Worked on maintaining and enhancing the dftimewolf project, focusing on backend stability and API compatibility. Addressed evolving requirements in the GRR client approval workflow by updating the URL structure to match changes in the GRR API, ensuring uninterrupted client-request processes. Later, reverted this update to maintain alignment with the open-source GRR version, preserving patching capabilities and reducing codebase drift. Utilized Python for backend development, emphasizing robust API integration and careful code reversion practices. The work prioritized long-term maintainability and readiness for future GRR upgrades, demonstrating a methodical approach to managing dependencies and ensuring reliable client approval functionality.