Over two months, contributed to tisfeng/lobe-chat and pingcap/autoflow by integrating Gitee AI provider support, enhancing model descriptions, and improving translation clarity for user-facing content. Leveraged TypeScript, React, and Python to deliver new chat and embedding model configurations, refine UI stability through improved component keying, and align documentation with evolving provider capabilities. Addressed localization and translation management to reduce user confusion and support inquiries. Fixed documentation issues to streamline developer onboarding and setup. The work focused on robust API integration, backend development, and LLM integration, resulting in clearer product messaging, improved user experience, and more maintainable codebases across both repositories.