Huanxi OS on Miao Konghttps://miaok.ong/en/tags/huanxi-os/Recent content in Huanxi OS on Miao KongHugoenTue, 30 Jun 2026 17:21:00 +0800From Loops to Teams: How My AI Assistant Became a Digital Workforcehttps://miaok.ong/en/posts/huanxi-os-3-role-driven-loop-en/Tue, 30 Jun 2026 17:21:00 +0800https://miaok.ong/en/posts/huanxi-os-3-role-driven-loop-en/<p>The first three OpenClaw essays already covered one full stage of the journey.</p> <p>The first one, <em>To Build a Long-Lived AI Assistant, I Built Wheels for OpenClaw and Assembled a Coding Crew</em>, was about survival: how to make an AI assistant stay alive over time — reset, recover, self-check, and use real tools.</p> <p>The second one, <em>When My AI Assistant Started Passing the Buck: The Brutal Truth of Multi-Agent Collaboration</em>, was about the first layer of multi-agent pain: having multiple agents does not mean having a team. Without task briefs, isolation, verification, and boundaries, they simply break things together.</p>