{"id":10080,"date":"2025-05-16T21:08:29","date_gmt":"2025-05-16T13:08:29","guid":{"rendered":"https:\/\/ai-stack.ai\/?p=10080"},"modified":"2025-06-16T23:56:04","modified_gmt":"2025-06-16T15:56:04","slug":"vibecoding2025","status":"publish","type":"post","link":"https:\/\/ai-stack.ai\/zh-hant\/vibecoding2025","title":{"rendered":"2025 \u5e74\u5b8c\u6574\u7248 Vibe Coding \u6df1\u5ea6\u6307\u5357"},"content":{"rendered":"\n<h3 class=\"wp-block-heading\"><strong>\u5f9e\u300c\u62d6\u62c9\u5f0f\u7db2\u7ad9\u300d\u5230\u300c\u4e00\u53e5\u8a71\u7522\u751f\u6574\u500b\u5c08\u6848\u300d<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u5982\u679c\u4f60\u53ea\u807d\u904e ChatGPT\uff0c\u6216\u9802\u591a\u7528\u904e Lovable \u751f\u7db2\u7ad9\uff0c\u672c\u7bc7\u5c07\u5e36\u4f60\u4e00\u8def\u8d70\u5230 Cursor\uff0fWindsurf \u7b49 Vibe IDE\uff0c\u4e26\u88dc\u8db3 Claude\u3001Gemini \u7b49\u540d\u5b57\u5230\u5e95\u5728\u505a\u4ec0\u9ebc\u3002\u8b80\u5b8c\u53ef\u4ee5\u76f4\u63a5\u52d5\u624b\u2014\u2014\u6216\u52d5\u5634\u2014\u2014\u958b\u767c\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>1 | \u4ec0\u9ebc\u662f Vibe Coding\uff1f<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u5b9a\u7fa9<\/strong><strong><br><\/strong> Vibe Coding\uff08\u53c8\u5beb\u4f5c <em>vibecoding<\/em>\uff09\u662f\u4e00\u7a2e\u300c\u4ee5\u81ea\u7136\u8a9e\u8a00\u63d0\u793a\u9a45\u52d5\u5927\u578b\u8a9e\u8a00\u6a21\u578b\uff08LLM\uff09\uff0c\u7531 AI \u76f4\u63a5\u7522\u751f\u4e26\u8fed\u4ee3\u7a0b\u5f0f\u78bc\u300d\u7684\u958b\u767c\u6a21\u5f0f\u3002\u6982\u5ff5\u7531\u524d OpenAI \u7814\u7a76\u7e3d\u76e3 <strong>Andrej Karpathy<\/strong> \u5728 2025 \u5e74 2 \u6708 X (Twitter) \u767c\u6587\u63d0\u51fa\uff1a\u300cThere\u2019s a new kind of coding I call <em>vibe coding<\/em>\u2026\u300d<a href=\"https:\/\/x.com\/karpathy\/status\/1886192184808149383?lang=en&amp;utm_source=chatgpt.com\">X (formerly Twitter)<\/a><\/p>\n\n\n\n<p class=\"wp-block-paragraph\">\u4f60\u63cf\u8ff0 <em>\u60f3\u505a\u4ec0\u9ebc<\/em> \u279c AI \u628a\u7a0b\u5f0f\u78bc\u5168\u5beb\u597d \u279c \u4eba\u53ea\u505a\u6e2c\u8a66\u8207\u5fae\u8abf\u3002<\/p>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u80cc\u666f\u8108\u7d61<\/strong><\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>No-code\/Low-code \u8b93\u300c\u62d6\u62c9\u5143\u4ef6\u300d\u53d6\u4ee3\u4e86\u624b\u5beb\u8a9e\u6cd5\uff1b<br><\/li>\n\n\n\n<li>Vibe Coding \u66f4\u9032\u4e00\u6b65\uff0c\u628a\u300c\u62d6\u62c9\u300d\u4e5f\u6d88\u6ec5\u2014\u2014\u53ea\u5269\u300c\u5c0d\u8a71\u300d\u3002<br><\/li>\n<\/ul>\n\n\n\n<p class=\"wp-block-paragraph\">IBM \u628a\u5b83\u7a31\u70ba\u300c\u5f9e\u610f\u5716 (intent) \u76f4\u63a5\u5230\u53ef\u57f7\u884c\u4ee3\u78bc\u300d\u7684\u65b0\u4e16\u4ee3\u8edf\u9ad4\u751f\u7522\u6a21\u5f0f\u3002<a href=\"https:\/\/www.ibm.com\/think\/topics\/vibe-coding?