It was created to be the docker compose for agents. 2 years ago, people, including ourselves, started to mix agentic loops and non agentic components in docker compose files. We created docker agent to make this more powerful.

At the end, the link with docker compose is just the yaml form. Which by the way can be replaced with hcl files or Go code.