The document introduces Giant Swarm, which addresses challenges of service discovery, scheduling, deployment, and operations for microservices and stateless web applications. It discusses motivations like polyglot persistence and independently deployable services. An example template demonstrates declaring services, their dependencies, and deployment configuration for automated and scalable operations on multiple servers.