{"id":771629,"date":"2026-04-30T15:36:56","date_gmt":"2026-04-30T07:36:56","guid":{"rendered":"https:\/\/www.alphaseek.cn\/?p=771629"},"modified":"2026-04-30T15:36:56","modified_gmt":"2026-04-30T07:36:56","slug":"vibe-coding%ef%bc%8c%e6%92%95%e8%a3%82%e7%a8%8b%e5%ba%8f%e5%91%98%e6%97%a7%e4%b8%96%e7%95%8c","status":"publish","type":"post","link":"https:\/\/www.alphaseek.cn\/?p=771629","title":{"rendered":"Vibe coding\uff0c\u6495\u88c2\u7a0b\u5e8f\u5458\u65e7\u4e16\u754c"},"content":{"rendered":"

\"Vibe<\/p>\n

\u56fe\u7247\u6765\u6e90\uff1a\u5c0f\u7ea2\u4e66<\/p>\n

Hack\uff08\u7f16\u7a0b\uff09\u6b63\u5904\u4e8e\u4e00\u4e2a\u795b\u9b45\u7684\u8fc7\u7a0b\uff0c\u6253\u7834\u8fd9\u4e00\u8bbe\u5b9a\u7684\uff0c\u6b63\u662f\u7a0b\u5e8f\u5458\u81ea\u5df1\u3002<\/p>\n

\u624b\u6413\u4ee3\u7801\u5df2\u6210“\u975e\u9057”\uff0c“vibe coding”\uff08\u6c1b\u56f4\u7f16\u7a0b\uff09\u5f53\u9053\uff0c\u4eba\u4eba\u7686\u53ef\u4e3a\u5168\u6808\u5f00\u53d1\u3002<\/p>\n

\u5373\u4fbfvibe coding\u662f\u4e00\u4e2a\u53bb\u5e742\u6708\u624d\u88ab\u5b89\u5fb7\u70c8·\u5361\u5e15\u897f\uff08Andrej Karpathy\uff09\u63d0\u51fa\uff0c\u800c\u540e\u5f3a\u5316\u7684\u6982\u5ff5\uff0c\u5373\u4fbf\u662fAI coding\u4ecd\u5904\u4e8e\u8d77\u6b65\u9636\u6bb5\uff0c\u4f46\u6700\u9876\u6d41\u7684AI coding\u5de5\u5177\uff0cClaude Code\u548cCodex\u5728\u4e0d\u5230\u4e00\u5e74\u65f6\u95f4\u5185\u5df2\u6536\u83b7\u9887\u4e30\u3002<\/p>\n

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\u8fd9\u4e9b\u5e74\u8f7b\u5f00\u53d1\u8005\u8fc5\u901f\u62e5\u62b1AI coding\uff0c\u80cc\u540e\u53cd\u6620\u7684\u662f\u7a0b\u5e8f\u5458\u7684\u6280\u672f\u7406\u89e3\u7684\u5178\u578b\u5dee\u5f02\uff0c\u8fdb\u800c\u51f8\u663e\u51fa\u6280\u672f\u5bf9\u4eba\u5458\u5c42\u7ea7\u5df2\u7ecf\u5f00\u59cb\u5206\u5316\u3002<\/p>\n

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“\u6211\u4ee5\u524d\u53c2\u52a0\u9ed1\u5ba2\u677e\uff0c\u800c\u4e1495%\u662f\u7537\u751f\u3002”00\u540e\u8fde\u7eed\u521b\u4e1a<\/a>\u8005\u3001\u72ec\u7acb\u5f00\u53d1\u8005\u9648\u9526\u521d\u56de\u5fc6\u9053\u3002<\/p>\n

\u4ed6\u4ece2021\u5e74\u5f00\u59cb\u53c2\u52a0\u9ed1\u5ba2\u677e\uff0c\u5305\u62ec\u5728\u7f8e\u56fd<\/a>\uff0c\u4ee5\u53ca\u56fd\u5185\u5927\u5927\u5c0f\u5c0f\u7684\u573a\u5b50\uff0c“\u4f60\u4e00\u8fdb\u90a3\u4e2a\u573a\u5730\uff0c\u5047\u5982\u662f\u4e00\u4e2a\u623f\u5b50\uff0c\u7537\u751f\u7684\u978b\u90fd\u5806\u5728\u95e8\u53e3\uff0c\u6709\u591a\u81ed\u3002”<\/p>\n

“\u53e4\u6cd5\u7f16\u7a0b”\u65f6\u4ee3\uff0c\u53c2\u52a0\u4e00\u573a\u9ed1\u5ba2\u677e\uff0c\u7ec4\u961f\u903b\u8f91\u76f8\u5bf9\u590d\u6742\uff1a\u4f60\u5fc5\u987b\u51d1\u9f50\u524d\u7aef\u3001\u540e\u7aef\u3001\u8fd0\u7ef4\uff0c\u6bcf\u4e2a\u4eba\u7684\u4ee3\u7801\u80fd\u529b\u90fd\u5f97\u5728\u7ebf\u3002<\/p>\n

\u9648\u9526\u521d\u8bf4\uff1a“\u6211\u4eec\u8981\u4e13\u95e8\u6311\u4eba\uff0c\u5927\u5bb6\u7684\u4ee3\u7801\u80fd\u529b\u4e00\u5b9a\u8981\u5728\u7ebf\u624d\u80fd\u7ec4\u6210\u4e00\u4e2a\u961f\u3002”<\/p>\n

2001\u5e74\u51fa\u751f\uff0c\u9648\u9526\u521d“\u8001\u767b”\u7684\u5371\u673a\u611f\uff0c\u6b63\u662f\u5728AI\u52a0\u901f\u4e0b\uff0c\u4eba\u624d\u6d8c\u73b0\u7684\u5468\u671f\u6025\u5267\u7f29\u77ed\u73b0\u8c61\u5e26\u6765\u7684\u60c5\u7eea\u3002<\/p>\n

“\u53bb\u5e74\u6211\u4eec\u89c1\u7684\u5f88\u591a\u521b\u4e1a\u8005\u8fd8\u662f95\u300197\u540e\uff0c\u4eca\u5e74\u89c1\u5230\u7684\u5f88\u591a\u90fd\u5df2\u7ecf\u662f00\u540e\u4e86\u3002”\u77e5\u540d\u6295\u8d44<\/a>\u4eba\u3001Monolith\u521b\u59cb\u4eba\u66f9\u66e6\u5728\u9ed1\u5ba2\u677e\u73b0\u573a\u8868\u793a\u3002<\/p>\n

