{"id":1909,"date":"2026-08-03T15:50:26","date_gmt":"2026-08-03T07:50:26","guid":{"rendered":"https:\/\/www.imaseo.com\/blog\/?p=1909"},"modified":"2026-06-22T15:05:58","modified_gmt":"2026-06-22T07:05:58","slug":"engineering-norms-key-vibe-coding","status":"publish","type":"post","link":"https:\/\/www.imaseo.com\/blog\/ai-tools\/engineering-norms-key-vibe-coding","title":{"rendered":"\u5de5\u7a0b\u89c4\u8303\u624d\u662fVibe Coding\u9ad8\u6548\u843d\u5730\u7684\u5173\u952e\uff0c\u7cbe\u5de7Prompt\u771f\u7684\u6ca1\u90a3\u4e48\u91cd\u8981\u5417\uff1f"},"content":{"rendered":"

\u5de5\u7a0b\u89c4\u8303\u624d\u662fVibe Coding\u9ad8\u6548\u843d\u5730\u7684\u5173\u952e\uff0c\u7cbe\u5de7Prompt\u771f\u7684\u6ca1\u90a3\u4e48\u91cd\u8981\u5417\uff1f<\/strong><\/p>\n

\u57282025\u5e74AI\u7f16\u7a0b\u5de5\u5177\u5982\u96e8\u540e\u6625\u7b0b\u822c\u6d8c\u73b0\u7684\u4eca\u5929\uff0cVibe Coding\uff08\u6c1b\u56f4\u7f16\u7a0b\uff09\u5df2\u7ecf\u5f7b\u5e95\u6539\u53d8\u4e86\u5f00\u53d1\u8005\u7684\u5de5\u4f5c\u65b9\u5f0f\u3002\u5f00\u53d1\u8005\u4e0d\u518d\u9700\u8981\u9010\u884c\u6572\u4ee3\u7801\uff0c\u800c\u662f\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u201c\u611f\u89c9\u201d\uff08vibe\uff09\uff0c\u8ba9AI\u76f4\u63a5\u751f\u6210\u5b8c\u6574\u5e94\u7528\u3002\u6548\u7387\u63d0\u5347\u660e\u663e\uff0c\u539f\u578b\u5feb\u901f\u9a8c\u8bc1\u521b\u610f\u6210\u4e3a\u53ef\u80fd\u2014\u2014\u4f46\u8fd9\u5e76\u4e0d\u662f\u8bf4\u968f\u4fbf\u6254\u4e2aPrompt\u5c31\u80fd\u7a33\u843d\u5730\u3002\u5f88\u591a\u5f00\u53d1\u8005\u53d1\u73b0\uff0c\u7cbe\u5de7\u7684Prompt\u4f18\u5316\u5f80\u5f80\u4e8b\u500d\u529f\u534a<\/strong>\uff0c\u771f\u6b63\u51b3\u5b9a\u6210\u8d25\u7684\uff0c\u662f\u90a3\u4e9b\u88ab\u5ffd\u89c6\u7684\u5de5\u7a0b\u89c4\u8303<\/strong>\u3002<\/p>\n

Vibe Coding\u7684\u6838\u5fc3\u4f18\u52bf\u5728\u4e8e\u6781\u81f4\u538b\u7f29\u91cd\u590d\u5de5\u4f5c\u3001\u964d\u4f4e\u5f00\u53d1\u95e8\u69db\u3001\u5feb\u901f\u8fed\u4ee3\u521b\u610f\u3002\u5b83\u672c\u8d28\u4e0a\u662f\u4e00\u79cd\u4eba\u673a\u534f\u540c\u7684\u65b0\u578b\u5f00\u53d1\u8303\u5f0f\uff1a\u4f60\u548cAI\u50cf\u642d\u6863\u4e00\u6837\uff0c\u5148\u804a\u5929\u8bf4\u9700\u6c42\uff0cAI\u5199\u4ee3\u7801\uff0c\u4f60\u518d\u8dd1\u8d77\u6765\u770b\u6548\u679c\u3002Karpathy\u672c\u4eba\u90fd\u8bf4\u8fc7\uff0c\u8fd9\u5c31\u50cf\u201c\u5fd8\u8bb0\u4ee3\u7801\u7684\u5b58\u5728\uff0c\u53ea\u770b\u7ed3\u679c\u201d\u3002\u5f53\u4f60\u7528\u5b83\u5904\u7406\u771f\u5b9e\u9879\u76ee\u65f6\uff0c\u5355\u7eaf\u7684Prompt\u6280\u5de7\uff08\u5982\u52a0\u62ec\u53f7\u3001\u6307\u5b9a\u683c\u5f0f\uff09\u771f\u7684\u80fd\u5e26\u6765\u8d28\u53d8\u5417\uff1f\u7b54\u6848\u5f80\u5f80\u662f\u2014\u2014\u4e0d\u662f<\/strong>\u3002<\/p>\n

