用于在用户想通过浏览器自动化与 Google Gemini 或 ChatGPT 交互时。触发短语包括“ask Gemini”“ask ChatGPT”“ask GPT”“让...”。
☞☞☞AI 智能聊天, 问答助手, AI 智能搜索, 多模态理解力帮你轻松跨越从0到1的创作门槛☜☜☜
{\"type\":\"doc\",\"content\":[{\"type\":\"paragraph\",\"attrs\":{\"id\":\"bf1acb1f-8cd9-40c2-894d-ff2ed97805c7\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"最近我发现一个现象：很多开发者接触 chatgpt，第一反应还是“帮我写段代码”“解释一个报错”。这当然有用，但如果只把它当代码补全工具，其实有点浪费。对技术人来说，真正能提升效率的，往往不是某一次生成函数，而是把 ai 放进需求分析、方案评审、文档整理、学习规划、会议复盘这些高频场景里。实际体验下来，借助 ai工具镜像网站——\"},{\"type\":\"text\",\"marks\":[{\"type\":\"bold\"}],\"text\":\"库拉\"},{\"type\":\"text\",\"text\":\"（\"},{\"type\":\"text\",\"marks\":[{\"type\":\"bold\"}],\"text\":\"https://ouai.me/）\"},{\"type\":\"text\",\"text\":\" 这类 ai模型镜像平台，开发者可以在一个入口体验多种模型能力，更适合做横向对比和日常实操。\"}]},{\"type\":\"horizontalrule\",\"attrs\":{\"id\":\"030413fe-a4d9-49a1-b0ea-a3886f4999b7\",\"ishoverdraghandle\":false}},{\"type\":\"heading\",\"attrs\":{\"id\":\"d6bfbf38-1c41-477e-8233-72176cf9f5e7\",\"textalign\":\"inherit\",\"indent\":0,\"level\":2,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"一、从“写代码”到“做判断”：技术人的 ai 使用方式正在变\"}]},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"9850bb24-f22d-4e3c-b761-5818504c2966\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"过去我们谈效率工具，更多是在说 ide、脚手架、ci/cd、监控平台。但现在的变化是，ai 开始介入技术工作的上游。\"}]},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"061df51d-32d0-4fb1-a45c-a35b25e80e08\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"比如一个需求刚来，开发者通常要做三件事：理解业务、拆分模块、评估风险。传统方式是读 prd、开会、问产品，再自己整理方案。这个过程不难，但很耗精力。\"}]},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"8d9afab4-e9e9-4007-a9ac-62cfe59b173f\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"现在可以换一种方式：把需求背景、目标用户、核心流程输入给 chatgpt，让它帮你整理：\"}]},{\"type\":\"bulletlist\",\"attrs\":{\"id\":\"1fdeda12-9652-4b63-a8b5-0d94214dffbe\",\"ishoverdraghandle\":false},\"content\":[{\"type\":\"listitem\",\"attrs\":{\"id\":\"d4448268-5b9d-45b2-b68e-a5a70cde3029\"},\"content\":[{\"type\":\"paragraph\",\"attrs\":{\"id\":\"217efefa-d380-49eb-9272-08253644781a\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"业务流程图的文字版\"}]}]},{\"type\":\"listitem\",\"attrs\":{\"id\":\"1d0b9e6e-1170-4c01-b981-5cf7fad2a5a2\"},\"content\":[{\"type\":\"paragraph\",\"attrs\":{\"id\":\"f85de25b-816a-457f-bdbd-dae993061596\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"关键功能模块拆分\"}]}]},{\"type\":\"listitem\",\"attrs\":{\"id\":\"5e08e968-8ad7-4dda-915a-1f0e95fc902b\"},\"content\":[{\"type\":\"paragraph\",\"attrs\":{\"id\":\"839906eb-9d31-41bd-9115-41230662265d\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"可能遗漏的边界场景\"}]}]},{\"type\":\"listitem\",\"attrs\":{\"id\":\"3d734bf7-9c15-4b21-9f6b-3c6833419447\"},\"content\":[{\"type\":\"paragraph\",\"attrs\":{\"id\":\"f92467d2-f35a-4b08-ac93-512a90284a4f\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"前后端接口协作点\"}]}]},{\"type\":\"listitem\",\"attrs\":{\"id\":\"98e764ec-54c8-4515-8b44-8bf76797e1d1\"},\"content\":[{\"type\":\"paragraph\",\"attrs\":{\"id\":\"a98c08db-1fda-443a-94f9-3993ee1c3003\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"数据安全和性能风险\"}]}]}]},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"e845396e-9318-4a4f-89f6-6f00e79e8efb\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"它不一定比你更懂业务，但它能快速给出一个“检查清单”。