https://michaelguoblog.vercel.app/tags/openclaw/Recent content in Openclaw on Michael's BlogHugo -- 0.154.5en-usSun, 22 Feb 2026 00:00:00 +0000https://michaelguoblog.vercel.app/posts/openclaw-agent-team/Sun, 22 Feb 2026 00:00:00 +0000https://michaelguoblog.vercel.app/posts/openclaw-agent-team/<p>Today I made a structural shift in my OpenClaw setup with the help of Codex-5.3. For those who know my current architecture, I’ve been running Codex CLI in the backend to manage the OpenClaw instance on my Pi. Over time we’ve built it into a complete knowledge holder for everything related to OpenClaw, and that accumulated context is what made this change possible.</p> <p><img alt="image.png" loading="lazy" src="https://michaelguoblog.vercel.app/images/posts/openclaw-agent-team-0.png"></p> <p>I had a single strong agent running KOL and content execution, and it worked well. The strain started when I pushed it beyond that scope. Content strategy, software architecture, and private daily support were all forced to share the same brain.</p>