智能体引人注目，因为听起来很自主。但自主性是最昂贵的部分。在使用智能体之前，真正的问题是决定、行动、验证的循环是否便宜到值得自动化。
如果验证缓慢或昂贵，一个糟糕的决定就会复合放大。如果验证很快，智能体能迅速恢复，循环就变得有用。
智能体什么时候值得
- 验证快速且廉价
- 下一步动作的空间很小
- 错误的步骤容易撤销
- 任务在多个项目中重复
当循环便宜时使用智能体。否则，在大多数任务上，一个精心设计的提示词仍然胜出。
2026-07-20experimentinmydraft
智能体：何时该使用它们
智能体很强大，但并非总是正确的工具。问题不在于任务能否被自动化，而在于决定、行动、验证这个循环是否足够便宜。
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