AI Agents Are Distributed Systems in Disguise: The Advanced Mathematics, Color Architecture, and Engineering of Production Agentic Systems Let’s skip the surface-level marketing hype. We’ve all seen basic terminal demos: an LLM receives a prompt, calls a search tool, executes a shell script, and someone tweets about "AGI". Then you attempt to deploy that architecture to handle real production workloads. Three hours in, your agent gets trapped in a 35-step infinite retry loop, hallucina...