Don't Give Agents a Master Key: Building Task-Scoped Toolboxes for Enterprise AI
This article argues that enterprise AI agents should not receive unlimited system access but instead be equipped with narrowly scoped, task-specific toolboxes. It outlines four capability layers—reading facts, calling stable functions, generating suggestions, and executing defined actions—and six production gates to safely graduate agents from read-only to autonomous execution.
