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My organization builds a C++ application that runs on multiple operating systems.
Should the build number, visible to customer, be the same for a given state of the source code tree on all the platforms?
Yes, I think so.
One practice you can use is to use the changelist number or however your source control system identifies the checkin that your build system pulled to build your product. That way you always know what source you should pull to rebuild it as well.