Worked on stabilizing data consistency and cache behavior in the stacklok/toolhive-studio repository, focusing on group creation workflows. Addressed a bug where newly created groups were not reflected in subsequent data fetches by ensuring cache invalidation used the correct API query key. This targeted fix, implemented with React Query and TypeScript, reduced the risk of stale data and improved reliability for users interacting with group data. The work enhanced downstream workflows that depend on up-to-date information and contributed to a more consistent frontend experience. Emphasis was placed on frontend development best practices and maintaining robust data synchronization across the application.