Brandon Mueller discusses the principles of designing meaningful REST APIs, emphasizing the importance of nouns (resources) and verbs (HTTP methods) in crafting CRUD functionalities. He introduces the concept of commands in APIs to extend functionality beyond simple CRUD operations and highlights patterns like CQRS and Domain-Driven Design to improve system design. The document provides practical advice on structuring APIs, handling responses, and integrating business logic effectively.