Docker Compose simplifies the management of multi-container applications by allowing users to store and manage configurations in YAML format. Initially created as a separate project called Fig, it was acquired by Docker and has since become an integral part of the Docker toolset. The document also provides a brief overview of using Docker Compose commands and links to various demo stacks and additional resources.