June 2026: Delivered configurable MOE improvements and stability fixes across sgl-project/sglang and ROCm/aiter. The work enhances model configurability, cross-precision reliability, and output handling, accelerating safe experimentation and production readiness. Key changes include: optional keyword arguments in AITER fused_moe runner (with tests and no_combine compatibility checks); MORI per-rank dispatch-token override and external input buffer support (with a combine-kwargs hook); BF16 dispatch fix in MoRI EP initialization; and No-Combine Output Per Slot in FlyDSL MoE. These changes are supported by added tests and a clear commit history to reduce regressions and improve production reliability.

May 2026 summary: Delivered a critical bug fix for the DSV4 FP8 Swiglu activation path in the jeejeelee/vllm repository, correcting the incorrect application of the gemm1 clamp limit during activation in the DSV4 Base model's FP8 path. The patch stabilizes FP8 computations and improves performance characteristics for FP8 workloads, reducing edge-case instability in production. Implemented via commit 2998a047aad7d48bf0399f19b36f1a4d749c59c2 with clear messaging and alignment with code review standards.