During November 2025, the developer integrated the Zhipu AI model into the News Analysis workflow for the hsliuping/tradingagents-cn repository. They focused on backend development and API integration using Python, enabling the processing of news data with flexible model selection. Their work included updating API key handling and model configuration to support seamless use of Zhipu within the existing framework. Additionally, they resolved a GLM model invocation issue that previously blocked news analysis, improving the reliability of the workflow. This contribution enhanced end-to-end news data processing and broadened the analytics capabilities, demonstrating depth in machine learning and backend engineering.