{"id":1970,"date":"2026-08-04T19:48:45","date_gmt":"2026-08-04T11:48:45","guid":{"rendered":"https:\/\/www.imaseo.com\/blog\/?p=1970"},"modified":"2026-06-22T19:04:16","modified_gmt":"2026-06-22T11:04:16","slug":"say-goodbye-old-coding-embrace-vibe-coding","status":"publish","type":"post","link":"https:\/\/www.imaseo.com\/blog\/ai-tools\/say-goodbye-old-coding-embrace-vibe-coding","title":{"rendered":"\u544a\u522b\u53e4\u6cd5\u6572\u7801\u62e5\u62b1Vibe Coding\uff0c\u7528\u63d0\u793a\u8bcd\u9a7e\u9a6dAI\u9ad8\u6548\u7f16\u7a0b\u771f\u7684\u53ef\u884c\u5417\uff1f"},"content":{"rendered":"<h1>\u544a\u522b\u53e4\u6cd5\u6572\u7801\u62e5\u62b1Vibe Coding\uff0c\u7528\u63d0\u793a\u8bcd\u9a7e\u9a6dAI\u9ad8\u6548\u7f16\u7a0b\u771f\u7684\u53ef\u884c\u5417\uff1f<\/h1>\n<p>\u5728\u7f16\u7a0b\u754c\uff0c\u4e00\u573a\u9759\u6084\u6084\u7684\u9769\u547d\u6b63\u5728\u53d1\u751f\u3002<\/p>\n<p>2025\u5e74\u521d\uff0cOpenAI\u8054\u5408\u521b\u59cb\u4ebaAndrej Karpathy\u5728X\u4e0a\u4e00\u53e5\u770b\u4f3c\u968f\u610f\u7684\u201cvibe coding\u201d\uff0c\u8fc5\u901f\u6210\u4e3a\u6280\u672f\u5708\u6700\u706b\u7684\u8bdd\u9898\u3002\u77ed\u77ed\u51e0\u4e2a\u6708\uff0c\u8fd9\u4e2a\u6982\u5ff5\u4e0d\u4ec5\u767b\u4e0a\u300a\u67ef\u6797\u65af\u8bcd\u5178\u300b\uff0c\u8fd8\u8ba9\u65e0\u6570\u7a0b\u5e8f\u5458\u5f00\u59cb\u53cd\u601d\uff1a\u6211\u4eec\u8fc7\u53bb\u5341\u5e74\u82e6\u82e6\u94bb\u7814\u7684\u201c\u53e4\u6cd5\u6572\u7801\u201d\uff0c\u662f\u4e0d\u662f\u5df2\u7ecf\u8fc7\u65f6\u4e86\uff1f<\/p>\n<p><strong>\u7528\u63d0\u793a\u8bcd\u4ee3\u66ff\u624b\u6572\u4ee3\u7801\uff0c\u771f\u7684\u80fd\u9ad8\u6548\u7f16\u7a0b\u5417\uff1f<\/strong> \u4eca\u5929\u6211\u4eec\u5c31\u6765\u4e00\u573a\u5f7b\u5e95\u62c6\u89e3\u2014\u2014\u4ece\u6982\u5ff5\u5230\u5b9e\u6218\uff0c\u4ece\u4f18\u52bf\u5230\u98ce\u9669\uff0c\u5e2e\u4f60\u770b\u6e05Vibe Coding\u7684\u771f\u9762\u76ee\u3002<\/p>\n<h2>\u4ec0\u4e48\u662fVibe Coding\uff1f\u4e0d\u662f\u968f\u4fbf\u8bf4\u53e5\u8bdd\u5c31\u51fa\u4ee3\u7801<\/h2>\n<p>\u5f88\u591a\u4eba\u5bf9Vibe Coding\u5b58\u5728\u4e25\u91cd\u8bef\u89e3\uff0c\u4ee5\u4e3a\u5c31\u662f\u201c\u5bf9\u7740AI\u558a\u4e00\u53e5\u9700\u6c42\uff0c\u5b83\u5c31\u7ed9\u4f60\u5199\u5b8c\u6574\u4e2a\u9879\u76ee\u201d\u3002<\/p>\n<p>\u8fd9\u5b8c\u5168\u9519\u4e86\u3002<\/p>\n<p>Vibe Coding\uff08\u6c1b\u56f4\u7f16\u7a0b\/\u610f\u56fe\u7f16\u7a0b\uff09\u6700\u65e9\u7531Andrej