AI-Driven Defense • Security Operations • Detection Engineering
Exploring the convergence of cybersecurity, machine learning, and AI. Practical blue team tactics, detection engineering, and data-driven security research.
Recent posts on detection engineering, security operations, machine learning, and AI-driven defense
A SOC focused analysis of Agent Skills (Codex, Claude, and the open standard) with practical examples and risk controls.
What works, what fails, and what’s hype: Transformers, interaction graphs, encrypted traffic, drift, base-rate constraints, and adversarial pressure.