During May 2026, work focused on enhancing the EightfoldAI/octuple repository’s user interface by upgrading the centralized icon library. This involved integrating Material Design Icons, specifically adding mdiArrowDecisionOutline and mdiCreation, to provide richer and more consistent visual elements across UI components. The implementation, carried out using TypeScript and front end development skills, improved the visual coherence of the application and established a scalable foundation for future icon expansion. By aligning the design system with Material Design standards, the changes streamlined developer workflows for UI updates and contributed to a more unified user experience without introducing any bug fixes during this period.