During March 2026, Beac focused on backend stability improvements for the equinor/ert repository, addressing a critical issue in the MDA workflow. Using Python and leveraging strong testing practices, Beac engineered a solution to preserve experiment configurations across restarts, preventing crashes that previously occurred when parameters changed mid-process. This fix ensured that long-running MDA experiments could resume seamlessly, reducing downtime and improving reliability for researchers and engineers. The work demonstrated a deep understanding of backend development, as it required careful handling of state persistence and process continuity, ultimately enhancing the robustness and user experience of the MDA workflow in ert.