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noopener\">IBM<\/a><\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>2 | \u70ba\u4f55 2025 \u5ffd\u7136\u5927\u7206\u767c\uff1f<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u91cc\u7a0b\u7891<\/strong><\/td><td><strong>\u8aaa\u660e<\/strong><\/td><\/tr><tr><td><strong>2023\u201324<\/strong><\/td><td>ChatGPT \u628a\u300cAI \u5e6b\u5fd9\u5beb\u5e7e\u884c\u7a0b\u5f0f\u300d\u63a8\u5411\u5927\u773e\u3002<\/td><\/tr><tr><td><strong>2025 \/ 02<\/strong><\/td><td>Karpathy \u6b63\u5f0f\u547d\u540d <em>Vibe Coding<\/em>\uff0c\u5a92\u9ad4\u8ddf\u9032\u5831\u5c0e\u3002<\/td><\/tr><tr><td><strong>2025 \/ 05<\/strong><\/td><td>OpenAI \u5ba3\u5e03\u4ee5 <strong>30 \u5104\u7f8e\u5143<\/strong>\u4f75\u8cfc AI \u7de8\u8f2f\u5668 <strong>Windsurf\uff08\u524d Codeium\uff09<\/strong>\uff0c\u6295\u4e0b\u7522\u696d\u9707\u64bc\u5f48\u3002<a href=\"https:\/\/www.bloomberg.com\/news\/articles\/2025-05-06\/openai-reaches-agreement-to-buy-startup-windsurf-for-3-billion?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noopener\">\u5f6d\u535a\u793e<\/a><a href=\"https:\/\/www.reuters.com\/business\/openai-agrees-buy-windsurf-about-3-billion-bloomberg-news-reports-2025-05-06\/?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noopener\">Reuters<\/a><\/td><\/tr><tr><td><strong>2025 \/ 05\u201306<\/strong><\/td><td>TikTok\u300c30 \u5206\u9418\u505a\u5b8c App\u300d\u5f71\u7247\u7834\u767e\u652f\uff1bAmazon AWS \u526f\u7e3d\u88c1\u6307\u51fa\u300cNAB \u534a\u6578\u751f\u7522\u4ee3\u78bc\u7531 AI \u751f\u7522\u300d\u3002<a href=\"https:\/\/www.businessinsider.com\/amazon-q-developer-ai-vibe-coding-aws-2025-4?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noopener\">Business Insider<\/a><\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u95dc\u9375\u8a0a\u865f<\/strong>\uff1a\u5de8\u982d\u6295\u8cc7\u3001\u7528\u4f8b\u6210\u719f\u3001\u793e\u7fa4\u760b\u50b3\uff0c\u4e09\u8005\u540c\u6642\u5230\u4f4d\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>3 | \u6838\u5fc3\u5de5\u4f5c\u6d41\u7a0b\uff08\u653e\u5927\u89e3\u5256\uff09<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u6b65\u9a5f<\/strong><\/td><td><strong>\u4f60\u5728\u505a\u4ec0\u9ebc<\/strong><\/td><td><strong>AI \u5728\u505a\u4ec0\u9ebc<\/strong><\/td><td><strong>\u6ce8\u610f\u4e8b\u9805<\/strong><\/td><\/tr><tr><td><strong>Prompt<\/strong><\/td><td>\u7528\u4eba\u8a71\u63cf\u8ff0\u529f\u80fd\u3001\u7d04\u675f\u3001\u98a8\u683c<\/td><td>\u628a\u8a9e\u53e5\u8f49\u70ba\u7a0b\u5f0f\u8a2d\u8a08\u76ee\u6a19<\/td><td>\u5148\u62c6\u5c0f\u984c\uff0c\u6e1b\u5c11\u542b\u7cca<\/td><\/tr><tr><td><strong>\u751f\u6210<\/strong><\/td><td>\u7b49\u5f85\u7d50\u679c<\/td><td>\u7522\u51fa\u524d\u7aef \/ \u5f8c\u7aef \/ \u6e2c\u8a66\u78bc<\/td><td>\u6307\u5b9a\u8a9e\u8a00\u8207\u6846\u67b6<\/td><\/tr><tr><td><strong>\u5be9\u6838<\/strong><\/td><td>\u57f7\u884c\u3001\u8dd1\u6e2c\u8a66\u3001\u63d0\u554f<\/td><td>\u56de\u7b54\u7591\u554f\u3001\u4fee\u6b63\u932f\u8aa4<\/td><td>\u4fdd\u6301 Git \u63d0\u4ea4\uff0c\u65b9\u4fbf\u56de\u6efe<\/td><\/tr><tr><td><strong>\u8fed\u4ee3<\/strong><\/td><td>\u8ffd\u52a0\u9700\u6c42\u3001\u512a\u5316\u6548\u80fd<\/td><td>\u5168\u6848\u91cd\u69cb\u3001\u8de8\u6a94\u6848 Diff<\/td><td>\u6bcf\u8f2a\u90fd\u8981\u81ea\u52d5\u6e2c\u8a66<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\"><strong>\u597d\u6bd4\u8207\u6975\u901f Pair-Programmer \u5408\u4f5c<\/strong>\u2500\u2500\u4f60\u8b1b\u9700\u6c42\uff0c\u4ed6\u79d2\u5beb Code\uff0c\u518d\u4e00\u8d77\u6539\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>4 | \u5de5\u5177\u751f\u614b\uff1a\u8ab0\u5728\u73a9\u54ea\u500b\u4f4d\u7f6e\uff1f<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u540d\u7a31<\/strong><\/td><td><strong>\u985e\u578b<\/strong><\/td><td><strong>\u4e00\u53e5\u8a71\u5b9a\u4f4d<\/strong><\/td><td><strong>\u5b78\u7fd2\u66f2\u7dda<\/strong><\/td><td><strong>\u5178\u578b\u50f9\u683c<\/strong><\/td><\/tr><tr><td><strong>ChatGPT<\/strong><\/td><td>\u804a\u5929\u5f0f LLM<\/td><td>\u6700\u77e5\u540d\uff0c\u7a0b\u5f0f\u5efa\u8b70 + \u5716\u7247\u751f\u6210<\/td><td>\u2605<\/td><td>\u514d\u8cbb \/ Plus US$20<\/td><\/tr><tr><td><strong>Claude<\/strong><\/td><td>\u804a\u5929\u5f0f LLM<\/td><td>\u8d85\u9577\u4e0a\u4e0b\u6587\uff0c\u9069\u5408\u8b80\u5927\u5c08\u6848<\/td><td>\u2605<\/td><td>\u514d\u8cbb \/ Plus US$20<\/td><\/tr><tr><td><strong>Gemini<\/strong><\/td><td>\u591a\u6a21\u614b LLM<\/td><td>Google \u65d7\u4e0b\uff0c\u53ef\u770b\u5716\u3001\u6574\u5408 Docs<\/td><td>\u2605<\/td><td>Advanced US$19.9<\/td><\/tr><tr><td><strong>Lovable.ai<\/strong><\/td><td>AI \u7db2\u7ad9\u751f\u6210\u5668<\/td><td>\u300cIdea \u2192 App in seconds\u300d\uff1b\u53ef\u532f\u5165 Figma<\/td><td>\u2605\u2605<\/td><td>Free \/ Pro US$25<\/td><\/tr><tr><td><strong>Cursor<\/strong><\/td><td>AI-first IDE<\/td><td>VS Code \u5206\u652f\uff0c\u9078\u6bb5\u5373\u53ef\u91cd\u69cb<\/td><td>\u2605\u2605\u2605<\/td><td>Pro US$20 \/ \u6708<\/td><\/tr><tr><td><strong>Windsurf<\/strong><\/td><td>\u96f2\u7aef Vibe IDE<\/td><td>\u88ab OpenAI \u4f75\u8cfc\uff1b\u591a\u4eba\u6210\u5c0d\u8a71\u5f0f\u91cd\u69cb<\/td><td>\u2605\u2605\u2605<\/td><td>Free \/ Pro US$15<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<p class=\"wp-block-paragraph\">\u2605 \u8d8a\u591a = \u8d8a\u9700\u8981\u7a0b\u5f0f\u57fa\u790e\u3002<\/p>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>5 | \u5be6\u6230\u6848\u4f8b\uff1a\u628a\u300c\u4e00\u9801\u5f0f\u6d3b\u52d5\u7ad9\u300d\u505a\u5230\u5e95<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-embed is-type-video is-provider-youtube wp-block-embed-youtube wp-embed-aspect-16-9 wp-has-aspect-ratio\"><div class=\"wp-block-embed__wrapper\">\n<span class=\"embed-youtube\" style=\"text-align:center; display: block;\"><iframe class=\"youtube-player\" width=\"1300\" height=\"732\" src=\"https:\/\/www.youtube.com\/embed\/zDFY--jbaeU?version=3&#038;rel=1&#038;showsearch=0&#038;showinfo=1&#038;iv_load_policy=1&#038;fs=1&#038;hl=zh-TW&#038;autohide=2&#038;wmode=transparent\" allowfullscreen=\"true\" style=\"border:0;\" sandbox=\"allow-scripts allow-same-origin allow-popups allow-presentation allow-popups-to-escape-sandbox\"><\/iframe><\/span>\n<\/div><\/figure>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>5-1 \u5148\u7528 Lovable \u751f\u51fa MVP<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u767b\u5165 <a href=\"https:\/\/lovable.dev\/\" data-type=\"link\" data-id=\"https:\/\/lovable.dev\/\" target=\"_blank\" rel=\"noopener\">Lovable<\/a> \u279c \u586b\u4e00\u53e5\u8a71\uff1a<br>\u300c\u5e6b\u6211\u505a\u4e00\u9801\u5f0f\u6bcd\u89aa\u7bc0\u6d3b\u52d5\uff0c\u7c89\u8272\u8abf\uff0c\u542b\u5012\u6578\u8a08\u6642\u8207\u8868\u55ae\u6536\u96c6\u300d\u00a0\u00a0<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">30 \u79d2\u5f97\u5230\u53ef\u904b\u884c\u7db2\u7ad9\uff08\u542b\u5bc4\u5230\u81ea\u8a02\u5b50\u7db2\u57df\uff09\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>5-2 \u7528 ChatGPT \u5feb\u901f\u6539\u6587\u6848<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">\u300c\u628a\u6240\u6709\u300e\u65e9\u9ce5\u300f\u6539\u6210\u300e\u9650\u6642\u300f\uff0cCTA \u6309\u9215\u984f\u8272\u63db #B94A6F\u3002\u300d<\/p>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>5-3 \u9032\u968e\uff1a\u642c\u5230 Cursor \u6df1\u5ea6\u5ba2\u88fd<\/strong><\/h3>\n\n\n\n<p class=\"wp-block-paragraph\">git clone https:\/\/github.com\/your-lovable-mvp.git<\/p>\n\n\n\n<p class=\"wp-block-paragraph\">cursor .<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u9078\u53d6 HeroSection.tsx \u2192 \u2318K \u2192<br><br><br>\u300c\u6539\u6210\u6697\u8272\u7cfb\uff0c\u80cc\u666f\u7528\u73bb\u7483\u64ec\u614b\uff0c\u65b0\u589e FAQSection\u3002\u300d<br><br><\/li>\n\n\n\n<li>30 \u79d2\u5f8c\uff0cCursor \u540c\u6b65\u4fee\u6539\u591a\u6a94\u6848\uff0b\u65b0\u589e FAQSection.tsx \u8207 SCSS\u3002<br><\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\"><strong>5-4 \u518d\u5347\u7d1a\u5230 Windsurf\uff08\u5718\u968a\u5354\u4f5c\u60c5\u5883\uff09<\/strong><\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u76f4\u63a5\u628a