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"Support" containers - centralized or separate per service?

Hello all! Just curious what y'alls typical setup is when it comes to running multiple stacks which require the same "support" containers.

What I mean is, say you want to run two services that both require a connection to a database, would you run two separate DB containers, one for each service and have them connected only to their respective DB "stacks"? Or do you prefer to run a single centralized DB server/service and have your self hosted stacks all communicate with their own databases inside the server?

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