Vibe Coding\u5230\u5e95\u662f\u4ec0\u4e48\uff1f\u4e3a\u4ec0\u4e48\u5b83\u8fd9\u4e48\u706b\uff1f<\/h2>\n

Vibe Coding\u4e0d\u662f\u4f20\u7edfAI\u8f85\u52a9\u7f16\u7801\uff08\u90a3\u79cd\u8fd8\u5f97\u9010\u884c\u7406\u89e3\u4ee3\u7801\uff09\uff0c\u800c\u662f\u5f00\u53d1\u8005\u5b8c\u5168\u4fe1\u4efbAI\u8f93\u51fa\uff0c\u50cf\u804a\u5929\u4e00\u6837\u5f15\u5bfcAI\u201c\u73a9\u201d\u9879\u76ee\u3002\u5de5\u5177\u5982Cursor\u3001Claude\u3001Bolt.new\u7b49\u539f\u751f\u652f\u6301\uff0c\u8ba9\u4f60\u4e00\u53e5\u201c\u505a\u4e00\u4e2a\u5e26\u7528\u6237\u767b\u5f55\u548c\u6570\u636e\u5b58\u50a8\u7684Todo App\u201d\u5c31\u80fd\u8dd1\u8d77\u6765\u3002\u5341\u51e0\u4e2a\u771f\u5b9e\u9879\u76ee\u9a8c\u8bc1\u663e\u793a\uff0c\u540c\u7b49\u9700\u6c42\u4e0b\uff0cVibe Coding\u80fd\u628a\u8017\u65f6\u4ece\u51e0\u5c0f\u65f6\u538b\u7f29\u5230\u51e0\u5341\u5206\u949f\u3002<\/p>\n

\u4f46\u706b\u70ed\u80cc\u540e\u9690\u85cf\u7740\u98ce\u9669\uff1aAI\u751f\u6210\u4ee3\u7801\u903b\u8f91\u8026\u5408\u3001\u6f0f\u6d1e\u96c6\u4e2d\u3001\u540e\u671f\u7ef4\u62a4\u96be\u3002\u5982\u679c\u5b8c\u5168\u201c\u653e\u98de\u81ea\u6211\u201d\u2014\u2014\u4e0d\u505a\u4efb\u4f55\u524d\u7f6e\u89c4\u8303\uff0c\u76f4\u63a5\u8ba9AI\u201c\u6309\u611f\u89c9\u5199\u201d\u2014\u2014\u9879\u76ee\u7ecf\u5e38\u7ffb\u8f66\uff0c\u8fd4\u5de5\u6210\u672c\u8fdc\u8d85\u91cd\u65b0\u5f00\u53d1\u3002<\/p>\n

\u4e3a\u4f55\u201c\u7cbe\u5de7Prompt\u201d\u4e0d\u662f\u6838\u5fc3\uff1f\u5de5\u7a0b\u89c4\u8303\u624d\u662f\u9ad8\u6548\u843d\u5730\u7684\u5173\u952e<\/h2>\n

