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Quarkis' Test Containers
Test containers is a way to take your service dependencies that you're working against and run those in a Docker container. It avoids all sorts of issues that I used to have where I'd be running h2 for development, then I'd go to like Oracle database for production. So test containers allows you to easily spin up these containers for your service Dependencies,. Kafka, whatever.