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AI agent security: permissions, secrets, and control

A practical guide to AI agent security covering least-privilege access, secret and data protection, isolated environments, and approval for critical actions.

Minimal permissions

Do not connect every service upfront. Give the agent only the access required for a validated workflow.

Secrets and data

Keep tokens and keys separate from public instructions. Do not send regulated data to an unsuitable model or integration.

Approve critical actions

Payments, publishing, and irreversible changes should stay behind human approval. Automate preparation while keeping control of the final step.

Try it on your own workflow

Launch OpenClaw or Hermes in an isolated PawClaw.ai cloud environment.

Launch an AI agent