Running small language models locally for agentic coding: A practical evaluation on Apple Silicon

A technical memo detailing the author's hands-on experiences running small language models locally on Apple Silicon Macs (M3 Max with 48GB RAM, M5 Pro with 64GB RAM) specifically for agentic coding tasks (not just auto-complete). The piece evaluates the viability funnel of hardwa