Karpathy\u63d0\u51fa\uff0c\u5176\u6838\u5fc3\u662f<strong>\u7528\u81ea\u7136\u8bed\u8a00\u6e05\u6670\u8868\u8fbe\u610f\u56fe\uff0c\u901a\u8fc7\u7cbe\u5fc3\u8bbe\u8ba1\u7684\u63d0\u793a\u8bcd\uff08Prompt\uff09\u4e0eAI\u8fdb\u884c\u591a\u8f6e\u5bf9\u8bdd\u534f\u4f5c<\/strong>\u3002\u5f00\u53d1\u8005\u4e0d\u518d\u7ea0\u7ed3\u4e8e\u5177\u4f53\u8bed\u6cd5\u548c\u5e95\u5c42\u5b9e\u73b0\uff0c\u800c\u662f\u4e13\u6ce8\u4e8e\u4ea7\u54c1\u903b\u8f91\u3001\u7528\u6237\u4f53\u9a8c\u548c\u6574\u4f53\u67b6\u6784\u3002<\/p>\n<p>\u7b80\u5355\u6765\u8bf4\uff0c\u5b83\u6709\u4e09\u4e2a\u5173\u952e\u7279\u5f81\uff1a<\/p>\n<ul>\n<li><strong>\u610f\u56fe\u9a71\u52a8<\/strong>\uff1a\u544a\u8bc9AI\u201c\u4f60\u60f3\u8981\u4ec0\u4e48\u201d\uff0c\u800c\u4e0d\u662f\u201c\u600e\u4e48\u5199\u4ee3\u7801\u201d<\/li>\n<li><strong>\u5bf9\u8bdd\u8fed\u4ee3<\/strong>\uff1a\u901a\u8fc7\u6301\u7eed\u5bf9\u8bdd\u4e0d\u65ad\u4f18\u5316AI\u8f93\u51fa\u7684\u7ed3\u679c<\/li>\n<li><strong>\u6c1b\u56f4\u521b\u4f5c<\/strong>\uff1a\u6446\u8131\u7ec6\u8282\u675f\u7f1a\uff0c\u8fdb\u5165\u4e13\u6ce8\u521b\u9020\u7684\u201c\u5fc3\u6d41\u201d\u72b6\u6001<\/li>\n<\/ul>\n<p>\u5b83\u672c\u8d28\u4e0a\u662f\u4e00\u79cd<strong>\u4eba\u673a\u534f\u4f5c\u7684\u65b0\u7f16\u7a0b\u8303\u5f0f<\/strong>\uff0c\u5f00\u53d1\u8005\u4ece\u201c\u7801\u519c\u201d\u8f6c\u53d8\u4e3a\u201cAI\u6307\u6325\u5b98\u201d\u548c\u201c\u4ea7\u54c1 architect\u201d\u3002<\/p>\n<h2>\u53e4\u6cd5\u6572\u7801\u7684\u771f\u5b9e\u75db\u70b9\uff1a\u6211\u4eec\u5230\u5e95\u5728\u548c\u4ec0\u4e48\u6218\u6597\uff1f<\/h2>\n<p>\u51e0\u4e4e\u6bcf\u4e2a\u7a0b\u5e8f\u5458\u90fd\u7ecf\u5386\u8fc7\u8fd9\u79cd\u5d29\u6e83\u65f6\u523b\uff1a<\/p>\n<ul>\n<li>\u82b12\u5c0f\u65f6\u67e5\u6587\u6863\uff0c\u5c31\u4e3a\u89e3\u51b3\u4e00\u4e2aAPI\u8c03\u7528\u95ee\u9898<\/li>\n<li>\u590d\u5236\u7c98\u8d34\u6a21\u677f\u4ee3\u7801\uff0c\u5374\u56e0\u4e3a\u7248\u672c\u517c\u5bb9\u53cd\u590d\u62a5\u9519<\/li>\n<li>\u4ea7\u54c1\u7ecf\u7406\u6539\u4e00\u4e2a\u9700\u6c42\uff0c\u5c31\u5f97\u628a\u76f8\u5173\u4ee3\u7801\u5168\u90e8\u91cd\u5199<\/li>\n<li>\u660e\u660e\u60f3\u6cd5\u5f88\u597d\uff0c\u5b9e\u73b0\u8fc7\u7a0b\u5374\u88ab\u65e0\u6570\u4f4e\u7ea7Bug\u62d6\u57ae<\/li>\n<\/ul>\n<p>\u4f20\u7edf\u7f16\u7a0b\u628a\u5927\u91cf\u7cbe\u529b\u6d88\u8017\u5728<strong>\u8bb0\u8bed\u6cd5\u3001\u67e5\u6587\u6863\u3001\u4feeBug\u3001\u5806\u903b\u8f91<\/strong>\u8fd9\u4e9b\u91cd\u590d\u52b3\u52a8\u4e0a\u3002\u771f\u6b63\u7528\u4e8e\u521b\u65b0\u548c\u601d\u8003\u4ea7\u54c1\u7684\u65f6\u95f4\u5c11\u4e4b\u53c8\u5c11\u3002<\/p>\n<p>\u6b63\u5982\u5f88\u591a\u5f00\u53d1\u8005\u611f\u53f9\u7684\uff1a\u201c\u771f\u6b63\u96be\u7684\u4ece\u6765\u4e0d\u662f\u6572\u5b57\u6bcd\uff0c\u800c\u662f\u90a3\u4e9b\u7410\u788e\u7684\u7ec6\u8282\u3002\u201d<\/p>\n<p>Vibe