It's just a configuration problem - at one job, we had a million line code base compiling with clang, gcc (2 versions, can't recall which), on 2 versions of solaris, 2 versions of linux, and linux 32bit and 64bit, plus windows on VS2010, and 2015, so that makes 18 *nix builds and 2 windows builds, so 20 different C++ builds of one code base. All unit tested, and regression tested. Get your CI system of choice working, e.g. TeamCity, fix your makefiles, and you're good to go.