I really recommend Bazel (https://bazel.build)
The worst part about Bazel for C++ is that it’s not yet as widespread as CMake or plain old Makefiles so it can be harder to get third party libraries into your project, but that’s changing quite fast with the bazel registry, and you have things like rules_cc that help you run other build systems inside bazel.