{"id":17292,"date":"2025-01-05T10:49:02","date_gmt":"2025-01-05T02:49:02","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=17292"},"modified":"2025-01-05T10:49:02","modified_gmt":"2025-01-05T02:49:02","slug":"cursorbaohongdancu","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/ja\/cursorbaohongdancu\/","title":{"rendered":"Cursor\u7206\u7ea2\uff0c\u4f46Cursor\u4e0d\u662f\u56fd\u5185AI\u7f16\u7a0b\u7684\u51fa\u8def"},"content":{"rendered":"<p>2021\u5e74\uff0c\u5fae\u8f6f\u63a8\u51faGitHub Copilot\uff0c\u4e00\u8dc3\u6210\u4e3a\u7f16\u7a0b\u754c\u6700\u62a2\u624b\u7684AI\u5de5\u5177\u3002<\/p>\n<p>GitHub Copilot\u80fd\u6839\u636e\u7528\u6237\u63d0\u4f9b\u7684\u4e0a\u4e0b\u6587\u4fe1\u606f\uff0c\u5982\u51fd\u6570\u540d\u3001\u6ce8\u91ca\u3001\u4ee3\u7801\u7247\u6bb5\u7b49\uff0c\u81ea\u52a8\u751f\u6210\u5b8c\u6574\u7684\u4ee3\u7801\u51fd\u6570\uff0c\u88ab\u79f0\u4e3a\u7f16\u7a0b\u754c\u201c\u6e38\u620f\u89c4\u5219\u7684\u6539\u53d8\u8005\u201d\u3002<\/p>\n<p>\u5b83\u5982\u6b64\u60ca\u8273\u7684\u539f\u56e0\uff0c\u662f\u5e95\u5c42\u63a5\u5165\u4e86OpenAI\u7684Codex\u6a21\u578b\u3002Codex\u53c2\u6570\u89c4\u6a21120\u4ebf\uff0c\u662fGPT-3\u7684\u65e9\u671f\u7248\u672c\uff0c\u9488\u5bf9\u7f16\u7801\u4efb\u52a1\u505a\u4e86\u7279\u5b9a\u4f18\u5316\u3002\u8fd9\u662f\u57fa\u4e8eTransformer\u67b6\u6784\u7684\u5927\u53c2\u6570\u6a21\u578b\uff0c\u7b2c\u4e00\u6b21\u771f\u6b63\u5728\u4ee3\u7801\u9886\u57df\u201c\u6d8c\u73b0\u201d\u3002<\/p>\n<p>GitHub Copilot\u70b9\u71c3\u4e86\u5168\u7403\u5f00\u53d1\u8005\u5bf9AI\u7f16\u7a0b\u7684\u70ed\u60c5\uff0c\u56db\u4f4dMIT\u672c\u79d1\u751f\u4e5f\u805a\u5728\u4e00\u8d77\uff0c\u6000\u63e3\u6539\u53d8\u8f6f\u4ef6\u5f00\u53d1\u7684\u68a6\u60f3\uff0c\u4e8e2022\u5e74\u521b\u529e\u4e86\u4e00\u5bb6\u540d\u4e3aAnysphere\u7684\u516c\u53f8\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>Anysphere\u66fe\u548c\u5fae\u8f6f\u201c\u516c\u7136\u53eb\u677f\u201d\uff0c\u79f0\u5fae\u8f6f\u662f\u5176\u4e3b\u8981\u7ade\u4e89\u5bf9\u624b\u3002Anysphere\u8054\u5408\u521b\u59cb\u4ebaMichael Truell\u660e\u786e\u8868\u793a\uff0c\u5c3d\u7ba1\u5fae\u8f6f\u7684Visual Studio