In this talk, I share our experience using R in the Mexican electoral quick count, I highlight the importance of reproducibility for this application, and on why writing an R package helped us improve the quick count workflow and foster process transparency in the electoral process. Finally, we hope that our experience other quick count participants to include R packages on their workflow.