How GitLab can help in research reproducibility

GitLab emerges as a valuable platform for collaborative research, particularly in academia, due to its ability to facilitate code sharing and reproducibility. Reproducibility is crucial in both software engineering and research, allowing for independent verification and building upon previous work. GitLab provides integrated features like hosting, Large File Storage (LFS), and Continuous Integration (CI) without relying on third-party services, supporting reproducibility through containerization with tools like Docker. These features allow researchers to manage the visibility of their projects and enable streamlined reproduction of results by secondary users. GitLab's CI capabilities, including multi-project pipelines and the flexibility to use different containers per workflow step, are highlighted as key advantages. Vicky Steeves, the guest author, underscores GitLab's role in enhancing research quality and openness, advocating for integrating reproducible practices into research workflows.

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