{"id":3993,"date":"2026-03-29T12:32:43","date_gmt":"2026-03-29T12:32:43","guid":{"rendered":"https:\/\/umaax.com\/harnessengineeringshishenmeaibaikezhishi\/"},"modified":"2026-03-29T12:32:43","modified_gmt":"2026-03-29T12:32:43","slug":"harnessengineeringshishenmeaibaikezhishi","status":"publish","type":"post","link":"https:\/\/umaax.com\/en\/harnessengineeringshishenmeaibaikezhishi\/","title":{"rendered":"Harness Engineering\u662f\u4ec0\u4e48\uff1f \u2013 AI\u767e\u79d1\u77e5\u8bc6"},"content":{"rendered":"<p>Harness Engineering\u662fAI\u5de5\u7a0b\u65b0\u8303\u5f0f\uff0c\u6307\u56f4\u7ed5\u5927\u6a21\u578b\u6784\u5efa\u5b8c\u6574\u8fd0\u884c\u7cfb\u7edf\uff0c\u4f7f\u4ece\u5355\u6b21\u54cd\u5e94\u5de5\u5177\u5347\u7ea7\u4e3a\u957f\u671f\u81ea\u6cbb\u4ee3\u7406\u3002Harness Engineering\u6838\u5fc3\u5305\u542b\u4e09\u5c42\uff1aPrompt\u5c42\u63a5\u6536\u6307\u4ee4\uff0cContext\u5c42\u63d0\u4f9b\u73af\u5883\u611f\u77e5\uff0cHarness\u5c42\u8d1f\u8d23\u7cfb\u7edf\u7ea7\u7f16\u6392\u2014\u2014\u901a\u8fc7\u67b6\u6784\u7ea6\u675f\u3001\u591aAgent\u534f\u4f5c\u3001\u9a8c\u8bc1\u53cd\u9988\u95ed\u73af\u7b49\u673a\u5236\uff0c\u5b9e\u73b0\u4efb\u52a1\u81ea\u52a8\u62c6\u89e3\u3001\u6267\u884c\u4e0e\u8d28\u91cf\u7ba1\u63a7\u3002\u5176\u672c\u8d28\u662f\u5c06\u4eba\u7c7b\u4ece\u201d\u5faa\u73af\u5185\u64cd\u4f5c\u201d\u79fb\u81f3\u201d\u5faa\u73af\u4e0a\u76d1\u7763\u201d\uff0c\u8ba9AI\u5728\u89c4\u5219\u6846\u67b6\u5185\u81ea\u4e3b\u63a8\u8fdb\u590d\u6742\u5de5\u4f5c\u6d41\u3002\u968f\u7740\u6a21\u578b\u80fd\u529b\u6210\u719f\uff0c\u7cfb\u7edf\u8bbe\u8ba1\u6b63\u6210\u4e3a\u51b3\u5b9aAI\u53ef\u9760\u6027\u4e0e\u6548\u7387\u7684\u5173\u952e\u74f6\u9888\uff0cHarness Engineering\u4e5f\u56e0\u6b64\u6210\u4e3a\u8fde\u63a5\u6a21\u578b\u6f5c\u529b\u4e0e\u5b9e\u9645\u751f\u4ea7\u529b\u7684\u6838\u5fc3\u6865\u6881\u3002<\/p>\n<h2>\u4ec0\u4e48\u662fHarness Engineering<\/h2>\n<p>Harness Engineering\u662fAI\u5de5\u7a0b\u65b0\u8303\u5f0f\uff0c\u6307\u56f4\u7ed5\u6a21\u578b\u6784\u5efa\u5b8c\u6574\u8fd0\u884c\u7cfb\u7edf\uff1a\u4e0a\u4e0b\u6587\u7ba1\u7406\u3001\u67b6\u6784\u7ea6\u675f\u3001\u53cd\u9988\u9a8c\u8bc1\u3001\u591aAgent\u534f\u4f5c\u7b49\u3002\u7c7b\u6bd4\u9a6c\u5177\u2014\u2014\u6a21\u578b\u662f\u9a6c\uff0cHarness\u662f\u7f30\u7ef3\u4e0e\u9053\u8def\uff0c\u8ba9AI\u4ece\u5355\u6b21\u54cd\u5e94\u5347\u7ea7\u4e3a\u957f\u671f\u81ea\u6cbb\u3002Harness