During this period, work focused on improving data integrity within the awslabs/agent-squad repository by addressing a targeted issue in the classifier module. Using Python, the developer identified and corrected an incorrect agent name reference in conversational logs, ensuring accurate agent attribution for downstream analytics and reporting. The technical approach involved a precise bug fix in classifier.py, which enhanced the reliability of log data and strengthened trust in agent identification across the system. No new features were introduced, but the contribution emphasized code quality and traceability, demonstrating attention to detail and a commitment to maintaining robust, reliable backend processes.