Heyang Gao focused on stabilizing the tuner monitoring subsystem for the agentscope-ai/agentscope repository by addressing a misconfiguration in the monitor_type binding within the tuner configuration. Using Python and configuration management skills, Heyang identified and resolved a bug that previously caused unreliable monitoring signals and excessive alert noise. The solution involved aligning the monitor configuration with the intended schema, which improved the reliability and maintainability of the monitoring pipeline. By leveraging Git-based change control and debugging techniques, Heyang’s work reduced downtime risk and enabled faster incident detection, establishing a stable foundation for future enhancements to the monitoring subsystem.