During November 2025, this developer focused on backend stability for the usememos/memos repository, addressing a critical issue in session management. They co-authored a bug fix that corrected session retrieval logic by switching from userID to user.ID, which improved both the correctness and security of user sessions. Working primarily with Go and leveraging their skills in API and backend development, they ensured that session data was handled more reliably, reducing the likelihood of session-related bugs. Their contributions included clear commit messaging and thorough documentation, laying a solid foundation for future enhancements while prioritizing data consistency and user experience throughout the process.