The article describes running local AI models on an Apple M4 Mac with 24GB of memory, covering performance metrics, model compatibility, and practical setup tips for on-device inference without cloud dependencies.
Local models for coding agents remain impractical due to fragmentation, poor tool streaming, and excessive configuration. The author advocates focusing on one model-engine-hardware combo, highlighting ds4.c (DeepSeek V4 Flash on high-end Macs) integrated into Pi as a step toward a polished, zero-config local experience.