Local AI on AMD (RDNA2/ZLUDA) on Windows: Stable Diffusion XL, Z-Image, and Qwen3-TTS voice cloning — battle-tested setup, the cuDNN fix, the arbitrary-torch-on-ZLUDA recipe, and honest benchmarks.

Drop-in CUDA Graph → HIP Graph translation layer for AMD RDNA2 (gfx1030/1031): safe eager fallback, dynamic-shape bucketing, DeepSpeed-HIP kernels, and a 3-tier illegal-memory-access GUARD for ROCm.

Local autonomous coding agent stack for AMD RX 6700 XT (RDNA2): OpenCode + LM Studio Vulkan + Gemma 4 E4B Q6_K + oh-my-opencode. Bypasses Ollama Vulkan + Gemma 4 upstream bug.