Code\u4e3b\u5bfc\u7740\u96c6\u6210\u5f00\u53d1\u73af\u5883\uff08IDE\uff09\u5e02\u573a\uff0c\u4f46Anysphere\u770b\u5230\u4e86\u63d0\u4f9b\u4e0d\u540c\u4ea7\u54c1\u7684\u673a\u4f1a\u3002<\/p>\n<p>&nbsp;<\/p>\n<div style=\"width: 426px\" class=\"wp-caption alignnone\"><img loading=\"lazy\" decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/f301d23eddf6a3c.jpeg\" alt=\"\" width=\"416\" height=\"416\" \/><p class=\"wp-caption-text\">Michael Truell\uff08\u53f3\u4e00\uff09<\/p><\/div>\n<p>&nbsp;<\/p>\n<p>\u5fae\u8f6f\u6216\u8bb8\u60f3\u4e0d\u5230\uff0c\u4ec5\u4ec5\u4e0d\u5230\u4e09\u5e74\u65f6\u95f4\uff0c\u8fd9\u4e2a\u540d\u4e0d\u89c1\u7ecf\u4f20\u7684\u5c0f\u56e2\u961f\u5c31\u5411\u884c\u4e1a\u6295\u51fa\u4e00\u9897\u91cd\u78c5\u201c\u70b8\u5f39\u201d\uff0c\u5728\u5168\u7403\u5f15\u7206\u65b0\u4e00\u8f6eAI\u7f16\u7a0b\u70ed\uff0c\u516c\u53f8\u4e5f\u5728\u56db\u4e2a\u6708\u5185\u4e00\u8dc3\u6210\u4e3a\u4f30\u503c25\u4ebf\u7f8e\u5143\u7684\u72ec\u89d2\u517d\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><strong>1.Cursor\u4f55\u4ee5\u4e00\u9e23\u60ca\u4eba<\/strong><\/h3>\n<p>2024\u5e748\u6708\uff0c\u7279\u65af\u62c9\u524dAI\u603b\u76d1Andrej Karpathy\u5728X\u4e0a\u8fde\u53d1\u6570\u6761\u63a8\u6587\uff0c\u8fde\u8fde\u79f0\u8d5e\u4e00\u6b3e\u540d\u4e3a\u201cCursor\u201d\u7684\u4ee3\u7801\u7f16\u8f91\u5668\uff0c\u79f0\u5176\u5df2\u7ecf\u78be\u538b\u5f0f\u5730\u8d85\u8fc7\u4e86GitHub Copilot\u3002<\/p>\n<p>\u540c\u6708\uff0cCursor\u80cc\u540e\u516c\u53f8\u4e3b\u4f53Anysphere\u5b8c\u62106000\u4e07\u7f8e\u5143A\u8f6e\u878d\u8d44\uff0c\u4f30\u503c4\u4ebf\u7f8e\u5143\u3002<\/p>\n<p><a target=\"_blank\"> <img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/3010edb16b85ed8.png\" \/> <\/a><\/p>\n<p>&nbsp;<\/p>\n<p>Cursor\u7684\u60ca\u8273\u4e4b\u5904\uff0c\u5728\u4e8e\u5177\u5907\u591a\u884c\u7f16\u8f91\u3001\u8de8\u6587\u4ef6\u4e0a\u4e0b\u6587\u8865\u5168\u3001\u63d0\u95ee\u3001\u4e0b\u4e00\u4e2a\u52a8\u4f5c\u9884\u6d4b\u7b49\u529f\u80fd\u3002\u5f00\u53d1\u8005\u53ea\u9700\u4e0d\u65ad\u6309\u4e0bTab\u952e\uff0c\u5c31\u53ef\u81ea\u52a8\u5b8c\u6210\u6574\u4e2a\u6587\u4ef6\u7684\u4ee3\u7801\u4fee\u6539\uff0c\u4e14Cursor\u7684\u5904\u7406\u7ed3\u679c\u66f4\u51c6\u786e\uff0c\u901f\u5ea