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New CUSTODY Framework Constrains AI Agents Inside the Network

August 20, 2026 · Dark Reading · Severity: MEDIUM

Enterprise cybersecurity expert Jake Williams released a new agentic AI framework called CUSTODY that constrains AI agents within the network. The framework was developed in response to the OpenAI attacks on Hugging Face and the growing need for AI agent security controls. CUSTODY provides a structured approach to limiting what AI agents can access and do within enterprise networks. The framework aims to prevent AI agents from being used as attack vectors while still enabling their beneficial use.

Key Takeaways

  • Jake Williams released the CUSTODY framework to constrain AI agents within enterprise networks.
  • The framework addresses security risks highlighted by the OpenAI attacks on Hugging Face.
  • CUSTODY provides structured controls for limiting AI agent access and actions in networks.
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