This lesson explores building sophisticated AI agents using Large Language Models (LLMs), emphasizing simple, composable workflow patterns over complex frameworks. It covers various patterns like prompt chaining, parallelization, routing, and orchestration, showcasing how frameworks like LangGraph simplify development and deployment.