这对开发者很实用，因为很多线上问题不是代码写错，而是需求理解不完整、边界条件没考虑清楚。\"}]},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"090965f3-d89e-4c9a-83b0-6b29f42af60e\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"我的习惯是：先自己看一遍需求，再让 ai 按“产品视角、研发视角、测试视角”分别提问题。这样开评审会时，基本不会被动等别人指出问题。\"}]},{\"type\":\"horizontalrule\",\"attrs\":{\"id\":\"67572b61-d154-475d-a7ab-06b9fccdaecc\",\"ishoverdraghandle\":false}},{\"type\":\"heading\",\"attrs\":{\"id\":\"f9233e04-1f9b-430c-977e-3a6424d04a3c\",\"textalign\":\"inherit\",\"indent\":0,\"level\":2,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"二、文档、会议、周报：最值得交给 ai 的重复劳动\"}]},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"9db2e20a-d348-4e60-8d1c-8a858eb44376\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"如果说写代码是开发者的核心工作，那么文档和沟通就是绕不开的“隐形成本”。\"}]},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"e0ba5888-5f99-4f5f-8936-48cded4a0cdc\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"很多技术人不喜欢写文档，并不是不会写，而是觉得整理太花时间。比如接口文档、技术方案、故障复盘、项目周报，这些内容都需要结构清晰、表达准确，还要让非技术同事看得懂。\"}]},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"7886e5bd-5231-452c-86c7-ec1cd77a894c\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"这里 ai 的价值非常明显。\"}]},{\"type\":\"heading\",\"attrs\":{\"id\":\"dd943e44-c217-4747-a7b6-8ed6f66e1417\",\"textalign\":\"inherit\",\"indent\":0,\"level\":3,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"1. 技术方案初稿\"}]},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"0b1d0794-d3c9-41aa-86dd-616c3bc30c4c\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"你可以给它这样的任务：\"}]},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"1f5d4b89-0aa5-48f9-a96e-4f0680e5f771\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"“请根据以下背景，生成一份技术方案大纲，包含目标、现状、架构设计、接口设计、风险点、排期建议。”\"}]},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"efa02ffe-a2f6-445f-a777-92233de1f723\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"然后再把它生成的内容改成自己的表达。注意，不要直接复制。ai 的初稿通常像一个骨架，真正有价值的部分，还是你基于实际系统补充细节。\"}]},{\"type\":\"heading\",\"attrs\":{\"id\":\"f30723c5-63d5-4015-8d97-0181e755443f\",\"textalign\":\"inherit\",\"indent\":0,\"level\":3,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"2. 会议纪要整理\"}]},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"9cb52919-b8dc-498e-b3a6-652df1a1e410\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"把会议要点丢给 ai，让它输出：\"}]},{\"type\":\"bulletlist\",\"attrs\":{\"id\":\"87b58d66-902d-4c6f-9644-3462433bd5a6\",\"ishoverdraghandle\":false},\"content\":[{\"type\":\"listitem\",\"attrs\":{\"id\":\"79413daa-2ec3-4b74-b6b3-26fa73bb6e62\"},\"content\":[{\"type\":\"paragraph\",\"attrs\":{\"id\":\"d2a8c7d3-160e-4019-b812-5d0263fb1682\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"决策事项\"}]}]},{\"type\":\"listitem\",\"attrs\":{\"id\":\"8fb5b42c-c57f-4122-a381-ca9d133806ac\"},\"content\":[{\"type\":\"paragraph\",\"attrs\":{\"id\":\"f7147aab-dfca-4815-848a-8a34c07c7f8e\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"待办事项\"}]}]},{\"type\":\"listitem\",\"attrs\":{\"id\":\"ec6714f0-24e2-490c-9b68