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My offline AI-assisted Linux development machine

The author shares their 2025 Linux dev machine setup, moving from Fedora/KDE to vanilla Arch Linux with the niri scrolling tiling compositor, and achieving fully offline AI-assisted coding. The machine uses an ASUS ROG Flow Z13 with 128GB unified memory, running local models like Qwen3.6 27B and Gemma 4 31B via OpenCode and llama.cpp. The article details the hardware, OS, desktop environment, dev tools, and the local AI workflow.

SourceHacker News AIAuthor: deepu105
My offline AI-assisted Linux development machine
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  • Uses an ASUS ROG Flow Z13 2025 with 128GB unified memory, enabling local LLM workloads.
  • Runs vanilla Arch Linux with niri, a scrolling tiling Wayland compositor, and DMS desktop shell.
  • Achieves fully offline AI coding with OpenCode, llama.cpp, and local models (Qwen3.6 27B, Gemma 4 31B).
  • Local models achieve over 64 tokens/s with 256k context on the Radeon 8060S GPU.

Highlights and analysis are generated automatically and may contain errors. Check the original source.