Andy Luo — Notes & Projects
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Welcome! This is Andy’s corner of the web. You’ll find notes on software, projects, and ideas worth sharing. New posts will show up below as they’re published.

  • Serving World Models on AMD GPUs: DreamZero and Robot Policies with vLLM-Omni on ROCm

    Aug 14, 2026
  • RoboSmith: A Synthetic-Data Pipeline for Embodied Interactive Manipulation (ROCm-native)

    Jul 1, 2026
  • rocm3d: From One-Off 3D Ports to Reusable ROCm Compatibility Recipes

    Jun 10, 2026
  • ATOM + LMCache: KV Cache Offloading with AMD's Optimized Plugin for vLLM

    May 22, 2026
  • CPU-GPU Co-Design for Agentic LLM Inference

    May 14, 2026
  • Benchmarking LMCache for Multi-Turn Agentic Workloads on AMD MI300X

    Apr 20, 2026
  • Run GLM-4.6V on AMD MI300X GPU with vLLM

    Dec 9, 2025
  • Running FLUX.2, HunyuanVideo-1.5, and Z-Image-Turbo on AMD MI300X

    Nov 27, 2025
  • Kicking Off

    Nov 27, 2025

Writing about AI software engineering, side projects, and lessons learned along the way.