OpenClaw arrived in late January 2026 with 229,000 GitHub stars and a pitch that resonated: a personal AI assistant you run on your own devices, connected to whatever messaging platforms you already use. The premise is correct. Your AI assistant should run locally and answer only to you. The question is how that premise gets implemented, and implementation is where the two projects diverge completely.