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\u5f97\u77e5\u505a\u6e38\u620f\u8981\u4f1a\u7f16\u7a0b\u6280\u80fd\u540e\uff0c\u4ed6\u4fbf\u4ece\u56fe\u5f62\u5316\u7f16\u7a0b\u5de5\u5177Scratch\u5f00\u59cb\u3002\u56db\u5e74\u7ea7\u7ed3\u675f\u540e\uff0c\u4ed6\u8f6c\u5411\u4e86C++\uff0c\u4e5f\u8d70\u4e0a\u4e86\u6253\u4fe1\u5965\u8d5b\uff08‌\u5168\u56fd\u9752\u5c11\u5e74\u4fe1\u606f\u5b66\u5965\u6797\u5339\u514b\u7ade\u8d5b\uff0cNOI\uff09\u4e4b\u8def\u3002<\/p>\n

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\u4ee5\u4ed6\u7684\u7ecf\u9a8c\u6765\u770b\uff0c“\u4ee5\u524d\u6253\u8fd9\u79cd\u6bd4\u8d5b\uff0c\u57fa\u672c\u4e0a\u90fd\u662f\u8003\u9a8c\u4f60\u7684\u4ee3\u7801\u529f\u80fd\uff0c\u8003\u9a8c\u7b97\u6cd5\uff0c\u8bf4\u767d\u4e86\uff0c\u5c31\u662f\u8c01\u66f4\u80fd\u6413\u4ee3\u7801\u4e00\u70b9\uff0c\u6216\u8005\u8c01\u6413\u4ee3\u7801\u7684\u65f6\u95f4\u957f\u4e00\u70b9\uff0c\u6413\u51fa\u6765\u7684\u4e1c\u897f\u5927\u4e00\u70b9\uff0c\u4f60\u5c31\u8d62\u4e86\u3002”<\/p>\n

\u4ee5\u524d\u53c2\u8d5b\u7684\u4ea7\u54c1\u98ce\u683c\u4e5f\u504f\u786c\u3002<\/p>\n

\u9648\u9526\u521d\u8bf4\uff1a“Pre-AI\u65f6\u4ee3\u7684\u9ed1\u5ba2\u677e\u66f4\u6781\u5ba2\u4e00\u4e9b\uff0c\u505a\u7684\u90fd\u662f\u504finference\uff0c\u66f4\u52a0\u5bf9\u4ea7\u54c1\u548c\u6280\u672f\u7684\u8981\u6c42\u66f4\u52a0\u5782\u76f4\uff0c\u4f46\u6ca1\u6709\u90a3\u4e48\u6709\u4eba\u5473\u3002”<\/p>\n

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“\u6211\u4ee5\u524d\u6253\u8fc7\u7684\u4e00\u4e9b\u9ed1\u5ba2\u677e\uff0c\u5176\u4ed6\u961f\u7684\u662f\u4e0d\u4ea4\u6d41\u7684\uff0c\u90fd\u628a\u5bf9\u65b9\u5f53\u5bf9\u624b\u4e00\u6837\u770b\uff0c\u4f60\u4e5f\u5c31\u4e0d\u4ea4\u6d41\u4e86\u3002”\u6768\u66e6\u54f2\u5766\u8a00\uff0c\u4ee5\u524d\u5927\u5bb6\u4e0d\u613f\u610f\u4ea4\u6362idea\uff0c\u751f\u6015\u522b\u4eba\u628a\u81ea\u5df1\u7684\u521b\u610f\u62a2\u4e86\u3002<\/p>\n

\u5728\u90a3\u4e2a\u76f8\u5bf9\u5c01\u95ed\uff0c\u4ee5\u4ee3\u7801\u80fd\u529b\u548c“\u809d”\u80fd\u529b\u8bba\u9ad8\u4f4e\u7684\u4e16\u754c\u91cc\uff0c“\u521b\u610f”\u6ca6\u4e3a\u4e86\u5de5\u7a0b\u80fd\u529b\u7684\u966a\u886c\u3002\u7edd\u5927\u591a\u6570\u7684\u6781\u5ba2\u521b\u9020\u51fa\u7684\u4ea7\u54c1\uff0c\u5b8c\u6210\u5ea6\u9ad8\uff0c\u6280\u672f\u96be\u5ea6\u5927\uff0c\u4f46\u5f88\u96be\u8d70\u51fa\u6280\u672f\u5708\u3001\u8d70\u8fdb\u666e\u901a\u4eba\u7684\u751f\u6d3b\u91cc\u3002<\/p>\n

\u6280\u672f\u795e\u79d8\u611f\u6d88\u9000\uff0c\u4eba\u4eba\u7686\u662f“\u5168\u6808\u5f00\u53d1”<\/h2>\n

\u7a0b\u5e8f\u5458\u901a\u5e38\u4ee5\u638c\u63e1\u67d0\u79cd\u96be\u5ea6\u6df1\uff08\u5982Rust\u3001C++\uff09\u7684\u8bed\u8a00\u4e3a\u50b2\uff0c\u4f46\u73b0\u5728\uff0c\u8fd9\u79cd\u7cbe\u82f1\u611f\u6b63\u5728\u88abAI coding\u5de5\u5177\u89e3\u6784\u3002<\/p>\n

\u8fd9\u4e00\u70b9\uff0c\u9648\u9526\u521d\u611f\u53d7\u9887\u6df1\u3002\u9648\u9526\u521d\u51fa\u751f\u4e8e2001\u5e74\uff0c\u62e5\u6709\u9ebb\u7701\u7406\u5de5\u5927\u5b66\u8ba1\u7b97\u673a\u4e0e\u7ba1\u7406\u53cc\u5b66\u4f4d\u3002<\/p>\n

\u4ed6\u5f88\u65e9\u5c31\u7528\u7f16\u7a0b\u8d5a\u94b1\u4e86\u30022018\u5e74\uff0c\u5f53\u65f6\u6b63\u503c\u5168\u7403\u7092\u978b\u70ed\uff0c\u4ed6\u7528python\u5199\u51fa\u4e86\u80fd\u5b9e\u65f6\u76d1\u63a7\u5e76\u81ea\u52a8\u4e0b\u5355\u7684\u62a2\u978b\u811a\u672c\uff0c\u4e3a\u7092\u978b\u4eba\u63d0\u4f9b\u4e86“\u94f2\u5b50”\uff0c\u8d5a\u5f97\u4e86\u7b2c\u4e00\u6876\u91d1\u3002<\/p>\n

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Claude code\u66f4\u662f\u4ee4\u9648\u9526\u521d\u611f\u5230\u60ca\u559c\u3002<\/p>\n

