PayPal utilizes a large-scale Docker platform with thousands of OpenStack servers supporting over 3,000 developers and handling 165 million active customer accounts. Efficient management of application deployments is challenged by VM sprawl, low resource utilization, and diverse application requirements. Solutions include using a highly available Docker registry, custom deployment features, and enhancements to Dockerized development environments.