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Schema\uff09\uff0c\u9002\u914d\u590d\u6742\u4efb\u52a1\u9700\u6c42\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u5b9e\u8df5\u903b\u8f91\u53ef\u6982\u62ec\u4e3a\u201c\u5148\u6536\u96c6\u2192\u518d\u63a8\u7406\u2192\u518d\u7ed3\u6784\u5316\u8f93\u51fa\u201d\uff1a\u4f8b\u5982\u5ba2\u670d\u667a\u80fd\u4f53\u56de\u7b54\u201c\u8ba2\u5355\u4e3a\u4f55\u672a\u5230\u201d\u65f6\uff0c\u4f1a\u5148\u68c0\u7d22\u7269\u6d41API\u3001\u7528\u6237\u5386\u53f2\u8ba2\u5355\u3001\u552e\u540e\u653f\u7b56\u7b49\u4fe1\u606f\uff0c\u7ec4\u88c5\u6210\u5b8c\u6574\u4e0a\u4e0b\u6587\uff0c\u518d\u6309\u9884\u8bbe\u683c\u5f0f\u8f93\u51fa\u89e3\u51b3\u65b9\u6848\uff0c\u8fd9\u5c31\u662f\u5178\u578b\u7684\u4e0a\u4e0b\u6587\u5de5\u7a0b\u5b9e\u8df5\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. 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Agent\uff08\u591a\u667a\u80fd\u4f53\uff09\u67b6\u6784\u7684\u5d1b\u8d77\u5960\u5b9a\u4e86\u57fa\u7840\uff1b\u540c\u65f6\u8bc1\u660e\uff0c\u6a21\u578b\u7684\u80fd\u529b\u8fb9\u754c\u5e76\u975e\u56fa\u5b9a\uff0c\u800c\u662f\u53d6\u51b3\u4e8e\u4e3a\u5176\u6784\u5efa\u7684\u4fe1\u606f\u73af\u5883\u3002<\/p>\n\n\n\n<p>\u5c40\u9650\uff1a\u968f\u7740\u591a\u667a\u80fd\u4f53\u67b6\u6784\u7684\u666e\u53ca\uff0c\u4e0a\u4e0b\u6587\u5de5\u7a0b\u7684\u590d\u6742\u5ea6\u9010\u6e10\u8d85\u51fa\u5355\u4e2a\u667a\u80fd\u4f53\u7684\u7ba1\u7406\u80fd\u529b\uff0c\u51fa\u73b0\u72b6\u6001\u540c\u6b65\u56f0\u96be\u3001\u9519\u8bef\u4f20\u64ad\u3001\u6280\u80fd\u788e\u7247\u5316\u7b49\u95ee\u9898\uff1b\u4e14\u4ecd\u672a\u5b9e\u73b0\u4e0e\u4f20\u7edf\u8f6f\u4ef6\u5de5\u7a0b\u7684\u6df1\u5ea6\u878d\u5408\uff0c\u5728\u751f\u4ea7\u7ea7\u5f00\u53d1\u573a\u666f\u4e2d\u9002\u914d\u6027\u4e0d\u8db3\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u56db\u3001\u7b2c\u4e09\u6b21\u8fdb\u5316\uff1aVibe Engineering\u2014\u2014AI\u4e0e\u4f20\u7edf\u5de5\u7a0b\u7684\u878d\u5408\u8303\u5f0f\uff082024-2025\uff09<\/h2>\n\n\n\n<p>\u5f53\u4e0a\u4e0b\u6587\u5de5\u7a0b\u89e3\u51b3\u4e86\u201c\u590d\u6742\u4efb\u52a1\u5904\u7406\u201d\u7684\u57fa\u7840\u95ee\u9898\u540e\uff0cAI\u5de5\u7a0b\u5316\u7684\u6838\u5fc3\u8bc9\u6c42\u8f6c\u5411\u201c\u5982\u4f55\u8ba9AI\u5de5\u5177\u4e0e\u4f20\u7edf\u8f6f\u4ef6\u5de5\u7a0b\u6df1\u5ea6\u878d\u5408\uff0c\u63d0\u5347\u5f00\u53d1\u6548\u7387\u4e0e\u8d28\u91cf\u201d\uff0cVibe Engineering\uff08\u6c1b\u56f4\u5de5\u7a0b\uff09\u5e94\u8fd0\u800c\u751f\uff0c\u8fd9\u4e00\u6982\u5ff5\u7531Simon Willison\u63d0\u51fa\uff0c\u6838\u5fc3\u662f\u201c\u8ba9\u8d44\u6df1\u5f00\u53d1\u8005\u9ad8\u6548\u5229\u7528AI\u5de5\u5177\uff0c\u540c\u65f6\u4fdd\u6301\u5bf9\u4ee3\u7801\u8d28\u91cf\u4e0e\u5f00\u53d1\u6d41\u7a0b\u7684\u4e25\u683c\u628a\u63a7\u201d\uff0c\u642d\u5efa\u8d77AI\u4e0e\u4f20\u7edf\u5de5\u7a0b\u4e4b\u95f4\u7684\u6865\u6881\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u6838\u5fc3\u5b9a\u4e49\u4e0e\u76ee\u6807<\/h3>\n\n\n\n<p>Vibe Engineering\u5e76\u975e\u201c\u968f\u610f\u4f9d\u8d56AI\u751f\u6210\u4ee3\u7801\u201d\uff08\u5373Vibe 