During a focused month of development, Tramer refactored the dbconn module in the arenadata/gpdb repository to enhance database connection handling and cursor management. Using Python and leveraging backend development and database management skills, Tramer introduced new functions and clarified APIs to improve usability and maintainability. The work ensured that connections and cursors are properly closed, eliminating resource leaks and supporting with-style usage for safer resource management. By clarifying execution paths and removing redundant context usage, Tramer increased the reliability of database operations, enabling safer deployments and reducing operational risk. The changes provided tangible stability improvements for ongoing backend workflows.