The great promise of quantum computers comes with the dual challenges building them and finding their useful applications. We argue that these two should be considered together, by codesigning full-stack computer systems along applications in order to hasten development potential for scientific discovery. In this context, we identify community needs, opportunities, a sampling few use case studi...