Engineering\u6838\u5fc3\u5728\u4e8e\u5f53\u6a21\u578b\u80fd\u529b\u8db3\u591f\u65f6\uff0c\u7cfb\u7edf\u8bbe\u8ba1\u6210\u4e3a\u51b3\u5b9aAI\u53ef\u9760\u6027\u4e0e\u6548\u7387\u7684\u5173\u952e\u74f6\u9888\u3002<\/p>\n<h2>Harness Engineering\u7684\u5de5\u4f5c\u539f\u7406<\/h2>\n<ul>\n<li class=\"paragraph\"><strong class=\"\">\u4e09\u5c42\u67b6\u6784\u5206\u5de5<\/strong>\uff1aPrompt\u5c42\u8d1f\u8d23\u63a5\u6536\u7528\u6237\u6307\u4ee4\uff0cContext\u5c42\u63d0\u4f9b\u52a8\u6001\u73af\u5883\u4fe1\u606f\uff0cHarness\u5c42\u5219\u7edf\u7b79\u6574\u4e2a\u7cfb\u7edf\u7684\u8fd0\u8f6c\u89c4\u5219\u4e0e\u7ea6\u675f\u6761\u4ef6\uff0c\u4e09\u8005\u5c42\u5c42\u9012\u8fdb\uff0c\u4ece\u201d\u8bf4\u4ec0\u4e48\u201d\u5230\u201d\u7ed9\u4ec0\u4e48\u201d\u518d\u5230\u201d\u600e\u4e48\u8fd0\u8f6c\u201d\uff0c\u5f62\u6210\u5b8c\u6574\u7684\u63a7\u5236\u4f53\u7cfb\u3002<\/li>\n<li class=\"paragraph\"><strong>\u4e0a\u4e0b\u6587\u5de5\u7a0b<\/strong>\uff1a\u901a\u8fc7\u7ef4\u62a4\u7cbe\u7b80\u7684\u77e5\u8bc6\u5e93\u548c\u5b9e\u65f6\u7cfb\u7edf\u72b6\u6001\uff0c\u4e3a\u6a21\u578b\u63d0\u4f9b\u6070\u5230\u597d\u5904\u7684\u73af\u5883\u611f\u77e5\uff0c\u907f\u514d\u4fe1\u606f\u8fc7\u8f7d\u5bfc\u81f4\u6a21\u578b\u6027\u80fd\u4e0b\u964d\uff0c\u786e\u4fdd\u5176\u62e5\u6709\u5b8c\u6210\u4efb\u52a1\u6240\u9700\u7684\u5fc5\u8981\u80cc\u666f\u3002<\/li>\n<li class=\"paragraph\"><strong>\u67b6\u6784\u7ea6\u675f\u673a\u5236<\/strong>\uff1a\u5728\u5173\u952e\u8282\u70b9\u8bbe\u7f6e\u786c\u89c4\u5219\u62e6\u622a\uff0c\u5982\u4ee3\u7801\u68c0\u67e5\u5668\u548c\u7ed3\u6784\u6d4b\u8bd5\uff0c\u5c06\u8d28\u91cf\u8981\u6c42\u4ece\u201d\u5efa\u8bae\u201d\u8f6c\u4e3a\u201d\u5f3a\u5236\u201d\uff0c\u7269\u7406\u4e0a\u963b\u6b62\u4e0d\u5408\u89c4\u8f93\u51fa\u901a\u8fc7\u3002<\/li>\n<li class=\"paragraph\"><strong>\u591aAgent\u534f\u4f5c\u7f16\u6392<\/strong>\uff1a\u91c7\u7528\u89c4\u5212\u8005\u3001\u751f\u6210\u8005\u3001\u8bc4\u4f30\u8005\u4e09\u89d2\u5206\u5de5\uff0c\u89c4\u5212\u8005\u62c6\u89e3\u9700\u6c42\uff0c\u751f\u6210\u8005\u8fed\u4ee3\u6267\u884c\uff0c\u8bc4\u4f30\u8005\u72ec\u7acb\u6311\u523a\uff0c\u5f62\u6210\u7c7b\u4f3cGAN\u7684\u5bf9\u6297\u4f18\u5316\u673a\u5236\uff0c\u907f\u514d\u5355\u4e00Agent\u81ea\u6211\u68c0\u67e5\u7684\u76f2\u533a\u3002<\/li>\n<li