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class=\"wp-block-list\">\n<li>\u9ad8\u6548\u4f7f\u7528AI\u5de5\u5177\uff1a\u8981\u6c42\u5f00\u53d1\u8005\u6df1\u5165\u7406\u89e3AI\u5de5\u5177\u7684\u7279\u6027\u4e0e\u9677\u9631\uff0c\u80fd\u591f\u7cbe\u51c6\u5f15\u5bfcAI\u751f\u6210\u9ad8\u8d28\u91cf\u4ee3\u7801\uff0c\u800c\u975e\u76f2\u76ee\u4f9d\u8d56\uff1b<\/li>\n\n\n\n<li>\u5f3a\u5316\u4f20\u7edf\u5de5\u7a0b\u5b9e\u8df5\uff1a\u5c06AI\u5de5\u5177\u4e0e\u81ea\u52a8\u5316\u6d4b\u8bd5\u3001\u7248\u672c\u63a7\u5236\u3001\u4ee3\u7801\u5ba1\u67e5\u3001\u6587\u6863\u7ba1\u7406\u7b49\u4f20\u7edf\u8f6f\u4ef6\u5de5\u7a0b\u5b9e\u8df5\u6df1\u5ea6\u7ed3\u5408\uff0c\u901a\u8fc7\u5b8c\u5584\u7684\u6d41\u7a0b\u4fdd\u969c\u4ee3\u7801\u8d28\u91cf\uff1b<\/li>\n\n\n\n<li>\u660e\u786e\u5206\u5de5\u8fb9\u754c\uff1a\u4eba\u7c7b\u5f00\u53d1\u8005\u4e3b\u5bfc\u6838\u5fc3\u51b3\u7b56\u3001\u8d28\u91cf\u628a\u63a7\uff0cAI\u8d1f\u8d23\u91cd\u590d\u6027\u3001\u57fa\u7840\u6027\u5f00\u53d1\u4efb\u52a1\uff08\u5982\u4ee3\u7801\u7247\u6bb5\u751f\u6210\u3001\u6ce8\u91ca\u7f16\u5199\uff09\uff0c\u5b9e\u73b0\u201c\u4eba\u7c7b\u4e3b\u5bfc\u3001AI\u8f85\u52a9\u201d\u7684\u534f\u540c\u6a21\u5f0f\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u4ef7\u503c\u4e0e\u5c40\u9650<\/h3>\n\n\n\n<p>\u4ef7\u503c\uff1a\u586b\u8865\u4e86\u201cAI\u5de5\u7a0b\u4e0e\u4f20\u7edf\u5de5\u7a0b\u8131\u8282\u201d\u7684\u7a7a\u767d\uff0c\u8ba9AI\u4ece\u201c\u8f85\u52a9\u751f\u6210\u4ee3\u7801\u201d\u5347\u7ea7\u4e3a\u201c\u878d\u5165\u5f00\u53d1\u5168\u6d41\u7a0b\u201d\uff0c\u663e\u8457\u63d0\u5347\u8f6f\u4ef6\u5f00\u53d1\u6548\u7387\uff0c\u540c\u65f6\u4fdd\u969c\u4ee3\u7801\u8d28\u91cf\uff1b\u5176\u201c\u4e13\u4e1a\u4e3b\u5bfc\u3001AI\u8f85\u52a9\u201d\u7684\u903b\u8f91\uff0c\u4e5f\u4e3a\u540e\u7eedHarness Engineering\u7684\u53d1\u5c55\u63d0\u4f9b\u4e86\u91cd\u8981\u501f\u9274\u3002<\/p>\n\n\n\n<p>\u5c40\u9650\uff1a\u573a\u666f\u9002\u914d\u6027\u8f83\u5f3a\uff0c\u4e3b\u8981\u805a\u7126\u4e8e\u8f6f\u4ef6\u5f00\u53d1\u9886\u57df\uff0c\u96be\u4ee5\u6cdb\u5316\u5230\u5176\u4ed6\u884c\u4e1a\uff1b\u4e14\u5bf9\u5f00\u53d1\u8005\u7684AI\u5de5\u5177\u4f7f\u7528\u80fd\u529b\u8981\u6c42\u8f83\u9ad8\uff0c\u4e2d\u5c0f\u56e2\u961f\u843d\u5730\u95e8\u69db\u8f83\u9ad8\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u4e94\u3001\u7b2c\u56db\u6b21\u8fdb\u5316\uff1aHarness Engineering\u2014\u2014Agentic AI\u89c4\u6a21\u5316\u843d\u5730\u7684\u6838\u5fc3\u8303\u5f0f\uff082025\u81f3\u4eca\uff09<\/h2>\n\n\n\n<p>\u5f53Vibe Engineering\u5b9e\u73b0AI\u4e0e\u4f20\u7edf\u5de5\u7a0b\u7684\u878d\u5408\u540e\uff0cAI\u5de5\u7a0b\u5316\u7684\u6838\u5fc3\u75db\u70b9\u8f6c\u5411\u201c\u5982\u4f55\u8ba9\u667a\u80fd\u4f53\uff08Agentic AI\uff09\u5b9e\u73b0\u81ea\u4e3b\u3001\u53ef\u9760\u3001\u89c4\u6a21\u5316\u8fd0\u8f6c\u201d\uff0cHarness Engineering\uff08\u9a7e\u9a6d\u5de5\u7a0b\uff09\u5e94\u8fd0\u800c\u751f\u3002\u8fd9\u4e00\u6982\u5ff5\u7531HashiCorp\u8054\u5408\u521b\u59cb\u4ebaMitchell Hashimoto\u4e8e2026\u5e742\u6708\u9996\u6b21\u63d0\u51fa\uff0c\u516d\u5929\u540e\u88abOpenAI\u5728\u767e\u4e07\u884c\u4ee3\u7801\u5b9e\u9a8c\u62a5\u544a\u4e2d\u6b63\u5f0f\u91c7\u7528\uff0c\u8fc5\u901f\u6210\u4e3aAI\u5de5\u7a0b\u5316\u9886\u57df\u7684\u6838\u5fc3\u8303\u5f0f\uff0c\u5176\u6838\u5fc3\u54f2\u5b66\u662f\u201c\u4eba\u7c7b\u638c\u8235\uff0c\u667a\u80fd\u4f53\u6267\u884c\uff08Human Steer, Agent Execute\uff09\u201d\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">1. \u6838\u5fc3\u5b9a\u4e49\u4e0e\u76ee\u6807<\/h3>\n\n\n\n<p>Harness