Cake is a cross-platform build automation system with a C# DSL designed for tasks like code compilation, file management, and testing. Its main philosophies focus on being non-intrusive, highly configurable, and ensuring consistent behavior across different environments. The document outlines typical build workflows and provides various resources for further learning about Cake.