The Guestbook project is a demonstration of using CoreOS, Kubernetes, and Twilio to create a scalable and automated application. It utilizes CoreOS for container management, Kubernetes for orchestration, and Twilio for sending SMS updates when new messages are added to the guestbook. The application uses Redis as its database and implements a simple messaging system where users can add messages and receive notifications via SMS when their message is displayed on the website.