https://blog.margrop.net/en/tag/%E8%87%AA%E5%8A%A8%E5%8C%96%E8%BF%90%E7%BB%B4/ Recent content in 自动化运维 on Margrop Blog Hugo -- gohugo.io en-US Thu, 19 Mar 2026 10:30:00 +0800 https://blog.margrop.net/en/post/minimax-openclaw-one-month-review/ Thu, 19 Mar 2026 10:30:00 +0800 https://blog.margrop.net/en/post/minimax-openclaw-one-month-review/ <p>Over the past month, I have kept MiniMax as the primary model behind OpenClaw and used it across a full set of automation tasks: routine inspections, connectivity troubleshooting, health checks, security hardening, scheduled-task cleanup, and even blog writing support. Looking back, the biggest gain was not &ldquo;how much work AI can replace,&rdquo; but a more practical conclusion: for a system like OpenClaw that needs to run continuously, cooperate with tools, and handle a large amount of Chinese context, the most important thing is not raw benchmark strength. It is the balance between stability, response speed, integration cost, and long-term maintainability.</p>