The Cake pattern is a dependency injection pattern for Scala that uses traits to define components and their dependencies. It allows defining components and their implementations separately. An object extends the necessary component traits to resolve dependencies and provides the application object graph. The graph is constructed at compile time, ensuring type safety. However, the pattern results in boilerplate code and does not provide strong lifecycle management for the components.