Decorators in Python allow functions and methods to be modified by wrapping them in another callable object. Decorators provide a lightweight way to add reusable behavior to code. However, decorators can make functions difficult to test and introduce tight coupling. Alternatives like inheritance and mixins may provide a cleaner approach in some cases.