**Code Ocean** “is where great computational research is created, organized, and shared in one place. It is the best way for research teams to standardize research workflow, plus track and reproduce all computations and discoveries.” https://codeocean.com/ **Analytical code sharing practices in biomedical research.** "Data-driven computational analysis is becoming increasingly important in biomedical research, as the amount of data being generated continues to grow." https://doi.org/10.1101/2023.07.31.551384 **Advancing code sharing in the computational biology community** "On March 30, 2021, a new code sharing policy was introduced at PLOS Computational Biology [1]. This policy requires any code supporting a publication to be shared unless there are ethical or legal restrictions that prevent sharing." https://doi.org/10.1371%2Fjournal.pcbi.1010193 **Making Biomedical Research Software FAIR: Actionable Step-by-step Guidelines with a User-support Tool** "Findable, Accessible, Interoperable, and Reusable (FAIR) guiding principles tailored for research software have been proposed by the FAIR for Research Software (FAIR4RS) Working Group." https://doi.org/10.1038/s41597-023-02463-x