I had to change UseGlobalSettings to False in Saved/Config/Windows/SourceControlSettings.ini (thanks ThomasIngham for that) project to allow my project to set source control.
I had to change UseGlobalSettings to False in Saved/Config/Windows/SourceControlSettings.ini (thanks ThomasIngham for that) project to allow my project to set source control.