Worked on the NoRi2909/core repository to enhance the reliability of scene loading by addressing a critical crash scenario. Focused on backend development using Python, the work involved implementing defensive programming techniques, specifically adding null checks for palette, color, and color_temperature attributes. This approach ensured that missing data in automated scene workflows no longer resulted in runtime errors, thereby improving overall system stability. The solution emphasized code safety in essential data paths and leveraged effective version control practices. By reducing failure modes in edge cases, the update contributed to a more robust user experience and potentially lowered support overhead for scene processing.