During July 2025, Angeduo Duocomil developed two cross-repository features focused on backend reliability and maintainability. In openchlsystem/openchscfc, they built an end-to-end integration that validated and mapped CEEMIS case data to the Helpline API format, updating dependencies and URL configurations to support seamless data transmission. Concurrently, in openchlai/ai, they performed a comprehensive cleanup of AI service dependencies, removing local references and standardizing whisper package versions in requirements.txt. Working primarily with Python, Django, and JSON, Angeduo’s contributions improved data flow consistency and reduced dependency drift, demonstrating a methodical approach to API integration and dependency management across services.