-26cf20bbc02f\"},\"content\":[{\"type\":\"paragraph\",\"attrs\":{\"id\":\"4bc388ba-0602-468a-afb0-8bc979985a06\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"负责人\"}]}]},{\"type\":\"listitem\",\"attrs\":{\"id\":\"186d433b-b80d-477f-9793-adefafd3b10a\"},\"content\":[{\"type\":\"paragraph\",\"attrs\":{\"id\":\"0a5f0681-2de1-4bf9-aa63-d91a43703a23\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"截止时间\"}]}]},{\"type\":\"listitem\",\"attrs\":{\"id\":\"597bb03e-4bcc-488f-b9e6-d147fa5d1510\"},\"content\":[{\"type\":\"paragraph\",\"attrs\":{\"id\":\"e0db0103-a365-486b-92b5-8779cd54230c\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"未解决问题\"}]}]}]},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"55d13bef-cb57-4c5a-96ff-415e7f08dc7a\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"这比人工从聊天记录里翻半天高效很多。尤其是跨团队项目，会议结束后马上发出结构化纪要，能明显减少后续沟通成本。\"}]},{\"type\":\"heading\",\"attrs\":{\"id\":\"b0e8c95e-829b-4c77-903d-bf130a5e348d\",\"textalign\":\"inherit\",\"indent\":0,\"level\":3,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"3. 故障复盘表达优化\"}]},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"cdf36029-de38-4334-a726-a80503fb17d1\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"技术事故复盘最怕两种情况：一是写得像甩锅，二是写得太技术，业务方看不懂。可以让 ai 帮你把复盘内容改成更中性的表达，例如从“某服务异常导致接口失败”改成“由于依赖服务响应延迟，部分请求未能在预期时间内完成”。\"}]},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"3e2a461b-0bde-49c9-a141-c6a0fee01479\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"这类润色不是为了回避问题，而是让复盘更专业、更客观。\"}]},{\"type\":\"horizontalrule\",\"attrs\":{\"id\":\"a15b3f11-12a6-468b-bb6a-413b74b14125\",\"ishoverdraghandle\":false}},{\"type\":\"image\",\"attrs\":{\"id\":\"1e2cbc82-d076-4a3e-9419-2449b56b476f\",\"src\":\"https://developer.qcloudimg.com/http-save/audit-12520982/2c714be1726561bf553c5c335ab1d2f4.png\",\"extension\":\"png\",\"align\":\"center\",\"alt\":\"\",\"showalt\":false,\"href\":\"\",\"boxshadow\":\"\",\"width\":1098,\"aspectratio\":\"1.500000\",\"status\":\"success\",\"showtext\":true,\"ispercentage\":false,\"percentage\":0,\"ishoverdraghandle\":false}},{\"type\":\"horizontalrule\",\"attrs\":{\"id\":\"9c803184-4207-4c98-9b68-d6e5a443bc83\",\"ishoverdraghandle\":false}},{\"type\":\"heading\",\"attrs\":{\"id\":\"5e863ed2-1bbf-4f11-8bae-694d7ff27007\",\"textalign\":\"inherit\",\"indent\":0,\"level\":2,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"三、学习和调研：ai 更像一个“随叫随到的技术编辑”\"}]},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"58451bfa-ed90-4cee-a293-a81a2b1b2b82\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"开发者学习新技术，经常遇到两个问题：资料太多、质量不一。搜索引擎给的是链接，社区帖子给的是经验，官方文档又偏完整但不一定好读。ai 的优势在于，它能把复杂内容重新组织成适合你的学习路径。\"}]},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"f4cc357b-ae21-4a30-bb4e-0202017adaa2\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"比如你想快速了解大模型应用开发，不需要一上来就啃一堆论文。