90% of people get frustrated with
OpenClaw (
OpenClaw KL) because they want a fully autonomous agent, but they build zero real 系统 around it. No proper guardrails, messy workflow, weak structure, cheap model, but expectation like they are running some NASA-grade AI lab. 然后 when the agent breaks, hallucinates, or burns 令牌, they blame the tool. Come on. 问题 is not always the agent. Sometimes the 系统 设计 is just trash.
No, do not suggest Hermes or
Claude Code. My OpenClaw optimization from 34 billion 令牌 per month to 1.5 billion, and now around 0.75 billion, did not happen because of Hermes, Claude, or some magic prompt. It happened because of strategy: detached 系统 running 24/7 based on triggers, 智能路由 that sends the right task to the right model, and segmentation that teaches the agent to repair, develop, and execute based on proper schematics instead of guessing everything like a lost intern.
OpenCode 代理 (use this alot for troubleshooting) is more reliable than Hermes, cheaper than
Claude Code, and feels similar to
Grok 代理 in terms of stability. But OpenClaw still has something that OpenCode does not. So this is not a tool war. This is a 系统 设计 war. Expensive models do not automatically win. Better architecture wins.
