http://www.heyuan110.com/tags/troubleshooting/Recent content in Troubleshooting on Bruce on AI EngineeringHugoenFri, 06 Mar 2026 09:00:00 +0800http://www.heyuan110.com/posts/ai/2026-03-05-openclaw-automation-pitfalls/Fri, 06 Mar 2026 09:00:00 +0800http://www.heyuan110.com/posts/ai/2026-03-05-openclaw-automation-pitfalls/<p><img src="http://www.heyuan110.com/posts/ai/2026-03-05-openclaw-automation-pitfalls/cover.webp" alt="OpenClaw automation pitfalls guide covering setup, agent behavior, cost, and security mistakes" loading="lazy" decoding="async" fetchpriority="low" width="1200" height="630" /> </p> <p>You installed OpenClaw. You added Tavily search, proactive-agent, and a handful of community skills. Everything looked amazing for the first 48 hours.</p> <p>Then things started breaking. Your agent hallucinated an entire research report because the search API key expired silently. Your monthly API bill hit $200 because Opus was handling heartbeat checks. A skill you installed from <a href="https://clawhub.ai/">ClawHub</a> had unrestricted shell access and started modifying files outside your workspace.</p>