可以让 ai 按以下方式输出：\"}]},{\"type\":\"bulletlist\",\"attrs\":{\"id\":\"b073aef3-3b94-44d2-9424-ac88168db327\",\"ishoverdraghandle\":false},\"content\":[{\"type\":\"listitem\",\"attrs\":{\"id\":\"4591b547-87d8-4edb-9123-841a3b4f0aa9\"},\"content\":[{\"type\":\"paragraph\",\"attrs\":{\"id\":\"61a0a640-f96f-414e-b3bb-1613641c97b2\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"先解释核心概念\"}]}]},{\"type\":\"listitem\",\"attrs\":{\"id\":\"d0168f57-0518-4c1b-adb1-783312ea9e54\"},\"content\":[{\"type\":\"paragraph\",\"attrs\":{\"id\":\"6d223539-714a-4d90-ad14-ac8c88f3d8d1\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"再列出必须掌握的技术栈\"}]}]},{\"type\":\"listitem\",\"attrs\":{\"id\":\"2bdd7a12-42e7-4bfa-bec4-61bd48a12c3d\"},\"content\":[{\"type\":\"paragraph\",\"attrs\":{\"id\":\"4877b30d-1411-435c-8820-dab9219842bb\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"给出一周学习计划\"}]}]},{\"type\":\"listitem\",\"attrs\":{\"id\":\"273116f1-05cb-4298-931c-798fe4a10e1b\"},\"content\":[{\"type\":\"paragraph\",\"attrs\":{\"id\":\"c6164e4c-fe21-411c-9621-0ff9746862e0\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"推荐实践项目\"}]}]},{\"type\":\"listitem\",\"attrs\":{\"id\":\"d94bdbe0-e302-4cc4-b4a0-f75a87e94d3b\"},\"content\":[{\"type\":\"paragraph\",\"attrs\":{\"id\":\"3e537f69-758d-4bbd-bc65-f006dc6bf12e\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"标注容易踩坑的地方\"}]}]}]},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"5a09f08f-4da9-45a3-b0ef-d4510bd1074b\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"这对开发者非常友好，因为它不是简单给你答案，而是帮你建立知识结构。\"}]},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"1542164b-55d1-45cc-9bae-b30f58584ddb\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"我比较推荐的一种用法是“反向提问”。不要只问“什么是 rag”，而是问：\"}]},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"443f1868-626a-44a5-885e-232d1732128b\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"“如果我要在企业知识库中落地 rag，请从技术选型、数据处理、向量数据库、权限控制、效果评估几个角度给我一份调研提纲。”\"}]},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"39c040dd-eb13-4298-8138-5a9de9174a77\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"这样得到的内容更接近真实工作场景。\"}]},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"217faee0-e25e-404d-9d48-f3ade5b113bd\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"此外，多模型对比也很有价值。有的模型适合中文总结，有的模型适合逻辑推理，有的模型在长文本处理上更稳定。开发者可以把同一个问题分别交给不同模型，看回答结构、细节深度和可执行性。长期下来，你会形成自己的“模型使用手册”。\"}]},{\"type\":\"horizontalrule\",\"attrs\":{\"id\":\"ff4f15af-e335-4011-af3b-0386661299df\",\"ishoverdraghandle\":false}},{\"type\":\"heading\",\"attrs\":{\"id\":\"0d866426-249c-45fc-9b0f-59000ea270d3\",\"textalign\":\"inherit\",\"indent\":0,\"level\":2,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"四、提示词不是玄学：关键是把上下文说清楚\"}]},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"ed769dc4-ce10-45b0-aa59-eada1b945695\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"很多人觉得 ai 回答质量不稳定，其实问题往往出在提问方式上。对开发者来说，提示词不需要写得花哨，重点是上下文、角色、目标、格式。\"}]},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"02530eef-c837-4231-9efa-c041782c40f7\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"一个比较通用的结构是：\"}]},{\"type\":\"bulletlist\",\"attrs\":{\"id\":\"cbbaf820-e28d-46d5-9358-0115a148e4e3\",\"ishoverdraghandle\":false},\"content\":[{\"type\":\"listitem\",\"attrs\":{\"id\":\"1e30dadc-d5ab-49b4-8b95-37a9fce4bbd3\"},\"content\":[{\"type\":\"paragraph\",\"attrs\":{\"id\":\"7cd06223-fbd8-4a46-a434-993f08b7003c\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