Author: Soumo Nandi

A GPU fleet averaging a healthy-looking 45% utilization can still be half maxed out and half sitting idle. The average doesn’t lie exactly, but it doesn’t tell you the one thing you need to know: which half is which. That

An operations agent needs more than a model and a tool list. It needs identity, scope, evidence, approval, audit, and a rollback path. Each one is really a form of trust. When people talk about AI agents in infrastructure, they