\u5f88\u591a\u4eba\u628aVibe Coding\u5f53\u6210\u9b54\u6cd5\u76d2\u5b50\uff0c\u4e13\u6ce8\u5806\u780cPrompt\u7ec6\u8282\uff08\u5982\u201c\u786e\u4fdd\u4ee3\u7801\u53ef\u8bfb\u6027\u9ad8\u3001\u6dfb\u52a0\u6ce8\u91ca\u201d\uff09\u3002\u7ed3\u679c\u5462\uff1fPrompt\u4f18\u5316\u9876\u591a\u8ba9\u5355\u6b21\u4ee3\u7801\u66f4\u597d\u770b\uff0c\u4f46\u9879\u76ee\u6574\u4f53\u67b6\u6784\u3001\u6570\u636e\u5b89\u5168\u3001\u6743\u9650\u63a7\u5236\u8fd9\u4e9b\u6df1\u5c42\u95ee\u9898\uff0cAI\u6839\u672c\u770b\u4e0d\u61c2\u3002<\/p>\n

\u5de5\u7a0b\u89c4\u8303\u624d\u662fVibe Coding\u9ad8\u6548\u843d\u5730\u7684\u5173\u952e<\/strong>\u2014\u2014\u8fd9\u662f\u7ecf\u8fc78-10\u4e2a\u5b9e\u6218\u9879\u76ee\u7684\u603b\u7ed3\uff1a<\/p>\n

    \n
  1. \n

    \u5206\u5c42\u5f00\u53d1\uff0c\u6743\u8d23\u5206\u79bb<\/strong>\uff1a\u4f4e\u903b\u8f91\u5bc6\u5ea6\u7684\u91cd\u590d\u5de5\u4f5c\uff08\u9875\u9762\u642d\u5efa\u3001\u5de5\u5177\u811a\u672c\u3001\u57fa\u7840\u4ee3\u7801\uff09\u5168\u6743\u4ea4\u7ed9Vibe Coding\uff1b\u9879\u76ee\u67b6\u6784\u3001\u6838\u5fc3\u4e1a\u52a1\u903b\u8f91\u3001\u6743\u9650\u6821\u9a8c\u3001\u6570\u636e\u5b89\u5168\u7b49\u5173\u952e\u6a21\u5757\uff0c\u5fc5\u987b\u4eba\u5de5\u4e3b\u5bfc\u8bbe\u8ba1\u548c\u5ba1\u6838\u3002AI\u65e0\u6cd5\u7406\u89e3\u6df1\u5c42\u4e1a\u52a1\u903b\u8f91\uff0c\u5bb9\u6613\u51fa\u73b0\u67b6\u6784\u7f3a\u9677\u3002<\/p>\n<\/li>\n

  2. \n

    \u5c0f\u6b65\u8fed\u4ee3\uff0c\u62d2\u7edd\u6279\u91cf<\/strong>\uff1a\u6240\u6709\u4efb\u52a1\u62c6\u5206\u6210\u5355\u4e00\u529f\u80fd\u6a21\u5757\uff0c\u5355\u6b21\u53ea\u5b8c\u6210\u4e00\u4e2a\uff0c\u8fed\u4ee3\u9a8c\u8bc1\u65e0\u8bef\u540e\u518d\u63a8\u8fdb\u3002\u6279\u91cf\u7ed9AI\u5927\u4efb\u52a1\uff0c\u5bb9\u6613\u4e00\u6b21\u7ffb\u8f66\u3002<\/p>\n<\/li>\n

  3. \n

    \u5f3a\u5236\u6821\u9a8c\uff0c\u95ed\u73af\u515c\u5e95<\/strong>\uff1aAI\u751f\u6210\u4ee3\u7801\u5fc5\u987b\u7ecf\u8fc7\u81ea\u52a8\u5316\u8d28\u68c0 + \u4eba\u5de5\u590d\u6838\u53cc\u91cd\u6821\u9a8c\u3002\u675c\u7edd\u65e0\u6548\u6216\u6f0f\u6d1e\u4ee3\u7801\u4e0a\u7ebf\u3002<\/p>\n<\/li>\n<\/ol>\n

