Reproducibility is one of the fundamentals of scientific results, yet we sometimes don't follow agreed-upon best practices. In the early 2010s, this led to a reproducibility crisis that shook the core of psychology and medicine and led to a much stronger awareness and - in some fields - regulation. We will take a closer look on how reproducibility is achieved when data and code are involved and how we can implement best practices in our own publications.