GitHub Repo \u9023\u5230 Windsurf\u3002<br><\/li>\n\n\n\n<li>\u5728 PR \u8996\u5716\u8f38\u5165\uff1a<br><br><br>\u300c\u91cd\u69cb\u91cd\u8907 CSS\uff0c\u63d0\u53d6\u5230 shared Card.css\uff0c\u4e26\u5beb Jest snapshot \u6e2c\u8a66\u3002\u300d<br><br><\/li>\n\n\n\n<li>Windsurf \u7522\u51fa Diff + \u6e2c\u8a66\u6a94\uff1b\u9ede\u64ca <strong>\u201cApply &amp; Commit\u201d<\/strong> \u5373\u53ef\u3002<br><\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>6 | \u63d0\u793a\u5de5\u7a0b\u9032\u968e\u6280\u5de7<\/strong><\/h2>\n\n\n\n<ol class=\"wp-block-list\">\n<li><strong>\u5206\u5c64\u63d0\u554f<\/strong><strong><br><\/strong>\n<ul class=\"wp-block-list\">\n<li><em>\u9ad8\u5c64<\/em>\uff1a\u8aaa\u660e\u5546\u696d\u76ee\u6a19\u3001\u6838\u5fc3 KPI\u3002<br><\/li>\n\n\n\n<li><em>\u4e2d\u5c64<\/em>\uff1a\u6558\u8ff0\u9801\u9762\u5340\u584a\u3001API \u4ecb\u9762\u3002<br><\/li>\n\n\n\n<li><em>\u4f4e\u5c64<\/em>\uff1a\u6307\u5b9a\u6a94\u6848\u4f4d\u7f6e\u3001\u51fd\u5f0f\u540d\u7a31\u3002<br><\/li>\n<\/ul>\n<\/li>\n\n\n\n<li><strong>Few-Shot \u793a\u4f8b<\/strong><strong><br><\/strong> \u63d0\u4f9b\u300c\u671f\u5f85\u7684\u8f38\u51fa\u683c\u5f0f\u300d\uff0cAI \u6703\u5c0d\u9f4a\u98a8\u683c\u3002<br><\/li>\n\n\n\n<li><strong>\u9023\u9396\u63d0\u793a (Chain-of-Thought)<\/strong><strong><br><\/strong> \u5148\u8981 AI \u898f\u5283\u6b65\u9a5f\uff0c\u518d\u8981\u5b83\u5be6\u4f5c\uff0c\u53ef\u6e1b\u5c11\u908f\u8f2f\u932f\u8aa4\u3002<br><\/li>\n\n\n\n<li><strong>\u81ea\u52d5\u6e2c\u8a66\u751f\u6210<br><\/strong> \u7d50\u5c3e\u52a0\u4e00\u53e5\uff1a<br>\u300c\u4e26\u70ba\u4e0a\u8ff0\u529f\u80fd\u751f\u6210 Jest \u55ae\u5143\u6e2c\u8a66\u8207\u89e3\u91cb\u6e2c\u8a66\u91cd\u9ede\u3002\u300d<br><br><\/li>\n<\/ol>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>7 | \u98a8\u96aa\u3001\u6cd5\u9075\u8207\u6cbb\u7406<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u98a8\u96aa<\/strong><\/td><td><strong>\u5177\u9ad4\u60c5\u5883<\/strong><\/td><td><strong>\u7de9\u89e3\u63aa\u65bd<\/strong><\/td><\/tr><tr><td><strong>\u6388\u6b0a\u885d\u7a81<\/strong><\/td><td>AI \u647b\u5165 GPL \u7247\u6bb5<\/td><td>\u5f15\u5165 SPDX \u6bd4\u5c0d + \u4eba\u5de5\u5be9\u67e5<\/td><\/tr><tr><td><strong>\u96b1\u85cf\u6f0f\u6d1e<\/strong><\/td><td>XSS \/ SQL Injection \u672a\u6355\u6349<\/td><td>SAST\u3001DAST\u3001e2e \u5168\u90e8\u8dd1\u4e00\u6b21<\/td><\/tr><tr><td><strong>\u751f\u6210\u6210\u672c\u98c6\u9ad8<\/strong><\/td><td>GPT-4o Token \u56de\u547c\u904e\u5ea6<\/td><td>\u8a2d Token \u914d\u984d + Cache<\/td><\/tr><tr><td><strong>\u7dad\u8b77\u56f0\u96e3<\/strong><\/td><td>\u751f\u6210\u78bc\u7f3a\u4e4f\u8a3b\u89e3<\/td><td>\u8981\u6c42 AI \u540c\u6b65\u751f\u6210\u8a3b\u89e3\uff0b\u67b6\u69cb\u5716<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>8 | \u8077\u6daf\u8207\u5e02\u5834\u8da8\u52e2<\/strong><\/h2>\n\n\n\n<ul class=\"wp-block-list\">\n<li><strong>AWS \u7d71\u8a08<\/strong>\uff1a\u6fb3\u6d32\u570b\u5bb6\u9280\u884c\u5df2\u6709 <em>50 %<\/em> \u751f\u7522\u4ee3\u78bc\u7531 AI \u7522\u751f\u3002<a href=\"https:\/\/www.businessinsider.com\/amazon-q-developer-ai-vibe-coding-aws-2025-4?utm_source=chatgpt.com\" target=\"_blank\" rel=\"noopener\">Business Insider<br><\/a><\/li>\n\n\n\n<li><strong>\u62db\u52df\u65b9\u5411<\/strong>\uff1a<br>\n<ol class=\"wp-block-list\">\n<li><strong>Prompt Engineer \/ AI Pair-Programming Lead<\/strong>\uff1a\u61c2\u6846\u67b6 + \u61c2\u63d0\u554f\u3002<br><\/li>\n\n\n\n<li><strong>AI Governance Engineer<\/strong>\uff1a\u8ca0\u8cac\u5b89\u5168\u3001\u6388\u6b0a\u3001\u6210\u672c\u7ba1\u63a7\u3002<br><\/li>\n<\/ol>\n<\/li>\n\n\n\n<li><strong>\u6838\u5fc3\u80fd\u529b\u8f49\u79fb<\/strong>\uff1a<br>\n<ol class=\"wp-block-list\">\n<li>\u62bd\u8c61\u601d\u8003\u529b \u2192 \u80fd\u62c6\u554f\u984c\uff1b<br><\/li>\n\n\n\n<li>\u9805\u76ee\u7ba1\u7406 \u2192 \u80fd\u5b9a\u7fa9\u9700\u6c42\u8207\u9a57\u6536\uff1b<br><\/li>\n\n\n\n<li>\u8cc7\u5b89\u8207\u6e2c\u8a66 \u2192 \u4fdd\u8b49\u54c1\u8cea\u3002<br><\/li>\n<\/ol>\n<\/li>\n<\/ul>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>9 | \u4f60\u7684\u884c\u52d5\u8a08\u5283\uff0830 \u5929\u8def\u7dda\u5716\uff09<\/strong><\/h2>\n\n\n\n<figure class=\"wp-block-table\"><table class=\"has-fixed-layout\"><tbody><tr><td><strong>\u9031\u671f<\/strong><\/td><td><strong>\u76ee\u6a19<\/strong><\/td><td><strong>\u6307\u6a19\u4efb\u52d9<\/strong><\/td><\/tr><tr><td><strong>Week 1<\/strong><\/td><td>\u6253\u57fa\u790e<\/td><td>\u5728 ChatGPT \u7528 prompt \u7522\u51fa 3 \u500b Python \u5c0f\u8173\u672c\uff0c\u4e86\u89e3\u6d41\u7a0b<\/td><\/tr><tr><td><strong>Week 2<\/strong><\/td><td>MVP \u7df4\u5175<\/td><td>\u7528 Lovable \u505a\u4e00\u9801\u5f0f\u6d3b\u52d5\u7ad9\uff1b\u90e8\u7f72\u4e26\u6536\u96c6 10 \u7b46\u8868\u55ae<\/td><\/tr><tr><td><strong>Week 3<\/strong><\/td><td>IDE \u6df1\u6f5b<\/td><td>\u628a MVP \u532f\u5165 Cursor\uff1a\u5b8c\u6210 UI \u91cd\u69cb + \u81ea\u52d5\u5316\u6e2c\u8a66<\/td><\/tr><tr><td><strong>Week 4<\/strong><\/td><td>\u5354\u4f5c\u4e0a\u96f2<\/td><td>\u8207\u670b\u53cb\u5171\u7528 Windsurf Repo\uff0c\u5b8c\u6210 CI\/CD + \u7248\u672c\u63a7\u5236<\/td><\/tr><\/tbody><\/table><\/figure>\n\n\n\n<hr class=\"wp-block-separator has-alpha-channel-opacity\"\/>\n\n\n\n<h2 class=\"wp-block-heading\"><strong>10 | \u7d50\u8a9e<\/strong><\/h2>\n\n\n\n<p class=\"wp-block-paragraph\">Vibe Coding \u628a\u300c\u8edf\u9ad4\u958b\u767c\u300d\u5f9e\u6572\u9375\u76e4\u5347\u7d1a\u70ba\u300c\u5c0d\u8a71\u5f0f\u5275\u4f5c\u300d\u3002\u7576\u62d6\u62c9\u5f0f\u5de5\u5177\u5df2\u7d93\u4e0d\u5920\u5feb\u3001\u6a21\u677f\u4e0d\u5920\u9748\u6d3b\uff0c\u5584\u7528 