A household coding agent

Running an open-weights coding agent entirely on the home LAN -- a spare box serves a Qwen3-Coder MoE over llama.cpp to laptops and phones around the house. Why the harness is Qwen-Code, and how a quantization sweep found the fastest model that still codes.