class=\"paragraph\"><strong>\u9a8c\u8bc1\u53cd\u9988\u95ed\u73af<\/strong>\uff1a\u4e3a\u6a21\u578b\u914d\u5907\u6d4f\u89c8\u5668\u5de5\u5177\u7b49\u611f\u77e5\u80fd\u529b\uff0c\u4f7f\u5176\u80fd\u76f4\u63a5\u89c2\u5bdf\u6267\u884c\u7ed3\u679c\uff0c\u901a\u8fc7\u751f\u6210-\u6d4b\u8bd5-\u4fee\u590d\u7684\u591a\u8f6e\u8fed\u4ee3\uff0c\u5c06\u53cd\u9988\u56de\u8def\u7f29\u77ed\u81f3\u7cfb\u7edf\u5185\u90e8\uff0c\u51cf\u5c11\u4eba\u5de5\u4ecb\u5165\u3002<\/li>\n<li class=\"paragraph\"><strong>\u52a8\u6001\u751f\u957f\u903b\u8f91<\/strong>\uff1aHarness\u4ece\u7a7a\u6587\u4ef6\u8d77\u6b65\uff0c\u9075\u5faa\u201d\u72af\u9519\u5373\u52a0\u89c4\u5219\u201d\u7684\u6f14\u5316\u539f\u5219\uff0c\u6bcf\u4e2a\u7ea6\u675f\u90fd\u5bf9\u5e94\u771f\u5b9e\u573a\u666f\u4e2d\u7684\u5931\u8d25\u6848\u4f8b\uff0c\u6700\u7ec8\u5f62\u6210\u9ad8\u5ea6\u5b9a\u5236\u5316\u4e14\u6301\u7eed\u81ea\u6211\u66f4\u65b0\u7684\u5de5\u7a0b\u7cfb\u7edf\u3002<\/li>\n<\/ul>\n<h2>Harness Engineering\u7684\u4e3b\u8981\u5e94\u7528<\/h2>\n<ul>\n<li class=\"paragraph\"><strong>AI\u8f85\u52a9\u8f6f\u4ef6\u5f00\u53d1<\/strong>\uff1a\u901a\u8fc7\u591aAgent\u534f\u4f5c\u5b8c\u6210\u9700\u6c42\u5206\u6790\u3001\u4ee3\u7801\u751f\u6210\u3001\u6d4b\u8bd5\u9a8c\u6536\u7684\u5168\u6d41\u7a0b\u81ea\u52a8\u5316\uff0c\u5b9e\u73b0\u4e00\u53e5\u8bdd\u9700\u6c42\u5230\u53ef\u4ea4\u4ed8\u4ea7\u54c1\u7684\u8f6c\u5316\uff0c\u5178\u578b\u5982OpenAI Codex\u4ea7\u51fa\u767e\u4e07\u884c\u4ee3\u7801\u7684\u5b9e\u9a8c\u53caONES\u7b49AI Coding\u4ea7\u54c1\u3002<\/li>\n<li class=\"paragraph\"><strong>\u590d\u6742\u5de5\u4f5c\u6d41\u81ea\u52a8\u5316<\/strong>\uff1a\u5728\u91d1\u878d\u3001\u533b\u7597\u3001\u6cd5\u5f8b\u7b49\u5782\u76f4\u9886\u57df\u6784\u5efa\u81ea\u6cbb\u7cfb\u7edf\uff0c\u5c06\u884c\u4e1a\u6700\u4f73\u5b9e\u8df5\u56fa\u5316\u4e3aHarness\uff0c\u4f7fAI\u80fd\u6301\u7eed\u63a8\u8fdb\u591a\u6b65\u9aa4\u4efb\u52a1\u800c\u65e0\u9700\u4eba\u5de5\u9010\u73af\u8282\u4ecb\u5165\u3002<\/li>\n<li