Stable Agentic Control: Tool-Mediated LLM Architecture for Autonomous Cyber Defense. - Kerri Prinos; Lilianne Brush; Cameron Denton; Zhanqi Wang; Joshua Knox; Snehal Antani; Anton Foltz; Amy Villaseñor (CoRR, 2026)