ActiveResource is an ORM for RESTful web services, providing an ActiveRecord-like interface for resource access. It has limitations such as the lack of ActiveRecord style validations and deserialization performance issues, but alternatives like HyperActiveResource can help. Real-world usage involves integrating with a Rails server application and testing with tools like HttpMock.