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Connecting applications in multiple dockers

I need to run multiple programs in a container but I know this isn’t what you should do. I have a build environment that I’d like to get out of VMs and into containers, but each VM requires multiple programs like a version of Java, a build agent/server program, perforce, and other programs. Is there a way to create an environment with dockers so that I Can have all of those programs interact?