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The Agent Permission Problem: Why AI Needs Its Own Identity Lifecycle

AI agents are moving from answering questions to calling APIs, accessing data and changing systems. The next engineering challenge is not just model safety—it is giving every agent a distinct identity, scoped authority, short-lived credentials and auditable actions.

System API

2 hours ago

AI-ML 9 min read

Tag: #AI-Agent

The AI Agent Is Not the Product: Why Agentic Systems Need an Engineering Control Plane

AI agents can reason, use tools, and take actions, but production systems need much more than an intelligent model. Explore the engineering control plane required for identity, policy, observability, memory, evaluation, approvals, and safe autonomous execution.

System API

1 weeks ago