Worked on the microsoft/agent-framework repository to deliver a Unified Context Provider Interface, standardizing how external information such as memory and retrieval-augmented generation (RAG) is integrated into agent contexts. The approach involved abstracting memory and RAG providers under a single extensible interface, simplifying future enhancements and maintenance. Authored a comprehensive design document in Markdown to guide consistent implementation of context providers across the framework. The work was implemented in Python, focusing on API design and software architecture. This update established a unified path for context data enrichment, improving reliability and maintainability for memory and RAG workflows within the framework.