Xoogler here who used the internal version of Bazel ( blaze ) extensively, liked it and now opted to use it for our 2 person startup ( at least for the backend ).

You don't need a giant codebase to start benefitting from it. Even if you have a smaller codebase, and properly use bazel to setup tests, you only test what needs testing, and that makes a huge difference in productivity.