质量门、人工审批门、模型无关 provider、业务状态机 —— 以及一个 300 行就能跑起来的开源脚手架。
从 Demo 到生产：那些真正让 AI Agent 敢上线的护栏
开场钩子： 你在网上看到的多数「AI Agent」都是 demo。它们之所以上不了生产，原因往往
只有一个 —— 而下面这个开源的小脚手架，专门解决它。
我们已经过了「能调通大模型」就算赢的阶段。现在真正难的是那没人讲的 10%：是什么阻止
Agent 做出伤害性的事？ 我在微软跑过一套约 25 个 Agent 的生产平台，现在也帮团队把 Agent
The three guardrails that separate a demo agent from a production system, in a tiny open-source harness.
Demos lie. An AI agent that books a meeting, queries an API, and summarizes the result in a slick...
The demo is impressive. ✅ The demo works in your environment, with your data, with you watching....
The demo is impressive. ✅ The demo works in your environment, with your data, with you watching....
Why AI agent demos look nothing like production systems — and the concrete engineering work that bridges the gap.
The AI agent used to be the star of every demo. Now it's on the shutdown list. Not because the model...