class=\"paragraph\"><strong>\u5185\u5bb9\u751f\u4ea7\u4e0e\u521b\u4f5c<\/strong>\uff1a\u642d\u5efa\u4ece\u9009\u9898\u3001\u7d20\u6750\u6536\u96c6\u3001\u521d\u7a3f\u751f\u6210\u5230\u8d28\u91cf\u5ba1\u6838\u7684\u5b8c\u6574\u6d41\u6c34\u7ebf\uff0c\u901a\u8fc7\u89c4\u5219\u7ea6\u675f\u548c\u8bc4\u4f30\u673a\u5236\u786e\u4fdd\u8f93\u51fa\u98ce\u683c\u4e00\u81f4\u4e14\u7b26\u5408\u6807\u51c6\uff0c\u5b9e\u73b0\u89c4\u6a21\u5316\u5185\u5bb9\u751f\u4ea7\u3002<\/li>\n<li class=\"paragraph\"><strong>\u667a\u80fd\u5ba2\u670d\u4e0e\u8fd0\u7ef4<\/strong>\uff1a\u6784\u5efa\u5177\u5907\u957f\u671f\u8bb0\u5fc6\u548c\u5de5\u5177\u8c03\u7528\u80fd\u529b\u7684Agent\u7cfb\u7edf\uff0c\u4f7f\u5176\u80fd\u81ea\u4e3b\u5904\u7406\u5de5\u5355\u3001\u67e5\u8be2\u77e5\u8bc6\u5e93\u3001\u6267\u884c\u4fee\u590d\u64cd\u4f5c\uff0c\u5728\u5173\u952e\u8282\u70b9\u8bf7\u6c42\u4eba\u5de5\u786e\u8ba4\u3002<\/li>\n<li>\n<div class=\"paragraph\"><strong>\u79d1\u7814\u4e0e\u6570\u636e\u5206\u6790<\/strong>\uff1a\u8bbe\u8ba1\u591a\u6b65\u9aa4\u9a8c\u8bc1\u6d41\u7a0b\uff0c\u8ba9AI\u81ea\u4e3b\u5b8c\u6210\u5047\u8bbe\u751f\u6210\u3001\u5b9e\u9a8c\u8bbe\u8ba1\u3001\u6570\u636e\u6e05\u6d17\u3001\u7ed3\u679c\u5206\u6790\uff0c\u901a\u8fc7\u4ea4\u53c9\u9a8c\u8bc1\u673a\u5236\u63a7\u5236\u5e7b\u89c9\u98ce\u9669\u3002<\/div>\n<\/li>\n<\/ul>\n<h2>Harness Engineering\u9762\u4e34\u7684\u6311\u6218<\/h2>\n<ul>\n<li class=\"paragraph\"><strong class=\"\">\u957f\u671f\u53ef\u7ef4\u62a4<\/strong>\uff1aAI\u751f\u6210\u4ee3\u7801\u901f\u5ea6\u5feb\u4f46\u7f3a\u4e4f\u4eba\u7c7b\u65e0\u610f\u8bc6\u7559\u4e0b\u7684\u7ed3\u6784\u7ebf\u7d22\uff0c\u5bfc\u81f4\u540e\u671f\u4fee\u6539\u56f0\u96be\u3002\u5feb\u901f\u8fed\u4ee3\u4ea7\u751f\u7684\u6280\u672f\u503a\u52a1\u53ef\u80fd\u5728\u672a\u6765\u96c6\u4e2d\u7206\u53d1\uff0c\u7ef4\u62a4\u6210\u672c\u5b58\u7591\u3002<\/li>\n<li class=\"paragraph\"><strong>\u7ecf\u9a8c\u4f20\u627f\u65ad\u5c42<\/strong>\uff1a\u8bbe\u8ba1\u6709\u6548Harness\u9700\u8981\u5927\u91cf\u8e29\u5751\u7ecf\u9a8c\uff0c\u65b0\u4e00\u4ee3\u5f00\u53d1\u8005\u4ece\u8d77\u6b65\u5c31\u53ea\u8c03Harness\u4e0d\u5199\u4ee3\u7801\uff0c\u7f3a\u4e4f\u5e95\u5c42\u7406\u89e3\uff0c\u96be\u4ee5\u5224\u65ad\u67b6\u6784\u597d\u574f\u6216\u9884\u6d4b\u6f5c\u5728\u98ce\u9669\u3002<\/li>\n<li