During August 2025, r06922056@csie.ntu.edu.tw focused on improving the strands-agents/sdk-python repository by addressing a reliability issue in telemetry span ordering. They fixed the system so that the system prompt is now included before input messages, which enhances trace accuracy and ensures consistent agent interaction flows. Their approach involved targeted Python development, specifically updating the structured_output_span logic and expanding test coverage to validate correct span sequencing. By refining telemetry handling and strengthening automated testing, they reduced the risk of regressions and improved maintainability. Their work demonstrated depth in agent development, telemetry systems, and Python-based testing within a production SDK context.