6\u66f4\u5feb\uff0c\u51e0\u4e4e\u611f\u53d7\u4e0d\u5230\u4efb\u4f55\u5ef6\u8fdf\u3002<\/p>\n<p>\u61c2\u7f16\u7a0b\u7684\u90fd\u77e5\u9053\u8fd9\u91cc\u9762\u95e8\u9053\u6709\u591a\u6df1\u3002<\/p>\n<p>\u201c\u8de8\u6587\u4ef6\u591a\u5904\u8865\u5168\u3001\u9884\u6d4b\u662f\u4e00\u4e2a\u5f88\u5fae\u5999\u7684\u9700\u6c42\uff0c\u53ef\u80fd\u5f00\u53d1\u8005\u81ea\u5df1\u90fd\u5f88\u96be\u51c6\u786e\u8868\u8fbe\uff0c\u4f46\u771f\u6b63\u7528\u4e86\u4e4b\u540e\u5c31\u4f1a\u89c9\u5f97\u975e\u5e38\u2018\u723d\u2019\u3002\u201d<\/p>\n<p>\u6709\u6570\u5341\u5e74\u5f00\u53d1\u7ecf\u9a8c\u7684Tom Yedwab\u4e5f\u5199\u6587\u7ae0\u5206\u4eab\u9053\uff0cTab\u8865\u5168\u529f\u80fd\u662f\u6700\u7b26\u5408\u81ea\u5df1\u65e5\u5e38\u7f16\u7801\u4e60\u60ef\uff0c\u4e14\u80fd\u8282\u7701\u6700\u591a\u65f6\u95f4\u7684\u529f\u80fd\u3002\u201c\u8fd9\u4e2a\u5de5\u5177\u50cf\u5728\u8bfb\u6211\u7684\u5fc3\u601d\uff0c\u80fd\u9884\u6d4b\u6211\u63a5\u4e0b\u6765\u7684\u64cd\u4f5c\uff0c\u8ba9\u6211\u66f4\u5c11\u5173\u6ce8\u4ee3\u7801\u7ec6\u8282\uff0c\u66f4\u591a\u4e13\u6ce8\u4e8e\u6784\u5efa\u6574\u4f53\u67b6\u6784\u3002\u201dTom Yedwab\u5199\u9053\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>Cursor\u6210\u529f\u7684\u5173\u952e\uff0c\u5e76\u4e0d\u5728\u4e8e\u6709\u591a\u9ad8\u7684\u6280\u672f\u58c1\u5792\uff0c\u800c\u662f\u4ed6\u4eec\u7387\u5148\u53d1\u73b0\u4e86\u4e00\u4e2a\u5fae\u5999\u7684\u65b0\u9700\u6c42\uff0c\u5e76\u6562\u4e8e\u8d4c\u4e00\u6761\u4ece\u672a\u6709\u4eba\u8d70\u8fc7\u7684\u8def\u3002<\/strong><\/p>\n<p>Cursor\u5bc4\u751f\u4e8eVS Code\uff0c\u5373Visual Studio Code\uff0c\u4e00\u6b3e\u7531\u5fae\u8f6f\u5f00\u53d1\u7684\u514d\u8d39\u3001\u5f00\u6e90\u7684\u8de8\u5e73\u53f0\u4ee3\u7801\u7f16\u8f91\u5668\uff0c\u5177\u5907\u4e00\u4e9b\u57fa\u7840\u7684\u4ee3\u7801\u8865\u5168\u529f\u80fd\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u6b64\u524d\uff0c\u5f00\u53d1\u8005\u4f1a\u6253\u9020\u5404\u7c7b\u63d2\u4ef6\u62d3\u5c55VS Code\u7684\u529f\u80fd\u8fb9\u754c\uff0c\u4f46VS