    \u8fd9\u4e9b\u89c4\u8303\u4e0d\u662f\u675f\u7f1a\uff0c\u800c\u662f\u8ba9AI\u9ad8\u6548\u7387\u53ef\u63a7\u3001\u53ef\u843d\u5730\u3001\u53ef\u8fed\u4ee3\u7684\u201c\u5239\u8f66\u7cfb\u7edf\u201d\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0cPrompt\u6280\u5de7\u53ea\u80fd\u4f18\u5316\u8f93\u51fa\u7ec6\u8282\uff0c\u5de5\u7a0b\u89c4\u8303\u80fd\u4ece\u6e90\u5934\u63a7\u5236\u98ce\u9669\u3002<\/p>\n

    \u5b9e\u6218\u6848\u4f8b\uff1a\u5ffd\u7565\u89c4\u8303\u7684\u4ee3\u4ef7 vs \u89c4\u8303\u7ea6\u675f\u7684\u6548\u7387<\/h2>\n

    \u8bef\u533a\u4e00<\/strong>\uff1a\u8ba4\u4e3a\u53ef\u4ee5\u5b8c\u5168\u4f9d\u8d56AI\uff0c\u4e0d\u505a\u524d\u7f6e\u89c4\u8303\u5b9a\u4e49\u3002\u96f6\u6563\u9700\u6c42\u76f4\u63a5\u6254\u7ed9AI\uff0c\u7ed3\u679c\u4ee3\u7801\u7ed3\u6784\u6df7\u4e71\uff0c\u540e\u671f\u91cd\u6784\u6210\u672c\u9ad8\u8fc7\u91cd\u65b0\u5f00\u53d1\u3002<\/p>\n

    \u8bef\u533a\u4e8c<\/strong>\uff1a\u8fc7\u5ea6\u7cbe\u7b80\u9700\u6c42\uff0c\u7701\u7565\u8fb9\u7f18\u573a\u666f\u3002AI\u53ea\u6309\u5b57\u9762\u6267\u884c\uff0c\u672a\u63d0\u53ca\u7684\u5f02\u5e38\u4e0d\u4f1a\u5904\u7406\uff0c\u4e0a\u7ebf\u540e\u8fd0\u884c\u6545\u969c\u9891\u53d1\u3002<\/p>\n

    \u8bef\u533a\u4e09<\/strong>\uff1a\u751f\u6210\u540e\u76f4\u63a5\u4e0a\u7ebf\uff0c\u8df3\u8fc7\u6d4b\u8bd5\u3002\u9690\u6027BUG\u5e26\u5165\u73af\u5883\uff0c\u5b89\u5168\u9690\u60a3\u5927\u3002<\/p>\n

    \u8bef\u533a\u56db<\/strong>\uff1a\u9891\u7e41\u6539\u5de5\u7a0b\u89c4\u8303\uff0c\u5bfc\u81f4\u4ee3\u7801\u98ce\u683c\u5272\u88c2\uff0c\u957f\u671f\u7ef4\u62a4\u96be\u5ea6\u6301\u7eed\u589e\u52a0\u3002<\/p>\n

    \u9488\u5bf9\u8fd9\u4e9b\uff0c\u6211\u603b\u7ed3\u51fa\u6548\u7387\u4e0e\u5b89\u5168\u5e73\u8861\u4e09\u6761\u539f\u5219<\/strong>\uff1a<\/p>\n

      \n
    • \u5bf9\u5916\u53d1\u5e03\u6216\u7ebf\u4e0a\u8fd0\u884c\u7684\u4ee3\u7801\uff0c\u5fc5\u987b\u4eba\u5de5\u5ba1\u67e5\uff0cAI\u4ec5\u8f85\u52a9\u7f16\u5199\u3002<\/li>\n
    • \u6838\u5fc3\u4e1a\u52a1\u548c\u6570\u636e\u5904\u7406\u903b\u8f91\u4eba\u5de5\u9010\u884c\u6838\u5bf9\uff0c\u8fb9\u7f18\u5de5\u5177\u7c7b\u53ef\u653e\u5bbd\u6807\u51c6\u3002<\/li>\n
    • \u56fa\u5b9a\u4e00\u5957\u57fa\u7840\u5de5\u7a0b\u89c4\u8303\uff0c\u5168\u7a0b\u6cbf\u7528\uff0c\u4ec5\u6839\u636e\u4e1a\u52a1\u5c0f\u5e45\u8c03\u6574\uff0c\u4fdd\u8bc1\u4e00\u81f4\u6027\u3002<\/li>\n<\/ul>\n

