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AI/ML
Jan 19, 2026
18 min read
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.
AI/ML
Jan 11, 2026
19 min read
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.