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Stacks using Catkin in Fuerte are compiled using git-buildpackage, i.e. they are based on the common Debian build toolchain.
As far as I know, classical ros stacks are compiled using some home brew scripts that can be found in rosdeb.
I don't expect too much low-level documentation on how to exist, but at least this page might contain some valuable information.