Author name: Richard Bilson

Intent-Based User Interfaces Using LLMs

The Kubex UI is a model of analytic depth and flexibility. You can break down your environment’s utilization, risks, and optimization potential in many ways. You can view more than 100 different properties for each container and many different graphs showing historical performance and identified trends. It’s an ideal environment for an expert to be able to drill down to understand …

Intent-Based User Interfaces Using LLMs Read More »

We Built an MCP Server

When I joined Kubex last year, the company was already well aware of the growing power of Large Language Models. As a company focused on intelligent resource optimization for Kubernetes, GPUs, and cloud infrastructure, generative AI didn’t feel like a threat so much as a natural extension of where the industry was heading. Kubex had …

We Built an MCP Server Read More »

Densify Releases New MCP Server to Bring AI-Driven Resource & GPU Optimization to Platform Teams

New integration brings real-time Kubernetes and GPU optimization insights into developers’ AI workflows As excitement builds for KubeCon North America 2025 in Atlanta, Densify has released its latest innovation for Kubernetes and AI-driven infrastructure resource management: the Densify Model Context Protocol (MCP) Server. This new capability enables organizations to securely integrate Densify’s Kubex resource optimization intelligence directly into popular LLM-powered …

Densify Releases New MCP Server to Bring AI-Driven Resource & GPU Optimization to Platform Teams Read More »