The Spring Framework is a leading open-source application development framework for enterprise Java, focused on creating high-performing, easily testable, and reusable code primarily through POJOs. It includes features like dependency injection and aspect-oriented programming, which enhance module decoupling and ease of testing. The architecture comprises several layers such as core, data access/integration, and web, facilitating the development of various Java applications while promoting good programming practices.