Over a two-month period, contributed to expanding AI integration and configuration flexibility across bytedance/deer-flow and vxcontrol/pentagi. Delivered features enabling Novita AI as an optional LLM provider, establishing a provider-agnostic architecture to support future vendor diversification. Enhanced onboarding and deployment by updating documentation and providing clear configuration examples, with a focus on maintainability and ease of adoption. Updated Novita AI models to the latest versions, ensuring up-to-date AI capabilities. Leveraged skills in backend development, Docker, and YAML configuration to streamline integration and model management, while maintaining consistent documentation and commit practices to support ongoing project clarity and quality.