\u867d\u7136\u5927\u5b66\u5b66\u7684\u8ba1\u7b97\u673a\uff0c\u4f46\u662f\u4ed6\u7684\u6280\u672f\u6ca1\u90a3\u4e48\u597d\uff0c\u8111\u6d77\u91cc\u6bcf\u5929\u6709\u5f88\u591a\u5929\u9a6c\u884c\u7a7a\u7684\u60f3\u6cd5\uff0c\u4e5f\u770b\u5230\u4e86\u5f88\u591a\u8d5a\u94b1\u7684\u673a\u9047\u3002\u8fd9\u4e2a\u65f6\u5019\uff0cvibe coding\u6765\u4e86\uff0c\u9648\u9526\u521d\u611f\u89c9\u72b9\u5982\u795e\u52a9\u3002<\/p>\n

“\u8fd9\u5bf9\u4e8e\u6211\u8fd9\u79cd\u7a0d\u5fae\u61c2\u70b9\u513fcoding\uff0c\u4f46\u662f\u53c8\u6ca1\u6709\u90a3\u4e48\u7cbe\u6e5b\u7684\u4eba\u6765\u8bf4\uff0c\u662f\u975e\u5e38\u725b\u903c\u7684\u7a81\u7834\u3002\u6709\u4e86AI\u7684\u52a0\u6301\uff0c\u6211\u611f\u89c9\u6211\u7684\u80fd\u529b\uff0c\u597d\u50cf\u5c31\u8ddf\u6211\u4e4b\u524d\u8ba4\u4e3a\u7684\u5927\u4f6c\u4eec\u5dee\u4e0d\u591a\u4e86\uff0c\u5c31\u662f\u8fd9\u79cd\u611f\u89c9\u3002”\u9648\u9526\u521d\u8bf4\u3002<\/p>\n

\u6280\u672f\u7684\u795e\u79d8\u611f\u6b63\u5728\u6d88\u9000\u3002\u800c\u7a0b\u5e8f\u5458\u7ec4\u961f\u6253\u6bd4\u8d5b\uff0c\u6216\u8005\u8bf4\uff0c\u521b\u4e1a\u7ec4\u961f\u7684\u903b\u8f91\u4e5f\u53d8\u4e86\u3002<\/p>\n

“\u73b0\u5728\u53c2\u52a0\u9ed1\u5ba2\u677e\uff0c\u57fa\u672c\u4e0a\u4e00\u4e2a\u4eba\u5c31\u80fd\u641e\u5b9a\uff0c”\u9648\u9526\u521d\u8bf4\uff0c“\u4f60\u60f3\u6210\u4e3a\u4e00\u4e2a\u6210\u529f\u7684AI\u79d1\u6280\u65b9\u9762\u7684\u521b\u4e1a\u8005\uff0c\u6700\u91cd\u8981\u7684\u662f\u8425\u9500\u80fd\u529b\uff0c\u4f60\u8981\u628a\u6545\u4e8b\u8bb2\u5706\uff0c\u4f60\u8981\u61c2\u4f20\u64ad\uff0c\u61c2\u73a9\u6897\uff0c\u6253\u56fd\u5185\u548c\u56fd\u5916\u7684\u4fe1\u606f\u5dee\u3002”<\/p>\n

\u6781\u5ba2\u504f\u597d\u7684\u4ea7\u54c1\u98ce\u683c\u4e5f\u53d8\u4e86\u3002<\/p>\n

\u5728\u9ed1\u5ba2\u677e\u5dc5\u5cf0\u8d5b\u73b0\u573a\uff0c\u4f5c\u8005\u89c2\u5bdf\u5230\uff0c\u6700\u53d7\u5173\u6ce8\u7684\u9879\u76ee\u662f\uff0c\u8111\u7535\u6ce2\u63a7\u5236\u8f6e\u6905\uff0cAI\u53d1\u578b\u8bbe\u8ba1\u5e08\uff0c\u4e00\u72af\u56f0\u5c31“\u7535\u51fb”\u7684\u81ea\u5f8b\u5934\u5957\uff0c\u5177\u8eab\u667a\u80fd\u9ebb\u5c06\u673a\u5668\u4eba\uff0c\u6d74\u5ba4\u5237\u7259\u5439\u5934\u53d1\u7684\u673a\u68b0\u81c2……\u4e00\u4e2a\u4e2a\u5e26\u7740\u751f\u6d3b\u610f\u5473\uff0c\u975e\u5e38“\u4e0d\u6b63\u7ecf”\u7684\u521b\u610f\u3002<\/p>\n

“\u73b0\u5728\u5927\u591a\u6570AI\u4ea7\u54c1\u90fd\u7279\u522b\u6709\u4eba\u5473\uff0c”\u9648\u9526\u521d\u611f\u6168\uff0c“\u8fd9\u662f\u4e0e\u4ee5\u524d\u6700\u5927\u7684\u4e0d\u540c\u3002”\u9648\u9526\u521d\u5c1d\u8bd5\u7684\u662fAI\u786c\u4ef6\u4ea7\u54c1\uff0c\u4e00\u6b3e\u81ea\u5f8b\u5934\u5957\uff0c\u85cf\u7740\u4e00\u4e2a\u76f8\u673a\uff0c\u6355\u6349\u5230\u7528\u6237\u884c\u4e3a\uff0c“\u6bd4\u5982\u8bf4\u4f60\u60f3\u6539\u6389\u559d\u9152\u7684\u574f\u6bdb\u75c5\uff0c\u4f60\u559d\u9152\u7684\u65f6\u5019\u5c31\u4f1a\u88ab\u7535”\u3002<\/p>\n

\u9648\u9526\u521d\u8fd8\u6ce8\u610f\u5230\u9ed1\u5ba2\u677e\u73b0\u573a\u4e00\u4e2a\u7ec6\u8282\uff1a“\u8fd9\u6b21\u53c2\u8d5b\u7684\u5973\u751f\u5f88\u591a\uff0c\u6211\u4e4b\u524d\u53bb\u7684\u9ed1\u5ba2\u677e\u6839\u672c\u4e0d\u53ef\u80fd\u60f3\u8c61\u3002”
\"Vibe<\/p>\n

\u8d8a\u6765\u8d8a\u591a\u5973\u6027\u5f00\u53d1\u8005\u52a0\u5165\u9ed1\u5ba2\u677e\uff0c\u56fe\u7247\u6765\u6e90\uff1a\u5c0f\u7ea2\u4e66<\/p>\n

\u5f53\u7136\uff0c\u8fd9\u5f88\u5927\u7a0b\u5ea6\u4e0a\uff0c\u53ef\u80fd\u5f52\u529f\u4e8e\u5c0f\u7ea2\u4e66\u5e73\u53f0\u672c\u8eab\u7684\u7528\u6237\u7ed3\u6784\u3002<\/p>\n

\u6768\u66e6\u54f2\u6253\u6bd4\u8d5b\u7684\u65f6\u5019\uff0c\u6ca1\u6709\u7ecf\u5386\u8fc7\u592a\u591a“\u51d1\u4e0d\u9f50\u5168\u6808\u961f\u53cb”\u7684\u75db\u82e6\uff0c\u5927\u6982\u4e5f\u5f88\u5c11\u5fcd\u53d7“\u978b\u81ed\u5806\u6ee1\u95e8\u53e3”\u7684\u573a\u5730\u3002<\/p>\n

