Insights
Field notes, engineering deep-dives, and thinking on how enterprises secure and govern the new autonomous workforce.
July 28, 2026 · Dr. Jack Berzizinski
A case study on the July 2026 Hugging Face autonomous-agent incident, defining defensive co-scaling and the semantic-observability approach behind it.