Rick is a junior DevOps engineer tasked with building a scalable web application. He has been struggling with using just Docker due to difficulties with networking and managing multiple Docker hosts. The document introduces CoreOS as a solution, which uses Docker, etcd, fleet, and flannel to deploy and manage containers across a cluster of machines. Using the CoreOS platform, Rick's application can be automatically distributed across the cluster and discover services through etcd.