Source AI Pentesting Tools & Agents in 2026

PenetrationTesting

Top 10 Open-Source AI Pentesting Tools & Agents in 2026

The Top 10 is only the beginning. Summer 2026 marks the shift from AI chat assistants to governed, evidence-driven offensive security infrastructure.

Knowledge Segmentation: Should One AI Provider Understand Your Entire Business?

Knowledge Segmentation: Should One AI Provider Understand Your Entire Business?

The biggest AI governance risk may not be a leaked prompt—it may be one provider gradually understanding your entire organization. That's the idea behind Knowledge Segmentation.

AI-Powered Penetration Testing Tools in 2026

PenetrationTesting

AI-Powered Penetration Testing Tools in 2026

AI pentesting tools matured fast: from chat assistants to Dockerized, tool-grounded pipelines with benchmarks and observability. This 2026 update ranks the most operational projects and shows what to run for pentesting, red teaming, and offline use.

Generative AI in Penetration Testing: Exploring Tools and Anonymization Challenges

PenetrationTesting

Generative AI in Penetration Testing: Exploring Tools and Anonymization Challenges

Generative AI is revolutionizing penetration testing with automation, scripting, and reporting. This research explores AI-driven pentesting tools and anonymization challenges.