Java 8 introduced new features like default methods, lambda expressions, and stream API. Default methods allow interfaces to provide implementation without breaking existing classes. Lambda expressions enable functional programming by allowing blocks of code to be treated as values. The stream API allows functional-style processing of data such as filtering, mapping, and reducing collections. Some limitations of streams include that they are not reusable, can have worse performance than loops, and are less familiar to procedural programmers.