April 2026: Delivered flexible Docker build version control for AITER component in sglang. Added build-arg AITER_COMMIT to rocm.Dockerfile to override AITER commit version at build time, enabling environment-specific, reproducible Docker images. Commit ac593fed901263911bb9cf7564d9e09949ed0345 ([AMD][Dockerfile] Support build-arg AITER_COMMIT for rocm.Dockerfile (#21949)). No major bugs fixed this month. Impact: improved deployment reliability and environment parity, faster rollout and testing. Skills demonstrated: Dockerfile customization, build-arg usage, version-controlled image builds, clear commit messages.

March 2026 performance summary across ROCm/aiter, ping1jing2/sglang, and jeejeelee/vllm. Delivered critical bug fixes and feature enhancements to improve dispatch stability, accuracy, and performance for model serving. Key outcomes include stabilizing GEMM configuration cache integrity, enabling auto-configuration of dispatch quantization, and improving cross-repo FP8 dispatch interoperability, all reducing manual tuning and increasing throughput.

February 2026 performance milestone for kvcache-ai/sglang and yhyang201/sglang: delivered adaptive MORI-EP inter-node kernel switching and serialized backend optimization, tightened API surface, and advanced EP4 MORI-EP integration with GPU allocation improvements. These changes enhance runtime performance, scalability, and maintainability, delivering measurable business value in distributed inference workloads and higher throughput for MORI-EP deployments.