Agents in Data centers

NVIDIA runs agent teams on its own GPU clusters, starting read-only

NVIDIA says its AI Factory Operations Agent coordinates domain agents over MCP on DGX H100, B200 and GB300 production clusters, using local Nemotron models and read-only Kubernetes credentials. The framework is experimental open source.

Why it matters: Its lessons work as a checklist: one owner per agent, read-only investigation until engineers trust it, narrow tool definitions, and visible evidence before anyone acts.