"背景：我要做什么\"}]}]},{\"type\":\"listitem\",\"attrs\":{\"id\":\"324f7953-c964-4380-9f51-e37cfebc650b\"},\"content\":[{\"type\":\"paragraph\",\"attrs\":{\"id\":\"fc4d85d8-c1ad-455e-a2fe-eb6f13f8928d\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"角色：你扮演谁\"}]}]},{\"type\":\"listitem\",\"attrs\":{\"id\":\"df5acf29-b74d-4571-9dde-f9a06963ddc3\"},\"content\":[{\"type\":\"paragraph\",\"attrs\":{\"id\":\"5f2b16b6-4039-4739-b2d6-c00fe4f1a2e2\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"目标：希望得到什么结果\"}]}]},{\"type\":\"listitem\",\"attrs\":{\"id\":\"dbe566d8-4efc-4426-a1a3-b6e897f17f6b\"},\"content\":[{\"type\":\"paragraph\",\"attrs\":{\"id\":\"878c6376-e3c5-48d8-8559-d1d92d5734e0\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"限制：不要包含什么\"}]}]},{\"type\":\"listitem\",\"attrs\":{\"id\":\"06092313-6efe-42f1-9d3f-d408006b98fa\"},\"content\":[{\"type\":\"paragraph\",\"attrs\":{\"id\":\"8e9b477f-65f8-4fa6-b0ba-fd83b3104e76\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"输出格式：用表格、清单还是分段\"}]}]}]},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"db22356f-b183-40ef-a7f6-93bde2f9e8d9\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"比如你要准备一次技术分享，不要只说“帮我写一篇关于微服务的文章”。可以这样问：\"}]},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"564d25fd-012a-470d-a7dc-f6ed37dc0e57\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"“你是一名后端架构师，请面向有 2 年经验的 java 开发者，生成一份微服务治理主题分享大纲。要求包含服务注册、限流、熔断、链路追踪和配置中心，每部分给出实际场景和常见误区。”\"}]},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"52f577df-47d0-45dc-934d-996de7a185d6\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"这样生成结果会稳定很多。\"}]},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"a2b9c762-935d-4e30-928a-51053e712b72\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"ai 不是读心工具。你给的信息越具体，它越能接近你想要的结果。技术人天然擅长定义输入输出，所以其实比普通用户更适合用好 ai。\"}]},{\"type\":\"horizontalrule\",\"attrs\":{\"id\":\"a5bf57cf-f655-48c9-8f88-2e53386f7040\",\"ishoverdraghandle\":false}},{\"type\":\"image\",\"attrs\":{\"id\":\"48cba1e9-efb1-4ee4-8be1-57e2c5d23e51\",\"src\":\"https://developer.qcloudimg.com/http-save/audit-12520982/bc1fb5480317dca39defcb23602093c8.png\",\"extension\":\"png\",\"align\":\"center\",\"alt\":\"\",\"showalt\":false,\"href\":\"\",\"boxshadow\":\"\",\"width\":1098,\"aspectratio\":\"1.500000\",\"status\":\"success\",\"showtext\":true,\"ispercentage\":false,\"percentage\":0,\"ishoverdraghandle\":false}},{\"type\":\"horizontalrule\",\"attrs\":{\"id\":\"9443092d-3c9f-409c-9ea8-5a95a81b05fc\",\"ishoverdraghandle\":false}},{\"type\":\"heading\",\"attrs\":{\"id\":\"7e5f8cc2-186e-487a-925a-c15068d47b07\",\"textalign\":\"inherit\",\"indent\":0,\"level\":2,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"五、趋势判断：未来的开发者，不只是“会调用 ai”\"}]},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"9038e66d-3b33-404b-bed5-33c682d6c6a8\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"从行业趋势看，ai 工具的竞争已经从“能不能回答”进入“能不能进入工作流”。对开发者而言，下一阶段的效率差距，不在于谁知道更多工具，而在于谁能把 ai 固化到自己的工作流程里。