Advanced Agent Patterns

Go beyond basic ReAct agents to explore sophisticated architectures used in production AI systems. This course covers Plan-and-Execute, Reflexion, LATS (Language Agent Tree Search), and custom orchestration patterns. You will learn how to rigorously evaluate agent performance using benchmark datasets and implement production hardening techniques including circuit breakers, fallback chains, observability instrumentation, and cost controls.