ChatGPT \u6253\u5e95\u3001Lovable \u901f\u751f\u6210\uff0c\u518d\u9032\u968e\u5230 Cursor\uff0fWindsurf\uff0c\u4f60\u5c31\u80fd\u628a\u300c\u9ede\u5b50 \u279c \u53ef\u7528\u7522\u54c1\u300d\u7684\u8fed\u4ee3\u9031\u671f\u58d3\u5230\u524d\u6240\u672a\u6709\u7684\u6975\u9650\u3002\u6700\u7d42\u52dd\u51fa\u7684\u958b\u767c\u8005\uff0c\u4e0d\u662f\u82f1\u6587\u6253\u5f97\u6700\u5feb\uff0c\u800c\u662f<strong>\u554f\u984c\u62c6\u5f97\u6700\u6e96\u3001\u80fd\u8b93 AI \u5e6b\u4f60\u5b8c\u7f8e\u843d\u5730<\/strong>\u7684\u4eba\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"<p>\u5f9e\u300c\u62d6\u62c9\u5f0f\u7db2\u7ad9\u300d\u5230\u300c\u4e00\u53e5\u8a71\u7522\u751f\u6574\u500b\u5c08\u6848\u300d \u5982\u679c\u4f60\u53ea\u807d\u904e ChatGPT\uff0c\u6216\u9802\u591a\u7528\u904e Lovable \u751f\u7db2\u7ad9\uff0c\u672c\u7bc7\u5c07\u5e36\u4f60\u4e00\u8def\u8d70\u5230 Cursor\uff0fWindsurf \u7b49 Vibe IDE\uff0c\u4e26\u88dc\u8db3 Claude&#8230;<\/p>\n","protected":false},"author":253372376,"featured_media":10083,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_acf_changed":false,"_crdt_document":"","jetpack_post_was_ever_published":false,"_jetpack_newsletter_access":"","_jetpack_dont_email_post_to_subs":false,"_jetpack_newsletter_tier_id":0,"_jetpack_memberships_contains_paywalled_content":false,"_jetpack_memberships_contains_paid_content":false,"footnotes":""},"categories":[96987580,96987573],"tags":[96988095],"class_list":["post-10080","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai-news","category-featured-articles","tag-vibe-coding"],"blocksy_meta":[],"acf":[],"jetpack_featured_media_url":"https:\/\/i0.wp.com\/ai-stack.ai\/wp-content\/uploads\/2025\/05\/%E6%A8%A1%E5%9E%8BA-11.jpg?fit=1920%2C1080&quality=100&ct=202603031250&ssl=1","jetpack_shortlink":"https:\/\/wp.me\/ph344V-2CA","jetpack_sharing_enabled":true,"_links":{"self":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/posts\/10080","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/users\/253372376"}],"replies":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/comments?post=10080"}],"version-history":[{"count":0,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/posts\/10080\/revisions"}],"wp:featuredmedia":[{"embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/media\/10083"}],"wp:attachment":[{"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/media?parent=10080"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/categories?post=10080"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/ai-stack.ai\/zh-hant\/wp-json\/wp\/v2\/tags?post=10080"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}