Blog
All posts on cybersecurity, machine learning, and AI-driven defense
Posts
Agent Skills for Defensive Automation: Technical Analysis and Counterpoints
A SOC focused analysis of Agent Skills (Codex, Claude, and the open standard) with practical examples and risk controls.
The State of ML for SOC-Grade Network Anomaly Detection (2022–2026)
What works, what fails, and what’s hype: Transformers, interaction graphs, encrypted traffic, drift, base-rate constraints, and adversarial pressure.