AI Agent Risk Management

Risk management for agents requires more than policy documents. It needs technical controls at runtime.

Risk changes by task

A low-risk task may need only a narrow tool set, while a high-risk task may need approvals, logging, and tighter capability limits.

Prune before acting

Capability pruning supports risk management by reducing the active capability set before the agent executes.

Why the domain matters

CapabilityPruning.com gives this emerging topic a clear name for founders, open-source projects, cybersecurity vendors, and agent infrastructure teams building around AI agent permissions.

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