Coding\u6b63\u662f\u9488\u5bf9\u8fd9\u4e9b\u75db\u70b9\u800c\u751f\u3002\u5b83\u628a\u7a0b\u5e8f\u5458\u4ece\u7e41\u91cd\u7684\u673a\u68b0\u52b3\u52a8\u4e2d\u89e3\u653e\u51fa\u6765\uff0c\u8ba9\u6211\u4eec\u628a\u6ce8\u610f\u529b\u91cd\u65b0\u653e\u56de<strong>\u521b\u9020\u4ef7\u503c<\/strong>\u672c\u8eab\u3002<\/p>\n<h2>Vibe Coding vs \u4f20\u7edf\u7f16\u7a0b\uff1a\u6548\u7387\u5dee\u8ddd\u6709\u591a\u5927\uff1f<\/h2>\n<p>\u8ba9\u6211\u4eec\u7528\u4e00\u5f20\u8868\u683c\u76f4\u89c2\u5bf9\u6bd4\u4e24\u79cd\u65b9\u5f0f\uff1a<\/p>\n<div style=\"overflow-x:auto; -webkit-overflow-scrolling:touch;\">\n<table style=\"width:100%; border-collapse:collapse; border:1px solid ddd; margin:20px 0;\">\n<th style=\"border:1px solid ddd; padding:10px; text-align:left;\"ead style=\"background-color:f7f7f7; font-weight:bold;\">\n<tr>\n<th style=\"border:1px solid ddd; padding:10px; text-align:left;\" style=\"background-color:f7f7f7; font-weight:bold;\">\u7ef4\u5ea6<\/th>\n<th style=\"border:1px solid ddd; padding:10px; text-align:left;\" style=\"background-color:f7f7f7; font-weight:bold;\">\u4f20\u7edf\u53e4\u6cd5\u6572\u7801<\/th>\n<th style=\"border:1px solid ddd; padding:10px; text-align:left;\" style=\"background-color:f7f7f7; font-weight:bold;\">Vibe Coding\uff08\u63d0\u793a\u8bcd\u9a71\u52a8\uff09<\/th>\n<\/tr>\n<\/thead>\n<tbody>\n<tr>\n<td style=\"border:1px solid ddd; padding:10px; text-align:left;\">\u5f00\u53d1\u8005\u89d2\u8272<\/td>\n<td style=\"border:1px solid ddd; padding:10px; text-align:left;\">\u4ee3\u7801\u5de5\u4eba<\/td>\n<td style=\"border:1px solid ddd; padding:10px; text-align:left;\">\u4ea7\u54c1\u67b6\u6784\u5e08 + AI\u6307\u6325\u5b98<\/td>\n<\/tr>\n<tr>\n<td style=\"border:1px solid ddd; padding:10px; text-align:left;\">\u5de5\u4f5c\u65b9\u5f0f<\/td>\n<td style=\"border:1px solid ddd; padding:10px; text-align:left;\">\u9010\u884c\u624b\u5199\u3001\u53cd\u590d\u8c03\u8bd5<\/td>\n<td style=\"border:1px solid ddd; padding:10px; text-align:left;\">\u81ea\u7136\u8bed\u8a00\u5bf9\u8bdd\u3001\u591a\u8f6e\u8fed\u4ee3<\/td>\n<\/tr>\n<tr>\n<td style=\"border:1px solid ddd; padding:10px; text-align:left;\">\u6548\u7387\u589e\u957f<\/td>\n<td style=\"border:1px solid ddd; padding:10px; text-align:left;\">\u7ebf\u6027\u589e\u957f<\/td>\n<td style=\"border:1px