\u6768\u66e6\u54f2\u975e\u5e38\u4eab\u53d7“vibe”\u7684\u8fc7\u7a0b\u3002<\/p>\n

\u6709\u4e00\u6b21\uff0c\u4ed6\u5728\u9ed1\u5ba2\u677e\u73b0\u573a\uff0c\u628a\u4ea7\u54c1\u529f\u80fd\u8dd1\u901a\u65f6\uff0c“\u961f\u53cb\u5f62\u5bb9\u6211\u5f00\u5fc3\u6210\u4e86\u7334\u5b50”\u3002<\/p>\n

\u4ed6\u751a\u81f3\u628avibe coding\u6bd4\u4f5c\u6253\u6e38\u620f\uff0c“\u73a9\u6e38\u620f\u7684\u65f6\u5019\u5927\u5bb6\u90fd\u4f1a\u89c9\u5f97\u5f88\u5feb\u4e50\uff0c\u6ca1\u6709\u60f3\u8fc7\u65f6\u95f4\u4f1a\u505c\u4e0b\u6765\uff0c\u5176\u5b9e\u5bf9\u6211\u6765\u8bf4\uff0cvibe coding\u4e5f\u662f\u4e00\u6837\u7684\uff0c\u5c31\u8ddf\u6253\u6e38\u620f\u4e00\u6837\u3002”<\/p>\n

\u6768\u66e6\u54f2\u88ab\u73b0\u5728\u5f00\u53d1\u8005\u7fa4\u4f53\u7684\u6c1b\u56f4\u6240\u6253\u52a8\uff0c“\u5f88\u591a\u961f\u4f0d\u8ddf\u6211\u4eec\u662f\u5bf9\u624b\uff0c\u4f46\u4ecd\u7136\u9f13\u52b1\u6211\u4eec\uff0c\u8bf4\u5e0c\u671b\u6211\u4eec\u80fd\u8fdbTop 10\uff0c\u5e0c\u671b\u6211\u4eec\u628a\u9879\u76ee\u505a\u4e0b\u53bb\u3002\u5927\u5bb6\u771f\u7684\u975e\u5e38\u5584\u826f\u3002”<\/p>\n

\u8fd9\u4e00\u6b21\uff0c\u6768\u66e6\u54f2\u6240\u5728\u7684\u56e2\u961f\uff0c\u5305\u62ec\u5176\u4ed6\u4e09\u4f4d\u521d\u4e2d\u751f\uff0c\u7528\u4e86\u4e0d\u523024\u5c0f\u65f6\u5c31\u5b8c\u6210\u4e86\u4e00\u6b3e\u7206\u6b3e\u7b14\u8bb0\u8bca\u65adAgent\u7cfb\u7edf\u3002<\/p>\n

2008\u5e74\u51fa\u751f\u7684\u9ad8\u4e2d\u751f\u51bc\u661f\u6717\uff0c\u4e5f\u662f\u5728AI\u7f16\u7a0b\u6536\u83b7\u6781\u5f3a\u6b63\u53cd\u9988\u7684\u5b66\u751f\u5f00\u53d1\u8005\u4e4b\u4e00\u3002\u53bb\u5e74\uff0c\u4ed6\u5c1d\u8bd5\u5f00\u53d1\u7684\u7b2c\u4e00\u6b3eAPP——AI\u7597\u6108\u5e94\u7528EmoEase\uff0c\u767b\u4e0a\u4e86App Store\u4ed8\u8d39\u699c\u7b2c\u4e94\u3002<\/p>\n

\u5728\u63a5\u89e6AI\u7f16\u7a0b\u4e4b\u524d\uff0c\u51bc\u661f\u6717\u6bcf\u5929\u7684\u751f\u6d3b\u662f\u4e0a\u5b66\u3001\u653e\u5b66\uff0c\u653e\u5b66\u540e\u5199\u5199\u4f5c\u4e1a\uff0c\u5237\u5237\u89c6\u9891\u3002\u56e0\u4e3a\u5b66\u751f\u4f1a\u5de5\u4f5c\u9700\u8981\uff0c\u4ed6\u5229\u7528cursor\u5f00\u53d1\u4e86\u4e00\u4e2a\u5c55\u793a\u5b66\u751f\u5de5\u4f5c\u7684\u7f51\u7ad9\u3002\u4ed6\u5f00\u59cb\u5c1d\u5230\u4e86AI\u7f16\u7a0b\u7684\u751c\u5934\uff0c\u4e00\u5934\u624e\u4e86\u8fdb\u53bb\u3002<\/p>\n

\u4ed6\u7684\u4e2a\u4eba\u7ecf\u5386\uff0c\u8f6c\u6298\u70b9\u4e0d\u4ec5\u6765\u81ea\u4e8e\u5728\u7ebf\u4e0a\u793e\u533a\u5b66\u4f1a\u4e86AI\u7f16\u7a0b\u6280\u80fd\uff0c\u8fd8\u6709\u8fd9\u7fa4\u72ec\u7acb\u5f00\u53d1\u8005\u4e4b\u95f4\u7684\u6b63\u53cd\u9988\uff0c\u5176\u4e2d\uff0c\u5c31\u5305\u62ecmanus\u521b\u59cb\u4eba\u8096\u5f18\u3002<\/p>\n

EmoEase\u4e0a\u67b6\u524d\uff0c\u51bc\u661f\u6717\u53d1\u73b0\uff0c\u4f5c\u4e3a\u4e2a\u4eba\u5f00\u53d1\u8005\uff0c\u9996\u5148\u8981\u4e3a\u5e94\u7528\u4ea4\u4e00\u7b14688\/\u5143\u7684\u5e74\u8d39\uff0c\u8fd9\u8ba9\u65e0\u56fa\u5b9a\u6536\u5165\u6765\u6e90\u7684\u4ed6\u611f\u5230\u4e3a\u96be\u3002\u4ed6\u4fbf\u5411\u793e\u533a\u5f00\u53d1\u8005\u82b1\u751f\u6c42\u52a9\uff0c\u8096\u5f18\u770b\u5230\u4e86\u8fd9\u5219\u6d88\u606f\uff0c\u76f4\u63a5\u628a\u8fd9\u7b14\u5e74\u8d39\u6253\u7ed9\u4e86\u4ed6\uff0c\u5e76\u8868\u793a\u8fd9\u662f\u4e00\u4e2a\u9f13\u52b1\u3002<\/p>\n