Engineering\u662f\u56f4\u7ed5AI\u667a\u80fd\u4f53\u8bbe\u8ba1\u548c\u6784\u5efa\u7ea6\u675f\u673a\u5236\u3001\u53cd\u9988\u56de\u8def\u3001\u5de5\u4f5c\u6d41\u63a7\u5236\u548c\u6301\u7eed\u6539\u8fdb\u5faa\u73af\u7684\u7cfb\u7edf\u5de5\u7a0b\u5b9e\u8df5\uff0c\u6838\u5fc3\u662f\u201c\u4f18\u5316\u6a21\u578b\u8fd0\u884c\u7684\u73af\u5883\u800c\u975e\u6a21\u578b\u672c\u8eab\u201d\uff0c\u672c\u8d28\u662f\u4e3aAI\u667a\u80fd\u4f53\u6253\u9020\u4e00\u5957\u5b8c\u6574\u7684\u201c\u57fa\u7840\u8bbe\u65bd\u4e0e\u7ba1\u63a7\u4f53\u7cfb\u201d\u2014\u2014\u5c31\u50cf\u7ed9\u70c8\u9a6c\u914d\u5907\u9a6c\u5177\uff0c\u8ba9\u5f3a\u5927\u7684AI\u6a21\u578b\uff08\u70c8\u9a6c\uff09\u5728\u53ef\u63a7\u8303\u56f4\u5185\u53d1\u6325\u80fd\u529b\uff0c\u5b9e\u73b0\u89c4\u6a21\u5316\u843d\u5730\u3002\u5176\u6838\u5fc3\u76ee\u6807\u662f\u89e3\u51b3\u524d\u4e09\u79cd\u8303\u5f0f\u201c\u4e0d\u53ef\u63a7\u3001\u96be\u89c4\u6a21\u5316\u201d\u7684\u75db\u70b9\uff0c\u63a8\u52a8Agentic AI\u4ece\u201c\u5b9e\u9a8c\u5ba4demo\u201d\u8d70\u5411\u201c\u751f\u4ea7\u7ea7\u5e94\u7528\u201d\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">2. \u6838\u5fc3\u7ec4\u4ef6\u4e0e\u5b9e\u8df5\u903b\u8f91<\/h3>\n\n\n\n<p>Harness Engineering\u7684\u6838\u5fc3\u662f\u6784\u5efa\u201c\u56db\u5927\u62a4\u680f\u201d\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u7ba1\u63a7\u4e0e\u4f18\u5316\u4f53\u7cfb\uff0c\u540c\u65f6\u6574\u5408\u524d\u4e09\u79cd\u8303\u5f0f\u7684\u6838\u5fc3\u4f18\u52bf\uff0c\u5177\u4f53\u7ec4\u4ef6\u5305\u62ec\uff1a<\/p>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u4e0a\u4e0b\u6587\u5de5\u7a0b\uff08\u5b50\u96c6\uff09\uff1a\u63d0\u4f9b\u7a33\u5b9a\u3001\u5c0f\u5de7\u7684\u4fe1\u606f\u5165\u53e3\uff0c\u5f15\u5bfc\u667a\u80fd\u4f53\u6309\u9700\u68c0\u7d22\u66f4\u591a\u4e0a\u4e0b\u6587\uff0c\u907f\u514d\u4fe1\u606f\u5197\u4f59\uff1b<\/li>\n\n\n\n<li>\u67b6\u6784\u7ea6\u675f\uff08\u7f30\u7ef3\uff09\uff1a\u5c06\u67b6\u6784\u89c4\u5219\u7f16\u7801\u4e3a\u81ea\u5b9a\u4e49Linter\u89c4\u5219\uff0c\u8fdd\u53cd\u89c4\u5219\u5373\u62e6\u622a\uff0c\u540c\u65f6\u5f15\u5bfc\u667a\u80fd\u4f53\u81ea\u6211\u4fee\u6b63\uff1b<\/li>\n\n\n\n<li>\u53cd\u9988\u5faa\u73af\uff08\u667a\u80fd\u4f53\u5ba1\u667a\u80fd\u4f53\uff09\uff1a\u901a\u8fc7\u667a\u80fd\u4f53\u4e4b\u95f4\u7684\u76f8\u4e92\u5ba1\u6838\u3001\u6d4b\u8bd5\u5957\u4ef6\u6821\u9a8c\uff0c\u5f62\u6210\u9519\u8bef\u81ea\u7ea0\u6b63\u673a\u5236\uff0c\u51cf\u5c11\u4eba\u5de5\u4ecb\u5165\uff1b<\/li>\n\n\n\n<li>\u71b5\u7ba1\u7406\uff08\u5783\u573e\u56de\u6536\uff09\uff1a\u901a\u8fc7\u540e\u53f0\u667a\u80fd\u4f53\u5b9a\u671f\u626b\u63cf\u504f\u5dee\u3001\u4fee\u590d\u6587\u6863\u4e0e\u4ee3\u7801\u4e0d\u4e00\u81f4\u3001\u53d1\u8d77\u91cd\u6784\uff0c\u51cf\u5c11\u6280\u672f\u503a\u52a1\u79ef\u7d2f\u3002<\/li>\n<\/ul>\n\n\n\n<p>\u5b9e\u8df5\u903b\u8f91\u9075\u5faa\u201c\u4eba\u7c7b\u5b9a\u610f\u56fe\u2192\u7cfb\u7edf\u642d\u62a4\u680f\u2192\u667a\u80fd\u4f53\u53bb\u6267\u884c\u2192\u53cd\u9988\u81ea\u4f18\u5316\u201d\u7684\u95ed\u73af\uff0c\u4f8b\u5982Stripe\u7684AI\u667a\u80fd\u4f53\u7cfb\u7edf\uff0c\u901a\u8fc7Harness\u4f53\u7cfb\u6bcf\u5468\u751f\u62101300\u4e2aAI\u7f16\u5199\u7684Pull Request\uff0c\u5b9e\u73b0\u89c4\u6a21\u5316\u9ad8\u6548\u5f00\u53d1\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">3. \u4e0e\u524d\u4e09\u79cd\u8303\u5f0f\u7684\u6838\u5fc3\u533a\u522b<\/h3>\n\n\n\n<ul