Worked on enhancing the stability of the MDA workflow in the equinor/ert repository by addressing a critical bug related to experiment restarts. Focused on backend development using Python, the work involved preserving experiment configurations when restarting the MDA process after parameter changes, which previously caused crashes and disrupted long-running experiments. By ensuring that configuration data persisted across restarts, the solution reduced downtime and improved the reliability of experiment execution for researchers and engineers. Emphasized thorough testing to validate the fix, resulting in a smoother user experience and higher success rates for complex, iterative workflows within the ert codebase.