Over two months, LC-Soft enhanced AI integration and localization across tisfeng/lobe-chat and pingcap/autoflow. They delivered a targeted translation update for Gitee AI descriptions, improving user clarity and aligning messaging. In December, LC-Soft integrated Gitee AI as a provider in pingcap/autoflow, enabling chat and embedding features with new configuration options. They improved model descriptions and added new models in lobe-chat, while addressing React rendering stability by introducing unique keys to ModelList components. Their work, using TypeScript, React, and Python, also included refining developer documentation and setup instructions, resulting in more robust features and a smoother developer onboarding experience.