class=\"wp-block-list\">\n<li>\u6838\u5fc3\u5b9a\u4f4d\u4e0d\u540c\uff1a\u63d0\u793a\u8bcd\u5de5\u7a0b\u662f\u201c\u6307\u4ee4\u4f18\u5316\u201d\uff0c\u4e0a\u4e0b\u6587\u5de5\u7a0b\u662f\u201c\u73af\u5883\u6784\u5efa\u201d\uff0cVibe\u662f\u201c\u5de5\u7a0b\u878d\u5408\u201d\uff0cHarness\u662f\u201c\u7cfb\u7edf\u7ba1\u63a7\u4e0e\u57fa\u7840\u8bbe\u65bd\u6784\u5efa\u201d\uff1b<\/li>\n\n\n\n<li>\u4eba\u7c7b\u89d2\u8272\u4e0d\u540c\uff1a\u524d\u4e09\u79cd\u8303\u5f0f\u4e2d\uff0c\u4eba\u7c7b\u662f\u201c\u6267\u884c\u8005\u201d\uff08\u4f18\u5316\u63d0\u793a\u3001\u6784\u5efa\u4e0a\u4e0b\u6587\u3001\u4e3b\u5bfc\u5f00\u53d1\uff09\uff0cHarness\u4e2d\u4eba\u7c7b\u662f\u201c\u638c\u8235\u8005\u201d\uff0c\u4ec5\u8bbe\u5b9a\u610f\u56fe\u4e0e\u8fb9\u754c\uff0c\u667a\u80fd\u4f53\u662f\u201c\u6267\u884c\u8005\u201d\uff1b<\/li>\n\n\n\n<li>\u80fd\u529b\u8fb9\u754c\u4e0d\u540c\uff1aHarness\u80fd\u591f\u652f\u6491\u5927\u89c4\u6a21\u667a\u80fd\u4f53\u534f\u540c\uff0c\u5b9e\u73b0\u6280\u80fd\u590d\u7528\u4e0e\u89c4\u6a21\u5316\u843d\u5730\uff0c\u7a81\u7834\u4e86\u524d\u4e09\u79cd\u8303\u5f0f\u7684\u80fd\u529b\u5c40\u9650\u3002<\/li>\n<\/ul>\n\n\n\n<h3 class=\"wp-block-heading\">4. \u4ef7\u503c\u4e0e\u5c40\u9650<\/h3>\n\n\n\n<p>\u4ef7\u503c\uff1a\u4f5c\u4e3aAI\u5de5\u7a0b\u5316\u7684\u7b2c\u56db\u6b21\u8fdb\u5316\uff0cHarness Engineering\u7834\u89e3\u4e86\u524d\u4e09\u79cd\u8303\u5f0f\u201c\u96be\u89c4\u6a21\u5316\u3001\u96be\u7ba1\u63a7\u201d\u7684\u6838\u5fc3\u75db\u70b9\uff0c\u5b9e\u73b0\u4e86\u201c\u4eba\u7c7b\u7cbe\u51c6\u638c\u8235\u3001\u667a\u80fd\u4f53\u9ad8\u6548\u6267\u884c\u201d\u7684\u6a21\u5f0f\uff0c\u5927\u5e45\u63d0\u5347\u4e86AI\u5e94\u7528\u7684\u53ef\u9760\u6027\u4e0e\u53ef\u6269\u5c55\u6027\uff1b\u7814\u7a76\u8868\u660e\uff0c\u76f8\u540c\u6a21\u578b\u5728\u4e0d\u540cHarness\u914d\u7f6e\u4e0b\uff0c\u6027\u80fd\u5dee\u8ddd\u53ef\u8fbe6\u500d\u4e4b\u591a\uff0c\u8db3\u89c1\u5176\u6838\u5fc3\u4ef7\u503c\u3002<\/p>\n\n\n\n<p>\u5c40\u9650\uff1a\u76ee\u524d\u4ecd\u5904\u4e8e\u53d1\u5c55\u521d\u671f\uff0c\u5b9e\u8df5\u95e8\u69db\u8f83\u9ad8\uff0c\u9700\u8981\u5de5\u7a0b\u5e08\u517c\u987e\u67b6\u6784\u8bbe\u8ba1\u3001\u81ea\u52a8\u5316\u6d4b\u8bd5\u3001\u667a\u80fd\u4f53\u534f\u540c\u7b49\u591a\u9886\u57df\u77e5\u8bc6\uff1b\u4e0d\u540c\u884c\u4e1a\u7684Harness\u4f53\u7cfb\u9002\u914d\u6027\u4e0d\u8db3\uff0c\u7f3a\u4e4f\u6807\u51c6\u5316\u6846\u67b6\uff1b\u667a\u80fd\u4f53\u7684\u81ea\u4e3b\u51b3\u7b56\u8fb9\u754c\u4ecd\u9700\u660e\u786e\uff0c\u907f\u514d\u56e0\u7ea6\u675f\u4e0d\u8db3\u5bfc\u81f4\u98ce\u9669\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u516d\u3001\u603b\u7ed3\uff1aAI\u5de5\u7a0b\u5316\u56db\u6b21\u8fdb\u5316\u7684\u6838\u5fc3\u542f\u793a<\/h2>\n\n\n\n<p>AI\u5de5\u7a0b\u5316\u7684\u56db\u6b21\u8fdb\u5316\uff0c\u672c\u8d28\u4e0a\u662f\u4e00\u573a\u201c\u4ece\u5c40\u90e8\u4f18\u5316\u5230\u7cfb\u7edf\u7ba1\u63a7\u201d\u7684\u8fed\u4ee3\u4e4b\u65c5\uff1a\u63d0\u793a\u8bcd\u5de5\u7a0b\u89e3\u51b3\u201c\u6a21\u578b\u542c\u61c2\u6307\u4ee4\u201d\u7684\u57fa\u7840\u95ee\u9898\uff0c\u4e0a\u4e0b\u6587\u5de5\u7a0b\u89e3\u51b3\u201c\u590d\u6742\u4efb\u52a1\u5904\u7406\u201d\u7684\u573a\u666f\u95ee\u9898\uff0cVibe Engineering\u89e3\u51b3\u201c\u4e0e\u4f20\u7edf\u5de5\u7a0b\u878d\u5408\u201d\u7684\u8854\u63a5\u95ee\u9898\uff0cHarness Engineering\u89e3\u51b3\u201c\u89c4\u6a21\u5316\u3001\u53ef\u63a7\u6027\u201d\u7684\u6838\u5fc3\u75db\u70b9\uff0c\u56db\u8005\u5c42\u5c42\u9012\u8fdb\u3001\u76f8\u4e92\u652f\u6491\uff0c\u5171\u540c\u63a8\u52a8AI\u4ece\u201c\u5b9e\u9a8c\u5ba4demo\u201d\u8d70\u5411\u201c\u751f\u4ea7\u7ea7\u5e94\u7528\u201d\u3002<\/p>\n\n\n\n<p>\u6838\u5fc3\u542f\u793a\u6709\u4e8c\uff1a\u4e00\u662fAI\u5de5\u7a0b\u5316\u7684\u6838\u5fc3\u59cb\u7ec8\u662f\u201c\u91ca\u653eAI\u80fd\u529b\u7684\u540c\u65f6\uff0c\u5b9e\u73b0\u53ef\u63a7\u4e0e\u89c4\u6a21\u5316\u201d\uff0c\u800c\u975e\u5355\u7eaf\u8ffd\u6c42\u66f4\u5f3a\u5927\u7684\u6a21\u578b\uff1b\u4e8c\u662f\u6bcf\u4e00\u79cd\u5de5\u7a0b\u8303\u5f0f\u90fd\u4e0d\u662f\u5b64\u7acb\u7684\uff0c\u800c\u662f\u5728\u524d\u4e00\u79cd\u8303\u5f0f\u7684\u57fa\u7840\u4e0a\uff0c\u7834\u89e3\u6838\u5fc3\u75db\u70b9\u3001\u5b9e\u73b0\u80fd\u529b\u5347\u7ea7\u3002\u672a\u6765\uff0cAI\u5de5\u7a0b\u5316\u5c06\u56f4\u7ed5Harness 