A Practical Local Coding Workstation: LM Studio, Qwen2.5-Coder, and Pi
A hands-on recipe for a fully local, privacy-first coding agent on a 16GB Mac: LM Studio for inference, Qwen2.5-Coder for code, n-gram speculative decoding for speed, and the Pi harness to tie it together.