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There is no inside joke. I don't know if they named it after the Java island or the Java coffee bean or Java the main developer's grandniece's time-travelling clone, but it wasn't ever an acronym,...

Or you could just write Java, which is what the language is actually called.

You can ask questions about whatever language you want in the Tech Board (not in General Discussion), but don't expect an answer.