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Thanks to increasing awareness of the importance of reproducibility in computer science research, initiatives such as artifact review and badging have been introduced to encourage reproducible research in this field. However, making "practical reproducibility" truly widespread requires more than just incentives. It demands an increase in capacity for reproducible research among computer scientists - more tools, workflows, and exemplar artifacts, and more human resources trained in best practices for reproducibility. In this paper, we describe our experiences in the first two years of the Summer of Reproducibility (SoR), a mentoring program that seeks to build global capacity by enabling students around the world to work with expert mentors while producing reproducibility artifacts, tools, and education materials. We give an overview of the program, report preliminary outcomes, and discuss plans to evolve this program. 

The incubator and research projects sponsored by the Center for Research in Open Source Software (CROSS, cross.ucsc.edu) at UC Santa Cruz have been very effective at promoting the professional and technical development of research software engineers. Carlos Maltzahn founded CROSS in 2015 with a generous gift of $2,000,000 from UC Santa Cruz alumnus Dr. Sage Weil and founding memberships of Toshiba America Electronic Components, SK Hynix Memory Solutions, and Micron Technology. Over the past five years, CROSS funding has enabled PhD students to not only create re- search software projects but also learn how to draw in new contributors and leverage established open source software communities. This position paper will present CROSS fellowships as case studies for how university-led open source projects can create a real- world, reproducible model for effectively training, funding and sup- porting research software engineers.