MLX on Apple Silicon enables fully local AI agents that run entirely on your Mac without sending data to the cloud. The agentic loop including reasoning, tool calls, and decision-making stays on-device, meaning no API keys, no per-token costs, and complete data privacy. On M5 Macs, neural accelerators can make prompt processing up to 4x faster, allowing agents to process codebases quickly.
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