How are you designing AI agent access control for tools, APIs and sensitive data?

Reddit r/AI_Agents Tools

Summary

The article discusses the challenges and approaches to designing access control for AI agents, focusing on task-based permissions and automated governance.

building out access control for internal agents that call various apis and touch customer data depending on the task, and the binary allow/deny model built for human roles doesn't fit. what's different for agents: access needs vary by task instead of by fixed role every agent should start with minimum access and earn more only for the task in front of it sub-agents and short-lived workloads need to be governed and revoked at machine speed, not on a human review cycle are you handling this scoping at the agent level or the individual tool call level?
Original Article

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