“\u63a5\u89e6\u5230AI\u7f16\u7a0b\u4e4b\u540e\uff0c\u4e00\u65b9\u9762\uff0c\u80fd\u6709\u5176\u4ed6\u4eba\u7684\u6b63\u5411\u53cd\u9988\uff0c\u53e6\u4e00\u65b9\u9762\uff0c\u6211\u662f\u771f\u7684\u80fd\u6c89\u6d78\u5728\u72ec\u7acb\u5f00\u53d1\u7684\u8fc7\u7a0b\u4e2d\uff0c\u662f\u975e\u5e38\u7684\u6709\u8da3\u7684\u3002\u8fd9\u5927\u6982\u662f\u4e00\u4e2a\u6211\u751f\u6d3b\u4e2d\u7684\u8f6c\u53d8\u3002”\u73b0\u5728\u51bc\u661f\u6717\u653e\u5b66\u56de\u5bb6\uff0c\u7b2c\u4e00\u4ef6\u4e8b\u5c31\u662f\u6253\u5f00\u7535\u8111\u505a\u5f00\u53d1\uff0c“\u5f88\u591a\u65f6\u5019\u8fde\u4f5c\u4e1a\u90fd\u4e0d\u60f3\u5199”\u3002<\/p>\n

\u65b0“\u4e09\u677f\u65a7”\uff1a\u521b\u610f + \u4f20\u64ad + \u5171\u60c5<\/h2>\n

Pre-AI\u65f6\u4ee3\uff0c\u7f16\u7a0b\u80fd\u529b\u5f3a\u5f31\uff0c\u59cb\u7ec8\u662f\u5728\u6781\u5ba2\u5708\u5212\u5206\u9119\u89c6\u94fe\u7684\u5173\u952e\u56e0\u5b50\u3002\u800c\u5728\u9ed1\u5ba2\u677e\u8fd9\u6837\u7684\u8d5b\u4e8b\u4e2d\uff0c\u4ed6\u4eec\u6bd4\u62fc\u7684\u662f\u4ee3\u7801\u624b\u901f\u3001\u7b97\u6cd5\u529f\u5e95\u548c\u56e2\u961f\u914d\u7f6e\uff08\u5fc5\u987b\u6709\u524d\u540e\u7aef\uff09\u3002<\/p>\n

\u800c\u5728vibe coding\u65f6\u4ee3\uff0c\u83b7\u80dc\u7684\u5173\u952e\uff0c\u5219\u8f6e\u5230\u4e86idea\uff08\u521b\u610f\uff09\u548cmarketing\uff08\u53d9\u4e8b\/\u8425\u9500\uff09\u3002<\/p>\n

“vibe coding\u771f\u7684\u6539\u53d8\u4e86\u5f88\u591a\u3002”\u6768\u66e6\u54f2\u8bf4\u5f97\u76f4\u767d\uff1a“\u73b0\u5728\u9ed1\u5ba2\u677e\uff0c\u8d77\u70b9\u5c31\u51b3\u5b9a\u4e86\u6bd4\u8d5b\u7684\u80dc\u8d1f\u3002\u6700\u4e3b\u8981\u662fidea\u597d\uff0c\u540e\u7eed\u4f60\u53ea\u8981\u5b8c\u5584\u4e00\u4e0b\u4ee3\u7801\uff0c\u5c31\u53ef\u80fd\u62ff\u5956\u3002\u5982\u679c\u4f60\u4ee3\u7801\u5199\u4e86\u5f88\u591a\uff0c\u5374\u6ca1\u6709\u5546\u4e1a\u4ef7\u503c\uff0c\u53c8\u6216\u8005\u4f60\u7684idea\u5f88\u666e\u901a\u3001\u649e\u8f66\u4e86\uff0c\u6700\u7ec8\u4e5f\u62ff\u4e0d\u5230\u5956\uff0c\u54ea\u6015\u4f60\u7684\u4ee3\u7801\u529f\u5e95\u5f88\u624e\u5b9e\u3002”
\"Vibe<\/p>\n

AI\u7f16\u7a0b\u65f6\u4ee3\uff0c\u521b\u610f\u3001\u4f20\u64ad\u6210\u4e3a\u7a0b\u5e8f\u5458\u7684\u6838\u5fc3\u7ade\u4e89\u529b\uff0c\u56fe\u4e3a\u5f15\u53d1\u4f17\u4eba\u5173\u6ce8\u7684\u5177\u8eab\u667a\u80fd\u9ebb\u5c06\u673a\u5668\u4eba<\/p>\n

\u9648\u9526\u521d\u7684\u5224\u65ad\u751a\u81f3\u66f4\u6fc0\u8fdb\uff0c“\u73b0\u5728\u505a\u5e94\u7528\u5c42\u6ca1\u6709\u4efb\u4f55\u58c1\u5792\u3002AI\u65f6\u4ee3\u7684\u7ade\u4e89\u70b9\u5b8c\u5168\u4e0d\u5728\u4e8e\u6280\u672f\u6709\u591a\u5389\u5bb3\u3002\u8fd8\u5f97\u9760\u8f6f\u5b9e\u529b\uff0c\u4f1a\u627e\u5230\u5e94\u7528\u4f60\u4ea7\u54c1\u7684\u4eba\u7fa4\uff0c\u51f8\u663e\u4f60\u7684\u5dee\u5f02\u5316\u4e0e\u7a81\u7834\u70b9\u3002”<\/p>\n

\u4ed6\u751a\u81f3\u8ba4\u4e3a\uff0c\u4ee5\u540eAI agent\u521b\u9020\u7684\u5185\u5bb9\uff0c\u4f1a\u5360\u636e\u4e92\u8054\u7f51\u4e0a90%\u4ee5\u4e0a\uff0c“\u6240\u4ee5\uff0c\u4f60\u771f\u4ebaIP\u4f1a\u8d8a\u6765\u8d8a\u6709\u4ef7\u503c\u3002\u4f60\u518d\u7528\u81ea\u5df1\u7684\u771f\u4ebaIP\u6388\u6743\u505a\u4e00\u4e9bAI\u751f\u6210\u7684\u4e1c\u897f\uff0c\u5b83\u7684\u6210\u672c\u8d8b\u8fd1\u4e8e\u96f6\u3002”<\/p>\n

\u56e0\u6b64\uff0c\u9648\u9526\u521d\u7ed9\u81ea\u5df1\u4eca\u5e74\u5b9a\u7684\u552f\u4e00\u76ee\u6807\u662f\uff1a\u505a\u4e2a\u4ebaIP\u3002<\/p>\n