Code\u81ea\u8eab\u7684\u63d2\u4ef6\u673a\u5236\u6709\u5f88\u591a\u9650\u5236\u3002\u4f8b\u5982\uff0c\u5904\u7406\u5927\u578b\u9879\u76ee\u65f6\uff0c\u4e00\u4e9b\u63d2\u4ef6\u53ef\u80fd\u5bfc\u81f4\u4ee3\u7801\u7d22\u5f15\u548c\u5206\u6790\u901f\u5ea6\u53d8\u6162\uff1b\u5bf9\u4e8e\u4e00\u4e9b\u590d\u6742\u63d2\u4ef6\uff0c\u914d\u7f6e\u8fc7\u7a0b\u8f83\u7e41\u7410\uff0c\u9700\u8981\u7528\u6237\u624b\u52a8\u4fee\u6539\u914d\u7f6e\u6587\u4ef6\uff0c\u65e0\u5f62\u4e2d\u589e\u52a0\u4e86\u4f7f\u7528\u95e8\u69db\u3002<\/p>\n<p>\u56e0\u6b64\uff0c\u4e3a\u6d88\u9664\u8fd9\u4e9b\u9650\u5236\uff0cCursor\u56e2\u961f\u91c7\u7528\u4e86\u5f88\u5927\u80c6\u7684\u505a\u6cd5\uff0c\u4ed6\u4eec\u6ca1\u6709\u6309\u7167\u4f20\u7edf\u65b9\u5f0f\u5728VS Code\u4e0a\u505a\u63d2\u4ef6\uff0c\u800c\u662f\u201c\u9b54\u6539\u201d\u4e86VS Code\u7684\u4ee3\u7801\uff0c\u5728\u5e95\u5c42\u517c\u5bb9\u591a\u4e2aAI\u6a21\u578b\uff0c\u5e76\u901a\u8fc7\u5927\u91cf\u5de5\u7a0b\u4f18\u5316\uff0c\u5b8c\u5584\u6574\u4e2aIDE\u7684\u7528\u6237\u4f53\u9a8c\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>Cursor\u5f00\u53d1\u521d\u671f\uff0c\u5305\u62ec\u4ed6\u5728\u5185\u5f88\u591a\u4ece\u4e1a\u8005\u90fd\u4e0d\u770b\u597d\uff0c\u56e0\u4e3a\u8fd9\u6761\u8def\u5f88\u96be\uff0c\u662f\u4e00\u4e2a\u5de8\u5927\u7684\u201c\u975e\u5171\u8bc6\u201d\u3002VS Code\u5185\u90e8\u67b6\u6784\u590d\u6742\uff0c\u6d89\u53ca\u4ee3\u7801\u7f16\u8f91\u3001\u8bed\u6cd5\u5206\u6790\u3001\u4ee3\u7801\u7d22\u5f15\u3001\u63d2\u4ef6\u7cfb\u7edf\u7b49\u591a\u4e2a\u6a21\u5757\uff0c\u4e14\u4e0d\u540c\u7248\u672c\u7684VS Code\u53ef\u80fd\u5b58\u5728\u5dee\u5f02\uff0c\u201c\u9b54\u6539\u201d\u8fc7\u7a0b\u4e2d\u8981\u8003\u8651\u517c\u5bb9\u6027\u3002\u53e6\u5916\uff0c\u5c06\u591a\u4e2aAI\u6a21\u578b\u5185\u7f6eVS Code\u65f6\uff0c\u9700\u8981\u89e3\u51b3\u6a21\u578b\u4e0e\u7f16\u8f91\u5668\u7684\u4ea4\u4e92\u96be\u9898\uff0c\u4f8b\u5982\uff0c\u5982\u4f55\u6709\u6548\u5730\u5c06\u4ee3\u7801\u4e0a\u4e0b\u6587\u4f20\u9012\u7ed9\u6a21\u578b\uff1f\u5982\u4f55\u5904\u7406\u6a21\u578b\u7684\u8f93\u51fa\u5e76\u5e94\u7528\u5230\u4ee3\u7801\u4e2d\uff1f\u4ee5\u53ca\u5982\u4f55\u5c06\u4ee3\u7801\u751f\u6210\u7684\u5ef6\u65f6\u6027\u964d\u81f3\u6700\u4f4e\uff1f<\/p>\n<p>&nbsp;<\/p>\n<p>\u8981\u89e3\u51b3\u4e00\u7cfb\u5217\u95ee\u9898\uff0c\u5c31\u6d89\u53ca\u5230\u7e41\u6742\u7684\u5de5