Worked on the lfnovo/open-notebook repository to enhance API consistency by normalizing the openai_compatible provider name within the models endpoint. This targeted update addressed provider-name drift, ensuring reliable credential testing and reducing integration issues for external partners. The solution was delivered as a backward-compatible, single-commit change, reflecting a disciplined approach to risk management and code quality. Leveraging Python for backend and API development, the work demonstrated a strong grasp of RESTful design and testing practices. The focused scope and minimal regression risk highlighted attention to maintainability, supporting both internal testing workflows and external API consumers with improved reliability.