TL;DR An AI agent should never authenticate to enterprise tools by borrowing a human password, copying a browser session, or carrying one broadly privileged user token through an entire workflow.

Continue ReadingHow to Give AI Agents Identity Without Sharing Human Credentials

TL;DR The NVIDIA GPU Operator automates the software stack required to make GPUs usable by Kubernetes workloads. It can deploy and manage NVIDIA drivers, the NVIDIA Container Toolkit, the Kubernetes

Continue ReadingHow to Install and Configure the NVIDIA GPU Operator on Kubernetes

TL;DR Use Model Context Protocol as the governed interface through which agents discover and invoke enterprise capabilities, but do not treat MCP as the complete controller for an autonomous agent

Continue ReadingMCP Is the Tool Plane, Not the Agent Controller: Enterprise Agent Control Plane Series, Part 1

TL;DR An AI agent is not production-ready because it can complete a demonstration. It is production-ready when the organization can prove who is acting, what state is retained, which tools

Continue ReadingHow to Take an AI Agent from Prototype to Production: A Production-Readiness Checklist

Moving from VCF 9.0 to VCF 9.0.1 looks small on paper. It is not a platform redesign, not a brownfield conversion, and not the same class of change as a

Continue ReadingVCF Upgrade Field Guide: Planning the Maintenance Move

TL;DR The essential AI agent repository list in 2026 is no longer just a collection of frameworks and tutorials. A credible engineering stack now includes protocol specifications, official SDKs, server

Continue Reading20 Essential GitHub Repositories for AI Agents, MCP, A2A, and Agent Security in 2026

TL;DR Local AI in 2026 is no longer limited to a command-line chatbot. A practical local stack can include model runtimes, desktop assistants, private document search, coding agents, visual orchestration,

Continue Reading20 Free Local AI Tools You Can Run on Windows, macOS, and Linux in 2026

TL;DR PowerCLI is now distributed through the VCF.PowerCLI package. The older VMware.PowerCLI package is deprecated, although many familiar cmdlets and underlying VMware.* modules remain in use. For a new installation,

Continue ReadingHow to Install and Update VCF PowerCLI 9.1 on Windows, macOS, and Linux