Kim Maida explains how token exchange can associate an agent action with both the agent and the user it serves. Her expense-desk demonstration uses short-lived credentials, scoped permissionsLeast privilege gives a person or automated system only the access required for its current authorised work. and an audit trail instead of relying on a shared API key.
The demonstration distinguishes an agent acting on its own behalf from a user delegating limited access. An example approval policy allows smaller expenses to proceed while requiring a human reviewerHuman-in-the-loop AI keeps a person involved in reviewing, correcting, approving, or guiding an AI system's work. for larger ones.
Mason Egger demonstrates a durable execution workflowWorkflow automation uses software or AI to complete a connected sequence of routine steps with less manual effort. that resumes after a worker is stopped. He explains how the integration keeps credential material out of the execution history and discusses encryption for other workflow data.
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