Artificial Intelligence
In the race to build powerful AI systems, are we focused on the wrong thing? New research suggests success lies not in agent skill alone, but in the architecture of their prompts and collaboration. This piece explores how to think less like a trainer and more like a system architect.
Model Context Protocol
Recently I have been looking at how to deploy multiple model context protocol (MCP) servers in a Kubernetes environment such that agents can discover and use them dynamically as they are deployed. This led me to a project that was originally called MCP Proxy which in months of its inception
Artificial Intelligence
Large Language Models (LLMs) are rapidly changing how we interact with technology. From answering our questions to drafting emails, their capabilities are impressive. But as we push them to do more complex tasks – to act as "agents" that can reason, plan, and interact with the digital or even