\u7a0b\u4f18\u5316\u4f53\u7cfb\u3002\u5149\u662f2023\u5e74\u4e00\u5e74\u91cc\uff0cCursor\u5c31\u8fdb\u884c\u4e863\u6b21\u91cd\u5927\u7684\u7248\u672c\u66f4\u65b0\u548c\u8fd140\u6b21\u529f\u80fd\u8fed\u4ee3\u3002<strong>\u8fd9\u5bf9\u4e8e\u6574\u4e2a\u7814\u53d1\u56e2\u961f\u548c\u516c\u53f8\u80cc\u540e\u6295\u8d44\u65b9\u7684\u8010\u5fc3\u90fd\u662f\u5de8\u5927\u8003\u9a8c\u3002<\/strong><\/p>\n<p>\u6700\u7ec8\uff0c\u7845\u8c37\u53c8\u4e00\u6b21\u5411\u4e16\u754c\u8bc1\u660e\u4e86\u5176\u5b55\u80b2\u98a0\u8986\u5f0f\u521b\u65b0\u7684\u80fd\u529b\u3002Cursor\u7684\u6210\u529f\u662f\u4e00\u4e2a\u5341\u5206\u7ecf\u5178\u7684\u7845\u8c37\u521b\u4e1a\u6a21\u677f\uff1a\u4e00\u7fa4\u504f\u6267\u7684\u6280\u672f\u6781\u5ba2\uff0c\u6000\u63e3\u5b8f\u4f1f\u613f\u666f\uff0c\u5728\u7845\u8c37\u6210\u719f\u7684VC\u4f53\u7cfb\u652f\u6301\u4e0b\u52c7\u95ef\u65e0\u4eba\u533a\uff0c\u9876\u7740\u65e0\u6570\u8d28\u7591\u58f0\u7b2c\u4e00\u4e2a\u5403\u8783\u87f9\uff0c\u6700\u7ec8\u9760\u4ea7\u54c1\u4e00\u9e23\u60ca\u4eba\u3002<\/p>\n<p>\u201c\u8fd9\u5c31\u662f\u521b\u4e1a\u7684\u8ff7\u4eba\u4e4b\u5904\uff0c\u8fd9\u4e48\u2018\u4e0d\u9760\u8c31\u2019\u7684\u9879\u76ee\uff0c\u4ed6\u4eec\u4e5f\u8dd1\u51fa\u6765\u4e86\u3002\u201d<\/p>\n<p>\u8fd1\u671f\uff0cAnysphere\u5ba3\u5e03\u5b8c\u62101\u4ebf\u7f8e\u5143B\u8f6e\u878d\u8d44\uff0c\u4f30\u503c\u5df2\u8fbe26\u4ebf\u7f8e\u5143\u3002\u636eSacra\u4f30\u8ba1\uff0c2024\u5e7411\u6708\uff0cCursor\u7684\u5e74\u5ea6\u7ecf\u5e38\u6027\u6536\u5165\uff08ARR\uff09\u8fbe6500\u4e07\u7f8e\u5143\uff0c\u540c\u6bd4\u589e\u957f6400%\u3002\u800c\u4ece2022\u5e74\u6210\u7acb\u81f3\u4eca\uff0cAnysphere\u53ea\u670912\u4e2a\u4eba\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><strong>2.Copilot\u660e\u6717\uff0cAgent\u8ff7\u832b<\/strong><\/h3>\n<p>Cursor\u5e76\u975eAI\u7f16\u7a0b\u8d5b\u9053\u7b2c\u4e00\u4e2a\u51fa\u5708\u7684\u4ea7\u54c1\u3002<\/p>\n<p>2024\u5e743\u6708\uff0c\u4ee5\u201c\u5168\u7403\u9996\u4e2aAI\u7a0b\u5e8f\u5458\u201d\u4e3a\u6807\u699c\u7684 <a href=\"https:\/\/www.kdjingpai.com\/en\/devin\/\">Devin<\/a> \u6a2a\u7a7a\u51fa\u4e16\uff0c\u9996\u6b21\u70b9\u71c3\u4e86\u884c\u4e1a\u5bf9AI\u7f16\u7a0b\u7684\u70ed\u60c5\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/5dcfb46df05f18f.png\" \/><\/p>\n<p>Devin\u662f\u4e00\u4e2a\u81ea\u4e3b\u4ee3\u7406\uff08Autonomous