Docker-compose is a tool that accepts a YAML file that specifies a cross container application and automates the creation and removal of all those containers without the need to write several docker commands for each one. It should be used for testing and development.

Kubernetes, on the other hand, is a platform for managing production-ready containerized workloads and services that allows for declarative setup as well as automation.

I will read more when I will need it :)