Quick intro to Docker, Kubernetes and latest network tech

When you type a complex request into a modern AI system, it doesn’t just generate text—it orchestrates a symphony of specialized tools, protocols, and APIs to get the job done. To understand how Large Language Models (LLMs), Agents, the A2A Protocol, and MCP Servers work together, we will follow a single, practical use case from start to finish. Overview The diagram below maps out the exact lifecycle of a user request as it traverses the different layers of a modern autonomou