class=\"paragraph\"><strong>\u7cfb\u7edf\u590d\u6742\u5ea6\u5931\u63a7<\/strong>\uff1aHarness\u672c\u8eab\u968f\u9519\u8bef\u7d2f\u79ef\u4e0d\u65ad\u751f\u957f\uff0c\u89c4\u5219\u6587\u4ef6\u81a8\u80c0\u540e\u53ef\u80fd\u76f8\u4e92\u77db\u76fe\uff0c\u9700\u8981\u4e13\u804c\u201d\u5783\u573e\u56de\u6536\u201d\u673a\u5236\u6301\u7eed\u6e05\u7406\uff0c\u589e\u52a0\u7cfb\u7edf\u8d1f\u62c5\u3002<\/li>\n<li class=\"paragraph\"><strong>\u9a8c\u8bc1\u673a\u5236\u5c40\u9650<\/strong>\uff1a\u6a21\u578b\u81ea\u6211\u9a8c\u8bc1\u5b58\u5728\u76f2\u533a\uff0c\u72ec\u7acb\u8bc4\u4f30\u8005\u53ef\u80fd\u6f0f\u68c0\u3002\u590d\u6742\u4efb\u52a1\u7684\u9a8c\u6536\u6807\u51c6\u96be\u4ee5\u5b8c\u5168\u91cf\u5316\uff0c\u5173\u952e\u9519\u8bef\u4ecd\u53ef\u80fd\u6d41\u5165\u751f\u4ea7\u73af\u5883\u3002<\/li>\n<li class=\"paragraph\"><strong>\u4e0a\u4e0b\u6587\u8d44\u6e90\u7ea6\u675f<\/strong>\uff1a\u6a21\u578b\u4e0a\u4e0b\u6587\u7a97\u53e3\u6709\u9650\uff0cHarness\u7ec4\u4ef6\u8fc7\u591a\u4f1a\u6324\u5360\u5b9e\u9645\u4efb\u52a1\u7a7a\u95f4\uff0c\u9700\u5728\u7cfb\u7edf\u5b8c\u6574\u6027\u4e0e\u6267\u884c\u6548\u7387\u95f4\u6301\u7eed\u6743\u8861\u3002<\/li>\n<\/ul>\n<h2>Harness Engineering\u7684\u53d1\u5c55\u524d\u666f<\/h2>\n<div>\n<ul>\n<li class=\"paragraph\"><strong>\u6210\u4e3aAI\u5de5\u7a0b\u6807\u51c6\u8303\u5f0f<\/strong>\uff1a\u968f\u7740\u6a21\u578b\u80fd\u529b\u8d8b\u4e8e\u6210\u719f\uff0c\u884c\u4e1a\u91cd\u5fc3\u4ece\u201d\u8bad\u7ec3\u66f4\u597d\u6a21\u578b\u201d\u8f6c\u5411\u201d\u8bbe\u8ba1\u66f4\u597d\u7cfb\u7edf\u201d\uff0cHarness Engineering\u6709\u671b\u6210\u4e3aAI\u5e94\u7528\u5f00\u53d1\u7684\u9ed8\u8ba4\u65b9\u6cd5\u8bba\uff0c\u7c7b\u4f3cDevOps\u5728\u8f6f\u4ef6\u5de5\u7a0b\u4e2d\u7684\u5730\u4f4d\u3002<\/li>\n<li class=\"paragraph\"><strong>\u5782\u76f4\u9886\u57df\u6df1\u5ea6\u6e17\u900f<\/strong>\uff1a\u5728\u91d1\u878d\u3001\u533b\u7597\u3001\u6cd5\u5f8b\u7b49\u4e13\u4e1a\u9886\u57df\uff0c\u5403\u900f\u5b8c\u6574\u5de5\u4f5c\u6d41\u7684\u81ea\u6cbb\u7cfb\u7edf\u5c06\u6d8c\u73b0\uff0c\u901a\u8fc7\u56fa\u5316\u884c\u4e1a\u6700\u4f73\u5b9e\u8df5\u5b9e\u73b0\u201d\u4e13\u5bb6\u7ea7AI\u56e2\u961f\u201d\u7684\u4ea7\u54c1\u5316\u4ea4\u4ed8\u3002<\/li>\n<li 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