How to Setup a Local Coding Agent on macOS
Summary
This article provides a practical, step-by-step guide to running a local coding agent on macOS using Gemma 4, Qwen, and llama.cpp with MTP speculative decoding and multimodal support. It includes benchmarks comparing different runtimes, discusses image support via Pi, and outlines installation and server configuration for a local OpenAI-compatible API.