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AI agents operate autonomously at machine speed with root-level access, breaking traditional security models designed for human operators. The 3Cs framework addresses this: Contain (isolate execution to limit blast radius), Curate (define the agent's environment and available tools), and Control (enforce runtime boundaries without manual approval). This shifts security from reactive alerts to structural enforcement at the execution layer, enabling autonomous agents without overwhelming developers with approval requests or consent fatigue.

The 3Cs: A Framework for AI Agent Security

AI Governance and the Execution Layer: The Three Cs Framework