Designing, orchestrating & managing AI agent workflow is a precious skill - overseeing a whole family of agents who talk to each other to ensure they solve problems. - to know which tasks are best suited for agents and humans to maximize productivity "I’m not just doing tasks anymore, I’m designing the systems that do the tasks." --> System designer ### 从“单一咒语”到“流程设计” 与AI的有效协作，已从追求一个完美的“提示词咒语”（Prompting Engineering）演变为设计一个迭代的、多步骤的“工作流程”（Workflow）。关键能力不再是发出单个指令，而是将复杂任务拆解成AI可以分步执行的结构化流程，并在关键节点进行人为的引导和质控。 1. **结构化指令：** Deconstruct a task + orechestrate tools 2. **高质量“喂料”：** AI的回答质量高度依赖你提供给它的上下文。如果你希望它基于某份报告进行分析，最好的方式是直接将报告内容喂给它，而不是让它自行搜索。你提供的材料越精准、质量越高，它生成的内容就越贴近你的需求。 3. **Perform Quality Control:** You are the final editor. You must check the AI's output at each stage—is the outline logical? Is the summary accurate? Does the final text have the right tone? You provide the judgment and creativity that the machine lacks. > [!question] > 甚至未来流程设计都将不需要人类？What if AI 刻意自己设置一个复杂系统，并指挥其他 AI 执行？ ![[Management as a computer skill.png]] blog:: [[The Great Inversion]]