\u4ed6\u5df2\u7ecf\u4e0d\u518d\u8ffd\u6c42\u957f\u7ebf\u5730\u53bb\u505a\u4e00\u4e2a\u4ea7\u54c1\u3002\u73b0\u5728\u6bcf\u4e00\u5468\u751a\u81f3\u6bcf\u4e00\u5929\uff0c\u90fd\u6709\u91cd\u78c5\u7684AI\u6a21\u578b\u6216\u8005\u4ea7\u54c1\u7684\u66f4\u65b0\u3002\u5f00\u53d1\u8005\u80fd\u591f\u505a\u51fa\u4ec0\u4e48\u4ea7\u54c1\u7684\u4e0d\u786e\u5b9a\u6027\uff0c\u4e5f\u8d8a\u6765\u8d8a\u5f3a\uff0c\u5f88\u53ef\u80fd\u7528\u65e7\u5de5\u5177\u6298\u817e\u534a\u5929\u7684\u4ea7\u54c1\uff0c\u5c31\u88ab\u65b0\u5de5\u5177\u77ac\u95f4\u79d2\u6740\u3002<\/p>\n

\u6240\u4ee5\uff0c\u4ed6\u552f\u4e00\u786e\u5b9a\u7684\u4e8b\u60c5\uff0c\u5c31\u662f\u53bb\u505a\u597d\u81ea\u5df1\u7684IP\u3002\u6700\u9002\u5408\u4ed6\u5b9e\u73b0\u4e2a\u4ebaIP\u7684\u65b9\u5f0f\uff0c\u662f\u5229\u7528\u4ed6\u6700\u64c5\u957fvibe coding\u53bb\u505a\u4e00\u4e9b\u9879\u76ee\uff0c\u597d\u73a9\u7684\u3001\u641e\u7b11\u7684\u3001\u80fd\u5f15\u53d1\u4f20\u64ad\u7684\u3002“\u5927\u5bb6\u89c9\u5f97\u8fd9\u4e2a\u9879\u76ee\u597d\u73a9\uff0cIP\u81ea\u7136\u5c31\u4f20\u64ad\u4e86\u3002”<\/p>\n

\u5728\u4e00\u90e8\u5206\u5f00\u53d1\u8005\u770b\u6765\uff0c\u6b63\u662f\u56e0\u4e3a\u6280\u672f\u8fed\u4ee3\u592a\u5feb\uff0c\u4e0e\u5176\u8ffd\u9010\u4e00\u4e2a\u53c8\u4e00\u4e2a\u70ed\u95e8\u6982\u5ff5\uff0c\u4e0d\u5982\u5148\u805a\u7126\u4e8e“\u4eba”\u4ee5\u53ca\u521b\u9020\u529b\uff0c\u8fd9\u6bd4\u8ffd\u9010\u5177\u4f53\u7684\u9879\u76ee\u6216\u8005\u521b\u4e1a\u65b9\u5411\uff0c\u66f4\u53ef\u80fd\u662fAI\u65f6\u4ee3\u7684\u72ec\u7acb\u5f00\u53d1\u8005\u7684\u751f\u5b58\u6cd5\u5219\u3002<\/p>\n

\u5982\u679c\u672a\u6765\uff0cagent\u4f1a\u81ea\u5df1\u4ea4\u6362\u4ef7\u503c\uff0c\u90a3\u4e48\u4eca\u5929\uff0c\u6211\u4eec\u8fd8\u80fd\u4ea4\u6362\u60f3\u6cd5\u548c\u5feb\u4e50\u3002<\/p>\n

\u8fd8\u5728\u4e0a\u521d\u4e2d\u7684\u6768\u66e6\u54f2\uff0c\u601d\u8def\u7a0d\u6709\u4e0d\u540c\uff0c\u4f46\u5185\u6838\u4e00\u81f4\u3002<\/p>\n

\u65b0\u9c9c\u70ed\u70b9\u4ed6\u4f1a\u53bb\u5c1d\u8bd5\uff0c\u4f46\u4ed6\u66f4\u503e\u5411\u4e8e\u4f18\u5148\u5bfb\u627e\u751f\u6d3b\u4e2d\u7684\u771f\u5b9e\u75db\u70b9\uff1a“\u4ea7\u54c1\u5982\u679c\u4e0d\u80fd\u89e3\u51b3\u7528\u6237\u771f\u5b9e\u7684\u75db\u70b9\uff0c\u505a\u51fa\u6765\u57fa\u672c\u6ca1\u610f\u4e49\uff0c\u9664\u975e\u4f60\u81ea\u5df1\u7528\u6765\u73a9\u3002\u800c\u89e3\u51b3\u7528\u6237\u7684\u75db\u70b9\u7684\u4ea7\u54c1\uff0c\u662f\u6709\u5546\u4e1a\u4ef7\u503c\u7684\uff0c\u7528\u6237\u53ef\u80fd\u4f1a\u4e3a\u4f60\u4e70\u5355\u3002”<\/p>\n

\u4ed6\u4f1a\u89c2\u5bdf\u540c\u9f84\u4eba\u7684\u70e6\u607c\uff0c\u5b66\u4e1a\u538b\u529b\u3001\u624b\u673a\u4f7f\u7528\u65f6\u95f4\u3001\u4fe1\u606f\u8fc7\u8f7d\u7b49\uff0c\u7136\u540e\u4e0b\u610f\u8bc6\u5730\u60f3\uff0c“\u8fd9\u4e2a\u4e1c\u897f\u80fd\u4e0d\u80fd\u505a\u6210\u4e00\u4e2a\u4ea7\u54c1”\u3002<\/p>\n

\u4f46\u5176\u5b9e\u4ed6\u4eec\u90fd\u8fd8\u4fdd\u7559\u4e86\u4e00\u4e9b\u6781\u5ba2\u7684\u5e95\u8272——\u6781\u5f3a\u7684\u5185\u5728\u81ea\u9a71\u529b\uff0c\u611f\u5174\u8da3\u7684\u4e8b\u7269\u5c0f\u4f17\u4f46\u4e13\u4e1a\uff0c\u901a\u5e38\u662f\u6280\u672f\u3001\u79d1\u5b66\u3001\u52a8\u6f2b\u3001\u6e38\u620f\u7b49\u9886\u57df\u67d0\u4e00\u7ec6\u5206\u9879\uff0c\u800c\u52a8\u529b\u6e90\u4e8e\u5185\u5fc3\uff0c\u800c\u975e\u5916\u5728\u8981\u6c42\u3002<\/p>\n

\u5c3d\u7ba1\u4ed6\u4eec\u90fd\u662f\u793e\u4ea4\u5e73\u53f0\u4e0a\u7684\u6df1\u5ea6\u7528\u6237\uff0c\u4ee5\u6b64\u5173\u6ce8\u5e02\u573a\u9700\u6c42\u548c\u60c5\u7eea\u98ce\u5411\uff0c\u4f46\u9648\u9526\u521d\u5766\u8a00\uff0c“\u6211\u5f88\u5c11\u770b\u8bc4\u8bba\u533a\u8ba9\u6211\u6539\u4ec0\u4e48\u5c31\u6539\u4ec0\u4e48\u3002\u73b0\u5728vibe coding\u7684\u9879\u76ee\u90fd\u662f\u5174\u8da3\u9a71\u52a8\uff0c\u4e0d\u662f\u5174\u8da3\u9a71\u52a8\uff0c\u5f88\u96be\u957f\u671f\u575a\u6301\u505a\u4e0b\u53bb\u3002”<\/p>\n

