During the review period, contributed to the mem0ai/mem0 repository by developing a Streamable HTTP Transport Endpoint to replace the deprecated SSE transport. This feature introduced stateless communication and improved response handling, modernizing the backend transport layer for higher concurrency and simpler client integration. The work focused on backend development using Python, leveraging FastAPI and asynchronous programming to enable scalable, efficient HTTP transport. Collaboration was demonstrated through co-authored contributions and adherence to GitHub MCP governance processes. No major bugs were reported or fixed during this period, with efforts concentrated on delivering robust API design and enhancing the system’s architectural flexibility.