Running Apps in Docker, Part 4: Deploy Different App Versions with Docker Compose Tom explains that most multi-tiered apps are dynamic and deployed in multiple locations so their components also will ...

Again, these are instructions for simple deployments and apps. If you’re dealing with more complex deployments, you may need to use Docker Compose or Kubernetes instead.

“Expanding Docker Compose to give developers the same familiar, simple experience for AI deployments as they have for traditional apps is exactly what we need.

Both docker run and docker compose can be used to run a Docker container. That is how these two Docker constructs are similar. But that’s where the similarities end.

The UCP is a new paid service in Docker’s portfolio that is meant to help ops teams easily set up a cluster and enable developers to deploy dockerized apps to it.