The Java and Spring sample application demonstrates how to push SMS alerts on server exceptions using the Twilio REST API. The application handles all application exceptions globally, sending a custom message to a list of administrators via SMS when something goes unexpectedly wrong. The list of administrators is loaded from a JSON file using the Gson library. The application uses the Twilio REST client to send messages and includes features such as error logging and exception handling.