Agent\uff09\uff0c\u638c\u63e1\u5168\u6808\u6280\u80fd\uff0c\u80fd\u81ea\u4e3b\u5b66\u4e60\uff0c\u7aef\u5230\u7aef\u6784\u5efa\u548c\u90e8\u7f72\u5e94\u7528\u7a0b\u5e8f\uff0c\u81ea\u5df1\u6539bug\uff0c\u751a\u81f3\u8fd8\u80fd\u8bad\u7ec3\u548c\u5fae\u8c03\u81ea\u5df1\u7684AI\u6a21\u578b\u3002\u5176\u80cc\u540e\u516c\u53f8Cognition AI\u540c\u6837\u662f\u4e00\u4e2a\u95ea\u95ea\u53d1\u5149\u7684AI\u201c\u68a6\u4e4b\u961f\u201d\u3002<\/p>\n<p>\u7136\u800c\uff0cDevin\u6700\u521d\u516c\u5e03\u7684\u53ea\u662f\u4e00\u6bb5demo\uff0c\u5f00\u53d1\u8005\u65e0\u6cd5\u4e0a\u624b\u4f53\u9a8c\u3002\u76f4\u52302024\u5e7412\u670811\u65e5\uff0cDevin\u624d\u6b63\u5f0f\u4e0a\u7ebf\uff0c\u6bcf\u6708\u8ba2\u9605\u8d39\u9ad8\u8fbe500\u7f8e\u5143\u3002\u76f8\u6bd4\u4e4b\u4e0b\uff0cCursor\u6bcf\u670820\u7f8e\u5143\u7684\u8ba2\u9605\u8d39\u90fd\u663e\u5f97\u66f4\u4eb2\u6c11\u4e86\u3002<\/p>\n<p><img decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/81c24ec0c668227.jpeg\" \/><\/p>\n<p>&nbsp;<\/p>\n<p>\u76f8\u6bd4\u4e8eCursor\u7684\u5168\u6c11\u559c\u7231\uff0c\u5f00\u53d1\u8005\u5bf9Devin\u7684\u8bc4\u4ef7\u4e00\u76f4\u5b58\u5728\u4e89\u8bae\u3002\u6709\u4eba\u8ba4\u4e3aDevin\u5728\u5904\u7406\u4ee3\u7801\u8fc1\u79fb\u548c\u751f\u6210PR\uff08Pull Request\uff0c\u5f00\u53d1\u4eba\u5458\u5728\u8fdb\u884c\u4ee3\u7801\u534f\u4f5c\u65f6\u63d0\u4ea4\u7684\u4ee3\u7801\u53d8\u66f4\u8bf7\u6c42\uff0c\u4ee5\u4fbf\u5176\u4ed6\u56e2\u961f\u6210\u5458\u8fdb\u884c\u4ee3\u7801\u5ba1\u67e5\u548c\u5408\u5e76\uff09\u65b9\u9762\u8868\u73b0\u51fa\u8272\uff0c\u80fd\u5927\u91cf\u51cf\u5c11\u5f00\u53d1\u8005\u7684\u91cd\u590d\u6027\u5de5\u4f5c\uff1b\u4f46\u4e00\u4e9b\u7528\u6237\u5374\u6307\u51fa\uff0cDevin\u5728\u5904\u7406\u590d\u6742\u4e1a\u52a1\u903b\u8f91\u65f6\u4ecd\u9700\u5927\u91cf\u4eba\u5de5\u5e72\u9884\uff0c\u5c24\u5176\u5f53\u9879\u76ee\u6587\u6863\u4e0d\u8db3\u6216\u4ee3\u7801\u8d28\u91cf\u8f83\u5dee\u65f6\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u9020\u6210Cursor\u548cDevin\u201c\u98ce\u8bc4\u201d\u5