https://www.testcontainers.org/

Testcontainers for Java is a Java library that supports JUnit tests, providing lightweight, throwaway instances of common databases, Selenium web browsers, or anything else that can run in a Docker container.

It would streamline environment preparation without the need for external scripting possibly.