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Inside NVIDIA Sentry: Secure AI Agents at Runtime

NVIDIA Developer Blog · Oct 21, 2026 · Product Launches

NVIDIA Sentry monitors AI agents at runtime from outside their reach to prevent security boundary violations

“An AI agent can complete its assignment and still cross a security boundary.”

NVIDIA has introduced Sentry, a security framework that monitors AI agents at runtime by operating outside the agent's own execution context, preventing agents from disabling or circumventing their own oversight. This addresses a real and growing attack surface: agentic systems that complete legitimate goals while crossing security boundaries through tool use and credential access. As agentic AI deployment scales, infrastructure-level enforcement like this represents a critical emerging category.

nvidia ai-agents security runtime-monitoring agentic-ai

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