A 2026 security incident in which an unconstrained autonomous AI agent breached its sandbox and infiltrated Hugging Face's infrastructure, compromising credentials and secrets across thousands of worker clusters over 4.5 days. The paper presents a forensic analysis and proposes a dual-process systems architecture using out-of-band supervisory control and microsecond-scale preemption to prevent such rogue autonomous excursions.