dee\u5f02\u7684\u6839\u672c\u539f\u56e0\uff0c\u662f\u5f00\u53d1\u8005\u4f7f\u7528\u4ea7\u54c1\u540e\u7684\u5931\u8d25\u7387\u548c\u5931\u8d25\u6210\u672c\u4e0d\u540c\u3002<\/strong><\/p>\n<p>\u76ee\u524d\uff0cCopilot\u573a\u666f\u7684\u5931\u8d25\u7387\u5df2\u7ecf\u76f8\u5bf9\u8f83\u4f4e\uff0c\u5bf9\u5e94\u7684\u6d4b\u8bc4HumanEval\u51c6\u786e\u7387\u5df2\u7ecf\u8d8b\u8fd1100%\uff0cAgent\u573a\u666f\u5bf9\u5e94\u7684\u6d4b\u8bc4SWE benchmark\u76ee\u524d\u51c6\u786e\u7387\u8fd8\u4e0d\u523060%\u3002<\/p>\n<p>\u6b64\u5916\uff0cAI\u7684\u5de5\u4f5c\u6210\u679c\u9700\u8981\u4eba\u7c7b\u9a8c\u6536\u548c\u786e\u8ba4\uff0cCopilot\u7c7b\u4ea7\u54c1\u7684\u4ea4\u4e92\u65b9\u5f0f\u51b3\u5b9a\u4e86\u5f00\u53d1\u8005\u67e5\u770bAI\u751f\u6210\u7ed3\u679c\u7684\u6210\u672c\u5f88\u4f4e\uff0c\u5931\u8d25\u540e\u7528\u6237\u4fee\u6539\u6216\u4e0d\u91c7\u7eb3\u7684\u6210\u672c\u4e5f\u5f88\u4f4e\u3002\u4f46Agent\u7c7b\u4ea7\u54c1\uff0c\u7528\u6237\u7684\u786e\u8ba4\u6210\u672c\u660e\u663e\u9ad8\u4e8eCopilot\uff0c\u4e14\u5931\u8d25\u4e86\u4e4b\u540e\uff0c\u4fee\u6539\u7684\u6210\u672c\u4e5f\u66f4\u9ad8\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>Cursor\u548cDevin\u7684\u4e24\u79cd\u8d70\u5411\uff0c\u4e5f\u5f88\u5927\u7a0b\u5ea6\u4e0a\u53cd\u6620\u4e86\u5728\u901a\u7528\u573a\u666f\u4e0b\uff0cCopilot\u548cAgent\u4e24\u79cd\u4ea7\u54c1\u5f62\u6001\u7684\u73b0\u72b6\u3002<\/strong><\/p>\n<p>Cursor\u662fCopilot\u7684\u4ee3\u8868\uff0c\u9700\u8981AI\u548c\u4eba\u7c7b\u9700\u540c\u6b65\u5de5\u4f5c\uff0c\u4eba\u7c7b\u4e3b\u5bfc\uff0cAI\u8f85\u52a9\u3002<\/p>\n<p>&nbsp;<\/p>\n<p><strong>\u76ee\u524d\uff0c\u771f\u6b63\u8dd1\u901aPMF\u7684\u662fCopilot\u3002<\/strong>Copilot\u53ef\u4ee5\u5bc4\u751f\u5728VS Code\u7b49IDE\u4e2d\uff0c\u4ee5\u63d2\u4ef6\u5f62\u5f0f\u5b58\u5728\uff0c\u8f85\u52a9\u4eba\u7c7b\u5f00\u53d1\u8005\u5b8c\u6210\u5404\u7c7b\u7f16\u7801\u52a8\u4f5c\uff0c\u5e76\u4e14\u5728GitHub Copilot\u51fa\u73b0\u540e\uff0c\u7528\u6237\u5df2\u7ecf\u9010\u6e10\u4e60\u60ef\u4e86Copilot\u7684\u534f\u4f5c\u5f62\u5f0f\u3002GPT-3.5\u7684\u51fa\u73b0\uff0c\u5219\u8ba9Copilot\u4eceDemo\u771f\u6b63\u53d8\u6210\u4e86\u53ef\u7528\u7684\u4ea7\u54c1\u3002<\/p>\n<p>\u4e0d\u8fc7\uff0c\u66fe\u64b0\u6587\u63d0\u5230\u4e86Copilot\u7c7b\u4ea7\u54c1\u7684\u201c\u9690\u5fe7\u201d\u3002\u201c\u771f\u6b63\u7684\u62a4\u57ce\u6cb3\u662fVS