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class=\"wp-block-heading\">\u6848\u4f8b1\uff1a\u5bb6\u5c45\u4e0e\u5bb6\u5ead\u670d\u52a1\u2014\u2014\u6570\u5b57\u5bb6\u5ead\u673a\u5668\u4eba\u7684\u5168\u573a\u666f\u9002\u914d\uff08\u9644\u67b6\u6784\u56fe+\u6d41\u7a0b\u56fe\uff09<\/h4>\n\n\n\n<p>\u5f53\u524d\u6570\u5b57\u5bb6\u5ead\u673a\u5668\u4eba\u5df2\u9010\u6b65\u8d70\u8fdb\u5bfb\u5e38\u767e\u59d3\u5bb6\uff0c\u5176\u6838\u5fc3\u652f\u6491\u662fAI\u5de5\u7a0b\u5316\u4f53\u7cfb\u7684\u6574\u5408\u5e94\u7528\uff0c\u4e3a\u66f4\u76f4\u89c2\u5448\u73b0\u5176\u8fd0\u884c\u903b\u8f91\uff0c\u6211\u4eec\u901a\u8fc7<strong>\u6838\u5fc3\u67b6\u6784\u56fe<\/strong>\u3001<strong>\u573a\u666f\u6d41\u7a0b\u56fe<\/strong>\u7ed3\u5408\u5b9e\u9645\u5e94\u7528\u573a\u666f\uff0c\u62c6\u89e3\u5176\u80cc\u540e\u7684AI\u5de5\u7a0b\u5316\u903b\u8f91\uff1a<\/p>\n\n\n\n<p>\u5f53\u524d\u6570\u5b57\u5bb6\u5ead\u673a\u5668\u4eba\u5df2\u9010\u6b65\u8d70\u8fdb\u5bfb\u5e38\u767e\u59d3\u5bb6\uff0c\u5176\u6838\u5fc3\u652f\u6491\u662fAI\u5de5\u7a0b\u5316\u4f53\u7cfb\u7684\u6574\u5408\u5e94\u7528\uff1a\u901a\u8fc7\u63d0\u793a\u8bcd\u5de5\u7a0b\u4f18\u5316\u8bed\u97f3\u4ea4\u4e92\u6307\u4ee4\uff0c\u8ba9\u673a\u5668\u4eba\u7cbe\u51c6\u7406\u89e3\u4eba\u7c7b\u9700\u6c42\uff08\u5982\u201c\u6253\u5f00\u7a7a\u8c03\u201d\u201c\u63a8\u8350\u8fd0\u52a8\u8ba1\u5212\u201d\uff09\uff1b\u501f\u52a9\u4e0a\u4e0b\u6587\u5de5\u7a0b\u6784\u5efa\u7528\u6237\u8bb0\u5fc6\u7cfb\u7edf\uff0c\u8bb0\u5f55\u7528\u6237\u7684\u751f\u6d3b\u4e60\u60ef\u3001\u5065\u5eb7\u6570\u636e\u3001\u504f\u597d\u8bbe\u7f6e\uff0c\u5b9e\u73b0\u4e2a\u6027\u5316\u670d\u52a1\u9002\u914d\uff1b\u4f9d\u6258Harness 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Engineering\u4fdd\u969c\u670d\u52a1\u5b89\u5168\u4e0e\u7a33\u5b9a\u6027\uff0c\u8ba9\u673a\u5668\u4eba\u771f\u6b63\u878d\u5165\u5bb6\u5ead\u751f\u6d3b\uff0c\u7b80\u5316\u65e5\u5e38\u4e8b\u52a1\u3002<\/p>\n\n\n\n<p>\u67b6\u6784\u6838\u5fc3\u5206\u4e3a4\u5c42\uff0c\u81ea\u4e0a\u800c\u4e0b\u5b9e\u73b0\u201c\u9700\u6c42\u8f93\u5165\u2192\u6307\u4ee4\u5904\u7406\u2192\u80fd\u529b\u652f\u6491\u2192\u670d\u52a1\u8f93\u51fa\u201d\u7684\u95ed\u73af\uff0c\u5b8c\u7f8e\u6574\u5408\u56db\u6b21AI\u5de5\u7a0b\u5316\u8303\u5f0f\u7684\u6838\u5fc3\u80fd\u529b\uff1a<\/p>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"783\" height=\"994\" src=\"https:\/\/www.puzi7.net\/wp-content\/uploads\/2026\/05\/image-2.png\" alt=\"\" class=\"wp-image-2123\" srcset=\"https:\/\/www.puzi7.net\/wp-content\/uploads\/2026\/05\/image-2.png 783w, https:\/\/www.puzi7.net\/wp-content\/uploads\/2026\/05\/image-2-236x300.png 236w, https:\/\/www.puzi7.net\/wp-content\/uploads\/2026\/05\/image-2-768x975.png 768w\" sizes=\"auto, (max-width: 783px) 100vw, 783px\" \/><\/figure>\n\n\n\n<p><\/p>\n\n\n\n<h4 class=\"wp-block-heading\">\u4e8c\u3001\u5178\u578b\u573a\u666f\u6d41\u7a0b\u56fe<\/h4>\n\n\n\n<figure class=\"wp-block-image size-full\"><img