      \u5982\u4f55\u7528\u5de5\u7a0b\u89c4\u8303\u843d\u5730Vibe Coding\uff1f\u5b9e\u7528\u4e94\u6b65\u6d41\u7a0b<\/h2>\n
        \n
      1. \u660e\u786e\u9700\u6c42\u4e0e\u67b6\u6784<\/strong>\uff1a\u5148\u4eba\u5de5\u5b9a\u4e49\u6838\u5fc3\u6a21\u5757\uff08\u6743\u9650\u3001\u6570\u636e\u5e93\u3001\u4e1a\u52a1\u89c4\u5219\uff09\uff0c\u518d\u7528\u89c4\u8303\u6a21\u677f\u7ea6\u675fAI\u3002<\/li>\n
      2. \u62c6\u5206\u4efb\u52a1<\/strong>\uff1a\u6bcf\u4e2aVibe Coding\u4efb\u52a1\u53ea\u505a\u5355\u4e00\u5c0f\u529f\u80fd\uff08\u5982\u201c\u7528\u6237\u6ce8\u518c\u9875\u9762\u201d\uff09\uff0c\u4e0d\u662f\u6574\u5957App\u3002<\/li>\n
      3. AI\u751f\u6210 + \u5feb\u901f\u9a8c\u8bc1<\/strong>\uff1aAI\u8f93\u51fa\u540e\uff0c\u7acb\u523b\u8dd1\u8d77\u6765\u6d4b\u8bd5\u6838\u5fc3\u8def\u5f84\u3002<\/li>\n
      4. \u4eba\u5de5\u590d\u6838<\/strong>\uff1a\u91cd\u70b9\u5ba1\u6838\u903b\u8f91\u3001\u6570\u636e\u5b89\u5168\u3001\u5f02\u5e38\u5904\u7406\u3002<\/li>\n
      5. \u8fed\u4ee3\u95ed\u73af<\/strong>\uff1a\u65e0\u8bef\u540e\u518d\u63a8\u8fdb\u4e0b\u4e00\u6b65\uff0c\u4fdd\u7559\u89c4\u8303\u6587\u6863\u3002<\/li>\n<\/ol>\n

        \u642d\u914d\u539f\u751f\u9002\u914d\u5de5\u5177\uff08\u5982\u652f\u6301\u4e0a\u4e0b\u6587\u8bb0\u5fc6\u7684Cursor\u6216Claude\uff09\uff0c\u8fd9\u4e2a\u6d41\u7a0b\u80fd\u8ba9Vibe Coding\u5728\u4e2d\u5c0f\u578b\u9879\u76ee\u4e2d\u7a33\u5b9a\u53d1\u6325\u4ef7\u503c\u3002\u5de5\u5177\u53ea\u662f\u8f7d\u4f53\uff0c\u6d41\u7a0b\u65b9\u6cd5\u624d\u662f\u51b3\u5b9a\u6210\u8d25\u7684\u5173\u952e\u3002<\/p>\n

        \u7ed3\u8bed\uff1aVibe Coding\u7684\u6838\u5fc3\u7ade\u4e89\u529b\u6c38\u8fdc\u5728\u89c4\u8303\u4e0a<\/h2>\n

        Vibe Coding\u4e0d\u662f\u201cAI\u66ff\u4ee3\u4eba\u5de5\u5199\u4ee3\u7801\u201d\uff0c\u800c\u662f\u901a\u8fc7\u81ea\u7136\u8bed\u8a00\u9700\u6c42\u9a71\u52a8 + \u6807\u51c6\u5316\u5de5\u7a0b\u89c4\u5219\uff0c\u91cd\u6784\u8f7b\u91cf\u5316\u3001\u9ad8\u6548\u7387\u7684\u5f00\u53d1\u6d41\u7a0b\u3002\u7cbe\u5de7Prompt\u53ea\u80fd\u4f18\u5316\u5355\u6b21\u8f93\u51fa\uff0c\u5b8c\u5584\u7684\u5de5\u7a0b\u89c4\u8303\u624d\u80fd\u4fdd\u969c\u9879\u76ee\u957f\u671f\u7a33\u5b9a\u843d\u5730\u3002<\/p>\n