\u6768\u66e6\u54f2\u4e5f\u627f\u8ba4\uff0c\u4ed6\u7f51\u4e0a\u51b2\u6d6a\u7684\u65f6\u5019\uff0c\u4ed6\u53ea\u4f1a\u4f18\u5148\u70b9\u5f00\u5e26OpenClaw\u3001vibe coding\u3001\u9ed1\u5ba2\u677e\u8fd9\u7c7b\u6807\u7b7e\u7684\u5185\u5bb9\uff0c“\u8ddf\u79d1\u6280\u6ca1\u5173\u7684\u89c6\u9891\u4e00\u822c\u4e0d\u4f1a\u70b9\u5f00”\u3002<\/p>\n

\u4f46\u4ed6\u4f9d\u7136\u5728\u8865\u4f20\u7edf\u7b97\u6cd5\u7684\u8bfe\u3002\u4ed6\u4f1a\u5173\u6ce8\u7b97\u6cd5\u548c\u4f20\u7edf\u7f16\u7a0b\u7684\u5185\u5bb9\u3002\u867d\u7136\u4f20\u7edf\u7f16\u7a0b\u5df2\u7ecf\u5feb\u8981\u4e0d\u9002\u7528\u4e86\uff0c\u4f46\u4ed6\u53d1\u73b0\uff0c\u601d\u7ef4\u65b9\u5f0f\u548c\u903b\u8f91\u94fe\u8def\u4f9d\u65e7\u503c\u5f97\u5728vibe coding\u65f6\u4ee3\u5b66\u4e60\uff0c“\u8fd9\u5c31\u662f\u4e3a\u4ec0\u4e48\u5f88\u591a\u6210\u5e74\u4eba\u8ddf\u6211\u4eec10\u540e\u7684AI\u5e74\u9f84\u5dee\u4e0d\u591a\uff0c\u4f46\u4ed6\u4eec\u7684\u63d0\u793a\u8bcd\u4ecd\u6bd4\u6211\u4eec\u5199\u5f97\u597d\u3002”<\/p>\n

Coding\u4e4b\u5916\uff1a\u7b97\u529b\u4ecd\u662f\u771f\u5b9e\u7684\u9e3f\u6c9f<\/h2>\n

vibe coding\u4e5f\u4e0d\u662f\u4e07\u80fd\u7684\u795e\u5947\u9b54\u6cd5\u3002<\/p>\n

\u9648\u9526\u521d\u62b1\u6028\uff0cClaude Code\u6700\u5927\u7684\u969c\u788d\u662ftoken\u4e0d\u591f\u7528\u3002\u6768\u66e6\u54f2\u4e5f\u53d1\u73b0\uff0c“OpenClaw\u7684\u5fc3\u8df3\u592a\u5403token\u4e86\uff0c\u5982\u679c\u7ed9\u5b83\u914d\u4e00\u4e2a\u597d\u7684\u6a21\u578b\uff0c\u4e00\u665a\u4e0a\u4f1a\u6d88\u8017\u6389\u51e0\u5343\u5757\u94b1”\u3002<\/p>\n

\u8fd8\u6709\u4e00\u4e2a\u5c34\u5c2c\u7684\u73b0\u5b9e\u662f\uff0c\u5f53\u524d\u6700\u5148\u8fdb\u7684AI coding\u5de5\u5177\uff0c\u56ff\u4e8e\u7f51\u7edc\u7684\u95ee\u9898\uff0c\u5927\u591a\u6570\u56fd\u5185\u7684\u5f00\u53d1\u8005\u4e0d\u80fd\u987a\u7545\u5730\u4f7f\u7528\u3002\u5bf9\u4e8e\u6768\u66e6\u54f2\u8fd9\u6837\u7684\u5b66\u751f\u5f00\u53d1\u8005\u6765\u8bf4\uff0c\u4fe1\u7528\u5361\u4ed8\u8d39\u6a21\u5f0f\u4e5f\u662f\u4e00\u5927\u95e8\u69db\uff0c“\u60f3\u82b1\u94b1\u4e5f\u82b1\u4e0d\u51fa\u53bb”\u3002<\/p>\n

Vibe\u51fa\u6765\u7684\u4ea7\u54c1\uff0c\u76f8\u5bf9\u7c97\u7cd9\uff0c\u4e5f\u662f\u771f\u5b9e\u7684\u5171\u8bc6\u3002\u5f00\u53d1\u8005\u8fc7\u4e8e\u4f9d\u8d56vibe coding\u65b9\u5f0f\u7684\u5f0a\u7aef\u662f\uff0c\u5bb9\u6613\u5ffd\u89c6\u4ea7\u54c1\u5de5\u7a0b\u5b9e\u73b0\u7684\u4e25\u8c28\u6027\u548c\u5b89\u5168\u6027\u3002<\/p>\n

\u4f46\u5373\u4fbf\u5982\u6b64\uff0c\u7a0b\u5e8f\u5458\u4eec\u4e5f\u5f88\u660e\u767d\uff0c\u5f88\u96be\u518d\u56de\u5230“\u53e4\u5178\u7f16\u7a0b”\u65f6\u4ee3\u4e86\u3002<\/p>\n

GitHub\u5728\u4eca\u5e741\u6708\u62ab\u9732\u4e86\u4e00\u7ec4\u6570\u636e\u663e\u793a\uff0cAI\u751f\u6210\u7684\u4ee3\u7801\uff08\u5373\u901a\u8fc7GitHub Copilot\u8f85\u52a9\u5b8c\u6210\u7684\u4ee3\u7801\uff09\u5df2\u5360\u7528\u6237\u603b\u63d0\u4ea4\u4ee3\u7801\u91cf\u768446%\u3002
\"Vibe<\/p>\n

\u56fe\u7247\u6765\u6e90\uff1aquantumrun<\/p>\n

\u8fd9\u4e00\u6570\u636e\u8f832022\u5e74Copilot\u521a\u63a8\u51fa\u65f6\u768427%\uff0c\u6709\u4e86\u5de8\u5927\u7684\u63d0\u5347\uff0c\u8fd9\u8868\u660e\uff0c\u751f\u6210\u5f0fAI\u5df2\u6df1\u5ea6\u878d\u5165\u5f00\u53d1\u6d41\u7a0b\u3002<\/p>\n