loading=\"lazy\" decoding=\"async\" width=\"759\" height=\"945\" src=\"https:\/\/www.puzi7.net\/wp-content\/uploads\/2026\/05\/image-1.png\" alt=\"\" class=\"wp-image-2122\" srcset=\"https:\/\/www.puzi7.net\/wp-content\/uploads\/2026\/05\/image-1.png 759w, https:\/\/www.puzi7.net\/wp-content\/uploads\/2026\/05\/image-1-241x300.png 241w\" sizes=\"auto, (max-width: 759px) 100vw, 759px\" 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Engineering\u7684\u5b89\u5168\u7ba1\u63a7\u80fd\u529b\uff0c\u517c\u987e\u670d\u52a1\u6548\u7387\u4e0e\u533b\u7597\u8d28\u91cf\u3002<\/p>\n\n\n\n<p>\u60a3\u8005\u5c31\u8bca\u65f6\uff0cAI\u533b\u7597\u7ba1\u5bb6\u901a\u8fc7\u63d0\u793a\u8bcd\u5de5\u7a0b\u4f18\u5316\u4ea4\u4e92\u6307\u4ee4\uff0c\u7cbe\u51c6\u7406\u89e3\u60a3\u8005\u75c7\u72b6\u63cf\u8ff0\uff1b\u501f\u52a9\u4e0a\u4e0b\u6587\u5de5\u7a0b\u68c0\u7d22\u6d77\u91cf\u533b\u7597\u77e5\u8bc6\u5e93\u3001\u60a3\u8005\u75c5\u5386\u6570\u636e\uff08\u8131\u654f\u5904\u7406\uff09\uff0c\u4e3a\u60a3\u8005\u63d0\u4f9b\u521d\u6b65\u75be\u75c5\u7b5b\u67e5\u3001\u5c31\u8bca\u6307\u5bfc\uff1b\u4f9d\u6258Harness Engineering\u642d\u5efa\u533b\u7597\u5b89\u5168\u62a4\u680f\uff0c\u660e\u786eAI\u7684\u8bca\u65ad\u8fb9\u754c\uff0c\u907f\u514d\u8bef\u5bfc\u60a3\u8005\uff0c\u540c\u65f6\u901a\u8fc7\u53cd\u9988\u5faa\u73af\uff0c\u7ed3\u5408\u533b\u751f\u7684\u8bca\u65ad\u610f\u89c1\u6301\u7eed\u4f18\u5316\u7b5b\u67e5\u903b\u8f91\u3002\u8fd9\u79cd\u6a21\u5f0f\u8ba9\u60a3\u8005\u5b9e\u73b0\u201c\u4ece\u5065\u5eb7\u54a8\u8be2\u5230\u62a5\u544a\u89e3\u8bfb\u3001\u4ece\u6162\u75c5\u7ba1\u7406\u5230\u5eb7\u590d\u4fdd\u5065\u201d\u7684\u4e00\u7ad9\u5f0f\u670d\u52a1\uff0c\u771f\u6b63\u8ba9AI\u8d70\u8fdb\u533b\u7597\u751f\u6d3b\uff0c\u63d0\u5347\u533b\u7597\u670d\u52a1\u7684\u4fbf\u6377\u6027\u4e0e\u53ef\u53ca\u6027\u3002<\/p>\n\n\n\n<h3 class=\"wp-block-heading\">\u6848\u4f8b\u6838\u5fc3\u542f\u793a<\/h3>\n\n\n\n<p>\u4ece\u4e0a\u8ff0\u6848\u4f8b\u53ef\u4ee5\u770b\u51fa\uff0cAI\u4e0e\u4f01\u4e1a\u751f\u4ea7\u5236\u9020\u3001\u5b9e\u9645\u751f\u6d3b\u7684\u6df1\u5ea6\u878d\u5408\uff0c\u79bb\u4e0d\u5f00AI\u5de5\u7a0b\u5316\u56db\u6b21\u8fdb\u5316\u7684\u652f\u6491\uff1a\u63d0\u793a\u8bcd\u5de5\u7a0b\u4fdd\u969c\u201cAI\u542c\u61c2\u9700\u6c42\u201d\uff0c\u4e0a\u4e0b\u6587\u5de5\u7a0b\u4fdd\u969c\u201cAI\u5177\u5907\u5b8c\u6210\u4efb\u52a1\u7684\u4fe1\u606f\u4e0e\u80fd\u529b\u201d\uff0cVibe Engineering\u4fdd\u969c\u201cAI\u4e0e\u4f20\u7edf\u6d41\u7a0b\u3001\u751f\u6d3b\u573a\u666f\u9002\u914d\u201d\uff0cHarness Engineering\u4fdd\u969c\u201cAI\u53ef\u63a7\u3001\u53ef\u89c4\u6a21\u5316\u3001\u53ef\u4f18\u5316\u201d\u3002\u672a\u6765\uff0c\u968f\u7740AI\u5de5\u7a0b\u5316\u7684\u6301\u7eed\u8fed\u4ee3\uff0c\u5c24\u5176\u662fHarness Engineering\u7684\u6807\u51c6\u5316\u3001\u8f7b\u91cf\u5316\u53d1\u5c55\uff0cAI\u5c06\u8fdb\u4e00\u6b65\u6e17\u900f\u5230\u751f\u4ea7\u5236\u9020\u7684\u6bcf\u4e00\u4e2a\u73af\u8282\u3001\u751f\u6d3b\u7684\u6bcf\u4e00\u4e2a\u573a\u666f\uff0c\u5b9e\u73b0\u201c\u6280\u672f\u8d4b\u80fd\u4ea7\u4e1a\u3001\u79d1\u6280\u6e29\u6696\u751f\u6d3b\u201d\u7684\u6838\u5fc3\u76ee\u6807\u3002<\/p>\n\n\n\n<h2 class=\"wp-block-heading\">\u516b\u3001\u53c2\u8003\u6587\u7ae0\u5730\u5740<\/h2>\n\n\n\n<p>\u4e3a\u5e2e\u52a9\u5927\u5bb6\u6df1\u5165\u4e86\u89e3AI\u5de5\u7a0b\u5316\u76f8\u5173\u77e5\u8bc6\uff0c\u4ee5\u4e0b\u9644\u4e0a\u9ad8\u5173\u8054\u5ea6\u3001\u4f18\u8d28\u7684\u5173\u8054\u6587\u7ae0\u5730\u5740\uff0c\u6db5\u76d6\u56db\u5927\u5de5\u7a0b\u8303\u5f0f\u8be6\u89e3\u3001Agentic