During a two-month period, Zichuang Huang developed advanced transport protocol capabilities across two major repositories. In apache/brpc, he engineered a transport layer to support cross-vendor protocol extensions, focusing on code clarity, maintainability, and future extensibility. His work included refining socket handling and improving diagnostics for runtime stability using C++ and CMake. In kvcache-ai/Mooncake, he implemented the Unified Bus transport protocol to enable high-performance data transfer between Kunpeng SuperNode and Mooncake, integrating URMA for enhanced telemetry and manageability. Huang’s contributions emphasized robust system architecture, build system configuration, and network programming, delivering foundational improvements for multi-vendor interoperability and deployment flexibility.