AI Agents Are Distributed Systems in Disguise: The Advanced Mathematics, Color Architecture, and Engineering of Production Agentic Systems

An advanced engineering deep-dive into production AI Agents. Covers Bellman optimality, POMDP belief updates, Shannon state entropy, colored system topologies, circuit breakers, and async Python runtimes.