How to Take an AI Agent from Prototype to Production: A Production-Readiness Checklist
Use cost per successful task as the primary engineering metric. A smaller model is not cheaper…
VCF 9.1 for AI Workloads: The Decisions Infrastructure Teams Need to Make Before the First GPU Cluster
A GPU-ready VCF design changes the daily operating model. VCF Private AI Services documentation and announcements…
Building a VCF 9.1 Upgrade Runbook: Testing, Fallback, and Readiness Gates
Scenario The important decision is not whether the team wants to continue. It should control the…
Human-in-the-Loop Is Not a Button: Designing Approval Paths for AI Agents That Can Actually Act
If approval happens too early, the human may approve a general plan before the actual tool…
Designing Private Cloud SLOs in VCF Operations: Fleet Observability Without Dashboard Sprawl
The first step in modernizing VCF Operations dashboards is changing the entry point from tools to…
The VCF Upgrade Readiness Review: Decisions Before You Open the Planner
VCF 9.1 is not just a component version bump. Broadcom’s VCF 9.1 guidance calls out management-plane…
Patching vCenter Through VAMI Without Turning It Into a Recovery Event
service-control –status –all There are also specific VCF scenarios where Broadcom guidance explicitly tells customers to…