How to Build a Private Local Coding Agent with Qwen3.8-27B

Build a source-audited Qwen3.8-27B local coding agent on one 24GB GPU with exact GGUF/runtime pins, strict Qwen Code permissions, privacy tests and an honest account of our inconclusive lab run.