The information\u62ab\u9732\uff0cAnthropic\u65d7\u4e0b\u7684Claude Code\uff0c\u4eca\u5e742\u6708\u5df2\u7ecf\u5b9e\u73b0\u5e74\u5316\u6536\u516525\u4ebf\u7f8e\u5143\uff0c\u8fd9\u8ddd\u79bb\u5176\u4e0a\u7ebf\u8fd8\u4e0d\u52309\u4e2a\u6708\u7684\u65f6\u95f4\u3002<\/p>\n

\u4e0e\u6b64\u540c\u65f6\uff0cOpenAI<\/a>\u5b98\u65b9\u62ab\u9732\uff0cCodex\uff082025\u5e744\u6708\u4e0a\u7ebf\uff09\u7684\u5468\u6d3b\u8dc3\u7528\u6237\uff08WAU\uff09\u5df2\u7a81\u7834300\u4e07\u3002\u622a\u81f32026\u5e744\u6708\uff0cOpenAI\u4f01\u4e1a\u4e1a\u52a1\u5360\u603b\u6536\u5165\u768440%\u4ee5\u4e0a\uff0c\u800cCodex\u5728\u4f01\u4e1a\u7aef\u7684\u5e94\u7528\u662f\u63a8\u52a8\u6536\u5165\u7684\u91cd\u8981\u56e0\u7d20\u3002OpenAI\u751a\u81f3\u9009\u62e9\u5173\u505c\u4e86\u7ea2\u6781\u4e00\u65f6\u7684\u9769\u547d\u6027\u4ea7\u54c1Sora\uff0c\u96c6\u4e2d\u7cbe\u529b\u4e0eAnthropic\u5728\u8fd9\u4e00\u9886\u57df\u4e00\u8f83\u9ad8\u4e0b\u3002<\/p>\n

\u800c\u8fd9\u51e0\u4e2a\u72ec\u7acb\u5f00\u53d1\u8005\u7684\u4e2a\u4f53\u6545\u4e8b\uff0c\u4f46\u66f4\u6838\u5fc3\u53cd\u6620\u7684\u662f\uff0c\u65b0\u4e00\u4ee3\u5f00\u53d1\u8005\u5728\u80fd\u529b\u7ed3\u6784\u4e0a\u5df2\u7ecf\u4ea7\u751f\u7ed3\u6784\u6027\u7684\u53d8\u5316\u3002<\/p>\n

00\u540e\u9648\u9526\u521d\u7684\u8f6c\u53d8\uff0c\u4e0d\u662f\u4e2a\u4f8b\u3002\u8fd9\u662f\u4e00\u6279“\u534a\u6280\u672f\u80cc\u666f”\u5f00\u53d1\u8005\u7684\u5171\u540c\u9009\u62e9\uff1a\u5f53\u7f16\u7a0b\u58c1\u5792\u88abAI\u524a\u5e73\uff0c\u4e2a\u4ebaIP\u88ab\u89c6\u4f5c\u662f\u6700\u6df1\u7684\u62a4\u57ce\u6cb3\u3002<\/p>\n

\u800c13\u5c81\u7684\u6768\u66e6\u54f2\u300118\u5c81\u7684\u51bc\u661f\u6717\uff0c\u66f4\u672c\u80fd\u5730\u6293\u4f4f\u4e86vibe coding\u65f6\u4ee3\u6700\u6838\u5fc3\u7684\u4e24\u6837\u4e1c\u897f\uff1a\u4e2a\u4eba\u5174\u8da3\u9a71\u52a8\u4e0e\u7528\u6237\u771f\u5b9e\u75db\u70b9\u3002\u8fd9\u6070\u6070\u662f\u5f88\u591a\u8d44\u6df1\u7a0b\u5e8f\u5458\u88abAI\u6d6a\u6f6e\u51b2\u6655\u540e\uff0c\u624d\u88ab\u8feb\u91cd\u65b0\u5b66\u4f1a\u7684\u80fd\u529b\u3002<\/p>\n

AI coding\u8ba9\u521b\u9020\u89e6\u624b\u53ef\u53ca\uff0c\u4e5f\u8ba9\u7f16\u7a0b\u6280\u672f\u7684\u95e8\u69db\u8f70\u7136\u574d\u584c\uff0c\u521b\u9020\u529b\u3001\u5171\u60c5\u529b\u3001\u6545\u4e8b\u529b\uff0c\u8d70\u5411\u4e86\u53f0\u524d\u3002<\/p>\n

\u4e24\u5e74\u524d\uff0c\u751f\u6d3b\u65b9\u5f0f\u793e\u533a\u8d77\u5bb6\u7684\u5c0f\u7ea2\u4e66\uff0c\u5c1a\u65e0“\u79d1\u6280”\u8fd9\u4e2a\u5782\u76f4\u54c1\u7c7b\u3002\u8fc7\u53bb\u4e00\u5e74\uff0c\u56e0\u4e3avibe coding\u7b49\u8d8b\u52bf\u7684\u5174\u8d77\uff0c\u5c0f\u7ea2\u4e66\u79d1\u6280\u5185\u5bb9\u589e\u957f\u663e\u8457\uff0c\u6210\u4e3a\u4e86\u5e73\u53f0\u589e\u957f\u6700\u5feb\u7684\u5782\u7c7b\u4e4b\u4e00\uff0c\u540c\u6bd4\u589e\u957f\u8d85\u8fc7100%\uff0c\u521b\u4f5c\u8005\u89c4\u6a21\u589e\u957f\u8d85\u8fc7200%\u3002\u6709\u8d8516\u4e07\u540d\u5f00\u53d1\u8005\u6d3b\u8dc3\uff0c\u540c\u6bd4\u589e\u957f220%\uff0c90%\u7684\u4eba\u4e00\u5e74\u5185\u53d1\u5e03\u4e0d\u6b62\u4e00\u6b3e\u4ea7\u54c1\u3002<\/p>\n

Gartner\u9884\u6d4b\uff0c\u52302028\u5e74\uff0c90%\u7a0b\u5e8f\u5458\u5c06\u4f7f\u7528AI\u7f16\u7a0b\u5de5\u5177\uff0c\u8fd9\u4e0e2024\u5e74\u521d\u7684\u4e0d\u523014%\u4f1a\u6709\u663e\u8457\u589e\u957f\u3002<\/p>\n

\u8fd9\u79cd“\u771f\u4ebaIP + AI\u5de5\u5177”\u7684\u6a21\u5f0f\uff0c\u6b63\u5728\u6210\u4e3a\u4e00\u79cd\u65b0\u7684\u521b\u4e1a\u5e38\u6001\u3002\u6240\u8c13“\u8d85\u7ea7\u4e2a\u4f53”\u548c“\u4e00\u4eba\u516c\u53f8”\uff08OPC\uff09\u4e5f\u6b63\u6e90\u81ea\u6b64\u3002<\/p>\n

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