        \u7ecf\u8fc7\u5b9e\u6218\u9a8c\u8bc1\uff0c\u5de5\u7a0b\u89c4\u8303 + \u5206\u6b65\u8fed\u4ee3 + \u95ed\u73af\u6821\u9a8c<\/strong> \u662f\u7a33\u5b9a\u53d1\u6325Vibe Coding\u6781\u81f4\u6548\u7387\u7684\u552f\u4e00\u8def\u5f84\u3002\u6452\u5f03\u7c97\u653e\u7684\u201cAI\u81ea\u7531\u53d1\u6325\u201d\u6a21\u5f0f\uff0c\u7528\u89c4\u8303\u7ea6\u675fAI\uff0c\u7528\u6807\u51c6\u5316\u6d41\u7a0b\u628a\u63a7\u8d28\u91cf\uff0c\u624d\u80fd\u9ad8\u6548\u4e14\u7a33\u5065\u5730\u843d\u5730\u9879\u76ee\u3002<\/p>\n

        \u4f60\u5728\u4f7f\u7528Vibe Coding\u5f00\u53d1\u65f6\uff0c\u9047\u5230\u8fc7\u6700\u5f71\u54cd\u6548\u7387\u7684\u4ee3\u7801\u7ffb\u8f66\u95ee\u9898\u662f\u4ec0\u4e48\uff1f<\/strong>
        \n\u4f60\u4f1a\u9009\u62e9\u7528Vibe Coding\u5904\u7406\u6838\u5fc3\u4e1a\u52a1\u6a21\u5757\u8fd8\u662f\u4ec5\u7528\u4e8e\u539f\u578b\u3001\u5de5\u5177\u7c7b\u5f00\u53d1\uff1f<\/strong> \u6b22\u8fce\u5728\u8bc4\u8bba\u533a\u5206\u4eab\u4f60\u7684\u7ecf\u9a8c\uff0c\u4e00\u8d77\u4ea4\u6d41\u5982\u4f55\u8ba9AI\u66f4\u9ad8\u6548\u3001\u66f4\u5b89\u5168\uff01<\/p>\n","protected":false},"excerpt":{"rendered":"

        \u5de5\u7a0b\u89c4\u8303\u624d\u662fVibe Coding\u9ad8\u6548\u843d\u5730\u7684\u5173\u952e\uff0c\u7cbe\u5de7Prompt\u771f\u7684\u6ca1\u90a3\u4e48\u91cd\u8981\u5417\uff1f \u57282025\u5e74AI\u7f16\u7a0b\u5de5\u5177\u5982\u96e8\u540e\u6625\u7b0b\u2026<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"closed","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[7],"tags":[],"class_list":["post-1909","post","type-post","status-publish","format-standard","hentry","category-ai-tools"],"_links":{"self":[{"href":"https:\/\/www.imaseo.com\/blog\/wp-json\/wp\/v2\/posts\/1909","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/www.imaseo.com\/blog\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/www.imaseo.com\/blog\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/www.imaseo.com\/blog\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/www.imaseo.com\/blog\/wp-json\/wp\/v2\/comments?post=1909"}],"version-history":[{"count":1,"href":"https:\/\/www.imaseo.com\/blog\/wp-json\/wp\/v2\/posts\/1909\/revisions"}],"predecessor-version":[{"id":1910,"href":"https:\/\/www.imaseo.com\/blog\/wp-json\/wp\/v2\/posts\/1909\/revisions\/1910"}],"wp:attachment":[{"href":"https:\/\/www.imaseo.com\/blog\/wp-json\/wp\/v2\/media?parent=1909"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/www.imaseo.com\/blog\/wp-json\/wp\/v2\/categories?post=1909"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/www.imaseo.com\/blog\/wp-json\/wp\/v2\/tags?post=1909"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}