AI\u5b9e\u8df5\u3001\u884c\u4e1a\u843d\u5730\u6848\u4f8b\u7b49\u5185\u5bb9\uff0c\u4f9b\u5927\u5bb6\u5ef6\u4f38\u5b66\u4e60\uff1a<\/p>\n\n\n\n<ol start=\"1\" class=\"wp-block-list\">\n<li>\u63d0\u793a\u8bcd\u5de5\u7a0b\u6df1\u5ea6\u5b9e\u8df5\uff1a<a href=\"https:\/\/www.example.com\/prompt-engineering-practice\">https:\/\/www.example.com\/prompt-engineering-practice<\/a>\uff08\u8be6\u89e3\u63d0\u793a\u8bcd\u5de5\u7a0b\u6838\u5fc3\u6280\u5de7\u3001\u601d\u7ef4\u94fe\u5e94\u7528\u53ca\u5e38\u89c1\u8bef\u533a\uff09<\/li>\n\n\n\n<li>\u4e0a\u4e0b\u6587\u5de5\u7a0b\u4e0eRAG\u6280\u672f\u878d\u5408\u6307\u5357\uff1a<a href=\"https:\/\/www.example.com\/context-engineering-rag\">https:\/\/www.example.com\/context-engineering-rag<\/a>\uff08\u7ed3\u5408LangChain\u5de5\u5177\uff0c\u62c6\u89e3\u4e0a\u4e0b\u6587\u7ec4\u88c5\u4e0e\u68c0\u7d22\u589e\u5f3a\u5b9e\u8df5\uff09<\/li>\n\n\n\n<li>Vibe Engineering\u843d\u5730\u624b\u518c\uff1a<a href=\"https:\/\/www.example.com\/vibe-engineering-guide\">https:\/\/www.example.com\/vibe-engineering-guide<\/a>\uff08Simon Willison\u5b98\u65b9\u89e3\u8bfb\uff0c\u9644\u8f6f\u4ef6\u5f00\u53d1\u573a\u666f\u5b9e\u64cd\u6848\u4f8b\uff09<\/li>\n\n\n\n<li>Harness Engineering\u6838\u5fc3\u539f\u7406\u4e0e\u5b9e\u8df5\uff1a<a href=\"https:\/\/www.example.com\/harness-engineering-principle\">https:\/\/www.example.com\/harness-engineering-principle<\/a>\uff08HashiCorp\u5b98\u65b9\u6587\u7ae0\uff0c\u89e3\u6790\u56db\u5927\u62a4\u680f\u6784\u5efa\u903b\u8f91\uff09<\/li>\n\n\n\n<li>Agentic AI\u89c4\u6a21\u5316\u843d\u5730\u6848\u4f8b\u96c6\uff1a<a href=\"https:\/\/www.example.com\/agentic-ai-case-study\">https:\/\/www.example.com\/agentic-ai-case-study<\/a>\uff08\u5305\u542bStripe\u3001\u4e0a\u6d77\u7535\u6c14\u7b49\u4f01\u4e1a\u5b9e\u64cd\u6848\u4f8b\uff0c\u540c\u6b65AI\u5de5\u7a0b\u5316\u5e94\u7528\u7ec6\u8282\uff09<\/li>\n\n\n\n<li>AI\u5de5\u7a0b\u5316\u56db\u5927\u8303\u5f0f\u5bf9\u6bd4\u89e3\u6790\uff1a<a href=\"https:\/\/www.example.com\/ai-engineering-paradigm\">https:\/\/www.example.com\/ai-engineering-paradigm<\/a>\uff08\u6a2a\u5411\u5bf9\u6bd4\u56db\u5927\u8303\u5f0f\u7684\u6838\u5fc3\u5dee\u5f02\u3001\u9002\u7528\u573a\u666f\u53ca\u843d\u5730\u95e8\u69db\uff09<\/li>\n<\/ol>\n\n\n\n<p><\/p>\n<span>","protected":false},"excerpt":{"rendered":"<p class=\"excerpt\"><span itemprop=\"description\">AI\u5de5\u7a0b\u5316\u8fc7\u53bb\u4e09\u5e74\u7ecf\u5386\u4e86\u56db\u6b21\u5c42\u5c42\u9012\u8fdb\u7684\u8fdb\u5316\uff0c\u6838\u5fc3\u8109\u7edc\u662f\u4ece&#8221;\u5c40\u90e8\u4f18\u5316&#8221;\u8d70\u5411&#8221;\u7cfb\u7edf\u7ba1\u63a7&#8221;\uff0c\u76ee\u6807\u662f\u8ba9LLM\u80fd\u529b\u53ef\u63a7\u3001\u53ef\u590d\u7528\u3001\u53ef\u89c4\u6a21\u5316\uff1a<br \/>\n\u63d0\u793a\u8bcd\u5de5\u7a0b\uff082022-2023\uff09\u2014\u2014\u89e3\u51b3&#8221;\u6a21\u578b\u542c\u4e0d\u61c2\u6307\u4ee4&#8221;\u7684\u57fa\u7840\u95ee\u9898\uff0c\u672c\u8d28\u662f&#8221;\u6307\u4ee4\u7684\u827a\u672f&#8221;\uff0c\u4f46\u9759\u6001\u65e0\u72b6\u6001\uff0c\u65e0\u6cd5\u5e94\u5bf9\u590d\u6742\u4efb\u52a1\u3002<br \/>\n\u4e0a\u4e0b\u6587\u5de5\u7a0b\uff082023-2024\uff09\u2014\u2014\u4ece&#8221;\u66f4\u5de7\u7684\u63d0\u95ee&#8221;\u8f6c\u5411&#8221;\u6784\u5efa\u6700\u4f18\u4fe1\u606f\u73af\u5883&#8221;\uff0c\u52a8\u6001\u7ec4\u88c5\u8bb0\u5fc6\u3001RAG\u3001\u5de5\u5177\u8c03\u7528\uff0c\u7a81\u7834\u5355\u8f6e\u4ea4\u4e92\u5c40\u9650\uff0c\u4f46\u591a\u667a\u80fd\u4f53\u4e0b\u590d\u6742\u5ea6\u5931\u63a7\u3002<br \/>\nVibe Engineering\uff082024-2025\uff09\u2014\u2014\u5c06AI\u5de5\u5177\u4e0e\u4f20\u7edf\u8f6f\u4ef6\u5de5\u7a0b\u6df1\u5ea6\u878d\u5408\uff0c&#8221;\u4e13\u4e1a\u4e3b\u5bfc\u3001AI\u8f85\u52a9&#8221;\uff0c\u586b\u8865\u4e86AI\u4e0e\u5de5\u7a0b\u6d41\u7a0b\u8131\u8282\u7684\u7a7a\u767d\uff0c\u4f46\u573a\u666f\u5c40\u9650\u4e8e\u8f6f\u4ef6\u5f00\u53d1\u3002<br \/>\nHarness Engineering\uff082025\u81f3\u4eca\uff09\u2014\u2014\u6838\u5fc3\u54f2\u5b66&#8221;\u4eba\u7c7b\u638c\u8235\uff0c\u667a\u80fd\u4f53\u6267\u884c&#8221;\uff0c\u901a\u8fc7\u67b6\u6784\u7ea6\u675f\u3001\u53cd\u9988\u5faa\u73af\u3001\u71b5\u7ba1\u7406\u56db\u5927\u62a4\u680f\u5b9e\u73b0\u667a\u80fd\u4f53\u7684\u81ea\u4e3b\u3001\u53ef\u9760\u3001\u89c4\u6a21\u5316\u8fd0\u8f6c\uff0c\u540c\u4e00\u6a21\u578b\u4e0d\u540cHarness\u914d\u7f6e\u4e0b\u6027\u80fd\u5dee\u8ddd\u53ef\u8fbe6\u500d\u3002<br \/>\n\u56db\u8005\u4e0d\u662f\u66ff\u4ee3\u5173\u7cfb\uff0c\u800c\u662f\u76f8\u4e92\u652f\u6491\u3001\u9010\u6b65\u5347\u7ea7\u3002\u6587\u7ae0\u8fd8\u901a\u8fc7\u4e0a\u6d77\u7535\u6c14\u3001\u5149\u660e\u4e73\u4e1a\u3001\u9ed1\u6e56\u79d1\u6280\u3001\u6570\u5b57\u5bb6\u5ead\u673a\u5668\u4eba\u3001\u5609\u5174\u5168\u606f\u9053\u8def\u3001\u95f2\u9c7cAI\u76f8\u673a\u3001\u4e4c\u9547\u667a\u80fd\u533b\u9662\u4e03\u4e2a\u6848\u4f8b\uff0c\u5c55\u793a\u4e86AI\u5de5\u7a0b\u5316\u4ece\u5b9e\u9a8c\u5ba4\u8d70\u5411\u4ea7\u4e1a\u4e0e\u751f\u6d3b\u7684\u6df1\u5ea6\u843d\u5730\u3002<\/span><\/p>\n<p class=\"more-link-p btn-align-right\"><a class=\"green zoom-btn\" href=\"https:\/\/www.puzi7.net\/?p=2120\">Read More<\/a><\/p>\n","protected":false},"author":1,"featured_media":2126,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"footnotes":""},"categories":[17,145,1],"tags":[159,40,162],"class_list":["post-2120","post","type-post","status-publish","format-standard","has-post-thumbnail","hentry","category-ai","category-145","category-uncategorized","tag-agentic","tag-ai","tag-harness-engineering","zoom-theme-has-thumb"],"yoast_head":"<!-- This site is optimized with the Yoast SEO plugin v27.3 - https:\/\/yoast.com\/product\/yoast-seo-wordpress\/ -->\n<title>AI\u5de5\u7a0b\u5316\u7684\u56db\u6b21\u8fdb\u5316\uff1a\u4ece\u63d0\u793a\u8bcd\u5230Harness Engineering\uff0c\u89e3\u9501Agentic AI\u89c4\u6a21\u5316\u6f5c\u529b - \u8c31\u5b50\u68cb - Puzi7<\/title>\n<meta name=\"robots\" content=\"index, follow, max-snippet:-1, max-image-preview:large, max-video-preview:-1\" \/>\n<link rel=\"canonical\" href=\"https:\/\/www.puzi7.net\/?p=2120\" 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\u63d0\u793a\u8bcd\u5de5\u7a0b\uff082022-2023\uff09\u2014\u2014\u89e3\u51b3&quot;\u6a21\u578b\u542c\u4e0d\u61c2\u6307\u4ee4&quot;\u7684\u57fa\u7840\u95ee\u9898\uff0c\u672c\u8d28\u662f&quot;\u6307\u4ee4\u7684\u827a\u672f&quot;\uff0c\u4f46\u9759\u6001\u65e0\u72b6\u6001\uff0c\u65e0\u6cd5\u5e94\u5bf9\u590d\u6742\u4efb\u52a1\u3002 \u4e0a\u4e0b\u6587\u5de5\u7a0b\uff082023-2024\uff09\u2014\u2014\u4ece&quot;\u66f4\u5de7\u7684\u63d0\u95ee&quot;\u8f6c\u5411&quot;\u6784\u5efa\u6700\u4f18\u4fe1\u606f\u73af\u5883&quot;\uff0c\u52a8\u6001\u7ec4\u88c5\u8bb0\u5fc6\u3001RAG\u3001\u5de5\u5177\u8c03\u7528\uff0c\u7a81\u7834\u5355\u8f6e\u4ea4\u4e92\u5c40\u9650\uff0c\u4f46\u591a\u667a\u80fd\u4f53\u4e0b\u590d\u6742\u5ea6\u5931\u63a7\u3002 Vibe 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