offline-llm-device-analysis: The Blueprint for the Offline AI Appliance
How a zero-dependency benchmarking suite uses capital efficiency to prove that the future of local LLMs belongs on cheap edge hardware, not in the cloud.
6 min read ยท Apr 4, 2026