别手写提示词了，试试按住录音键讲十分钟，让代理自己干活。Omar 分享了用循环和验证器省力的实战技巧。
开发者 Omar 分享经验：他几乎不再手动提示或与代理对话，而是通过循环（loops）让代理自主执行。他花更多时间编写验证器（verifiers），提供文本、音频、图片等丰富指令来填补代理的不足。Guinness Chen 建议用户按住听写键随意讲10分钟，将碎片、例外、示例、氛围都喂给模型，利用语言模型擅长从语言中重构潜在意图的能力。这些方法改变了人与代理的交互方式，减少了手工编辑提示的负担。
I don't even prompt/speak to agents that much anymore. With loops, agents do most of it for me now....
I don't even prompt/speak to agents that much anymore. With loops, agents do most of it for me now. I do spend more time writing verifiers to provide additional rich instructions (text+audio+images) that help fill in gaps. What's next? Hard to tell! Guinness Chen @guinnesschen Bro it’s June 2026. Stop hand editing your prompts. Hold down the dictation button and ramble for 10 minutes. Give the model every fragment, caveat, example, and vibe in your head. It is literally a large language model. If it’s superhuman at anything, it’s reconstructing latent intent from language. 🔗 View Quoted Tweet 💬 1 🔄 0 ❤️ 2 👀 1118 📊 1 ⚡