solid ddd; padding:10px; text-align:left;\">\u6307\u6570\u7ea7\u589e\u957f<\/td>\n<\/tr>\n<tr>\n<td style=\"border:1px solid ddd; padding:10px; text-align:left;\">\u5173\u6ce8\u91cd\u70b9<\/td>\n<td style=\"border:1px solid ddd; padding:10px; text-align:left;\">\u8bed\u6cd5\u7ec6\u8282\u548c\u5b9e\u73b0\u65b9\u5f0f<\/td>\n<td style=\"border:1px solid ddd; padding:10px; text-align:left;\">\u9700\u6c42\u610f\u56fe\u548c\u4ea7\u54c1\u4f53\u9a8c<\/td>\n<\/tr>\n<tr>\n<td style=\"border:1px solid ddd; padding:10px; text-align:left;\">\u95e8\u69db\u8981\u6c42<\/td>\n<td style=\"border:1px solid ddd; padding:10px; text-align:left;\">\u5fc5\u987b\u719f\u7ec3\u638c\u63e1\u7f16\u7a0b\u8bed\u8a00<\/td>\n<td style=\"border:1px solid ddd; padding:10px; text-align:left;\">\u61c2\u4e1a\u52a1\u903b\u8f91\u5373\u53ef\u5feb\u901f\u4e0a\u624b<\/td>\n<\/tr>\n<tr>\n<td style=\"border:1px solid ddd; padding:10px; text-align:left;\">\u8fed\u4ee3\u6210\u672c<\/td>\n<td style=\"border:1px solid ddd; padding:10px; text-align:left;\">\u9700\u6c42\u53d8\u66f4\u4ee3\u4ef7\u6781\u9ad8<\/td>\n<td style=\"border:1px solid ddd; padding:10px; text-align:left;\">\u6539\u4e00\u53e5\u8bdd\u5373\u53ef\u5168\u5c40\u8c03\u6574<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n<\/div>\n<p>\u771f\u5b9e\u6848\u4f8b\u4e2d\uff0c\u6709\u4eba\u7528\u4f20\u7edf\u65b9\u5f0f\u5f00\u53d1\u4e00\u4e2a\u529f\u80fd\u9700\u89813\u5929\uff0c\u800c\u7528Vibe Coding\u53ea\u97002-3\u5c0f\u65f6\u5c31\u80fd\u5b8c\u6210\u539f\u578b\u5e76\u8fed\u4ee3\u51fa\u53ef\u7528\u7248\u672c\u3002\u8fd9\u79cd\u6548\u7387\u5dee\u5f02\uff0c\u6b63\u5728\u8ba9\u6574\u4e2a\u884c\u4e1a\u91cd\u65b0\u6d17\u724c\u3002<\/p>\n<h2>Vibe Coding\u5b9e\u6218\u6d41\u7a0b\uff1a6\u6b65\u7528\u63d0\u793a\u8bcd\u9a7e\u9a6dAI<\/h2>\n<p>Vibe Coding\u4e0d\u662f\u7384\u5b66\uff0c\u800c\u662f\u6709\u65b9\u6cd5\u8bba\u53ef\u5faa\u7684\u3002\u4ee5\u4e0b\u662f\u7ecf\u8fc7\u9a8c\u8bc1\u7684\u9ad8\u6548\u6d41\u7a0b\uff1a<\/p>\n<h3>1. \u660e\u786e\u4ea7\u54c1\u610f\u56fe<\/h3>\n<p>\u5148\u56de\u7b54\u4e09\u4e2a\u6838\u5fc3\u95ee\u9898\uff1a\u6211\u8981\u505a\u4ec0\u4e48\uff1f\u7ed9\u8c01\u7528\uff1f\u89e3\u51b3\u4ec0\u4e48\u75db\u70b9\uff1f\u8fd9\u662f\u6574\u4e2a\u9879\u76ee\u7684\u57fa\u7840\u3002<\/p>\n<h3>2. \u64b0\u5199\u9ad8\u8d28\u91cfPrompt<\/h3>\n<p>\u8fd9\u662fVibe Coding\u6210\u8d25\u7684\u5173\u952e\u3002\u597d\u7684\u63d0\u793a\u8bcd\u9700\u8981\u5305\u542b\uff1a<br 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