\"}]},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"368ae9f9-cafb-4419-8f64-62bbe18e37e9\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"比如：\"}]},{\"type\":\"bulletlist\",\"attrs\":{\"id\":\"1dc63eec-66bb-4e9f-8d3d-58ca3fa2cada\",\"ishoverdraghandle\":false},\"content\":[{\"type\":\"listitem\",\"attrs\":{\"id\":\"5744e161-9220-425b-a17d-0718e770da40\"},\"content\":[{\"type\":\"paragraph\",\"attrs\":{\"id\":\"4320e52e-bb68-4f23-8f8b-4d1132c68702\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"需求评审前，用 ai 做风险清单\"}]}]},{\"type\":\"listitem\",\"attrs\":{\"id\":\"97a7b448-078e-488b-989c-c7657dbc9c7c\"},\"content\":[{\"type\":\"paragraph\",\"attrs\":{\"id\":\"e7a66cb9-a256-479f-ac62-adc3267cbfe2\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"开发前，用 ai 生成方案大纲\"}]}]},{\"type\":\"listitem\",\"attrs\":{\"id\":\"3394b7f2-8d00-445d-8f77-eaeafadbcf82\"},\"content\":[{\"type\":\"paragraph\",\"attrs\":{\"id\":\"9620e732-bf6d-42bd-b94e-000d3a884019\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"联调前，用 ai 检查接口边界\"}]}]},{\"type\":\"listitem\",\"attrs\":{\"id\":\"0e9bbb26-0ff7-4226-97f3-144dc668a6ba\"},\"content\":[{\"type\":\"paragraph\",\"attrs\":{\"id\":\"530e9a6f-77ce-4cc0-80d3-4c073bedf101\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"上线前，用 ai 整理发布说明\"}]}]},{\"type\":\"listitem\",\"attrs\":{\"id\":\"1bdddcd9-9ae4-4b91-b75e-c08390203eac\"},\"content\":[{\"type\":\"paragraph\",\"attrs\":{\"id\":\"58a5dbc1-da59-4a36-baab-091a5a6c40a6\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"复盘时，用 ai 优化表达结构\"}]}]},{\"type\":\"listitem\",\"attrs\":{\"id\":\"d3537165-291e-460c-9986-359beb9d8b5b\"},\"content\":[{\"type\":\"paragraph\",\"attrs\":{\"id\":\"00fe2f1b-eef2-4376-b1a9-5c93a6a19af2\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"学习时，用 ai 制定路径并提问追踪\"}]}]}]},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"f2265914-4bca-46aa-8617-d39abf438403\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"这些动作单独看都不复杂，但持续执行，会让一个人的输出质量明显提升。\"}]},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"6bf0f42d-7d3d-4cd7-994e-5d3b5de905f8\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"当然，也要保持基本判断。ai 生成的内容不能直接当结论，尤其涉及架构选型、安全策略、成本评估、合规要求时，必须结合真实业务和团队经验复核。它更适合做“副驾驶”，而不是替你拍板的负责人。\"}]},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"8c04d211-60fb-4956-836b-4b8c8d3e90d2\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"text\":\"我的结论是：技术人使用 chatgpt，不应该停留在“让它帮我写一段代码”。更高效的方式，是把它当成一个能快速整理信息、补全视角、优化表达、辅助决策的工作伙伴。谁能把这些非代码能力用熟，谁就能在日常研发、协作和学习中提前拿到效率红利。\"}]},{\"type\":\"horizontalrule\",\"attrs\":{\"id\":\"9da62306-e05a-433e-adaa-72844c096463\",\"ishoverdraghandle\":false}},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"bc6f07fa-fef5-46a4-ab42-343e516b8173\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false}},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"c655220a-9ad0-4252-bde6-d1318f7d4854\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"marks\":[{\"type\":\"italic\"}],\"text\":\"注：本文配图由chatgpt image-2 辅助生成。\"}]},{\"type\":\"paragraph\",\"attrs\":{\"id\":\"b41fb761-aa9b-42c6-88ee-c591d84ea17e\",\"textalign\":\"inherit\",\"indent\":0,\"color\":null,\"background\":null,\"ishoverdraghandle\":false},\"content\":[{\"type\":\"text\",\"marks\":[{\"type\":\"italic\"}],\"text\":\"【本文完】\"}]}]}