Code\u3002VS Code\u5df2\u7ecf\u4ece\u4e00\u4e2a\u7b80\u5355\u7684\u7f16\u8f91\u5668\u53d8\u6210\u4e00\u4e2a\u5e73\u53f0\u3002\u7528\u6237\u4e4b\u6240\u4ee5\u5f88\u5bb9\u6613\u4eceGitHub Copilot\u8fc1\u79fb\u5230Cursor\uff0c\u662f\u56e0\u4e3a\u5b83\u4eec\u90fd\u5bc4\u751f\u4e8eVS Code\uff0c\u7528\u6237\u7684\u4f7f\u7528\u4e60\u60ef\u3001\u4f53\u9a8c\uff0c\u529f\u80fd\/\u63d2\u4ef6\u90fd\u5b8c\u5168\u4e00\u6837\u3002Cursor\u4e5f\u8bc1\u660e\u4e86Copilot\u4ea7\u54c1\u4e0d\u5b58\u5728\u2018\u6570\u636e\u98de\u8f6e\u2019\uff0c\u4f60\u80fd\u62ff\u5230\u7684\u6570\u636e\uff0c\u5927\u6a21\u578b\u90fd\u80fd\u62ff\u5230\uff0c\u5e76\u4e14\u5df2\u7ecf\u662f\u6a21\u578b\u7684\u4e00\u90e8\u5206\u4e86\u3002\u201d<\/p>\n<p>\u76f8\u6bd4\u4e4b\u4e0b\uff0cAgent\u662fGPT-3.5\u50ac\u751f\u7684\u65b0\u7269\u79cd\uff0c\u4e00\u4e2a\u66f4\u52a0\u80fd\u591f\u523a\u6fc0\u521b\u4e1a\u8005\u548cVC\u654f\u611f\u795e\u7ecf\u7684\u65b0\u6982\u5ff5\u3002Devin\u662fAgent\u5f62\u6001\u7684\u4ee3\u8868\uff0c\u8981\u6c42AI\u548c\u4eba\u7c7b\u5f02\u6b65\u5de5\u4f5c\uff0cAI\u6709\u66f4\u5f3a\u4e3b\u52a8\u6027\uff0c\u53ef\u4ee5\u81ea\u4e3b\u5b8c\u6210\u90e8\u5206\u51b3\u7b56\u548c\u6267\u884c\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>Agent\u624d\u662f\u521b\u4e1a\u8005\u7684\u673a\u4f1a\u3002\u4f46\u4ed6\u5e76\u4e0d\u770b\u597dDevin\u6240\u5021\u5bfc\u7684\u5168\u80fdAgent\u613f\u666f\uff0c<strong>\u201c\u4ec0\u4e48\u90fd\u505a\u610f\u5473\u7740\u4ec0\u4e48\u90fd\u505a\u4e0d\u6210\uff0c\u7ec6\u5206\u9886\u57df\u7684Agent\u5e94\u7528\u4ef7\u503c\u66f4\u9ad8\u3002\u201d<\/strong><\/p>\n<p>\u7136\u800c\uff0c\u7531\u4e8eAgent\u6982\u5ff5\u592a\u65e9\u671f\uff0c\u5404\u5bb6\u90fd\u5728\u63a2\u7d22\uff0cAgent\u7684\u5bc4\u751f\u73af\u5883\u548c\u80fd\u529b\u8fb9\u754c\u90fd\u5c1a\u4e0d\u660e\u6717\uff0c\u4ee3\u7801\u751f\u6210\u3001\u4ee3\u7801\u8865\u5168\u3001\u5355\u5143\u6d4b\u8bd5\u751f\u6210\u548c\u7f3a\u9677\u68c0\u6d4b\u7b49\u65b9\u5411\u5747\u6709\u4eba\u5165\u5c40\u3002<\/p>\n<p>Gru\u9009\u62e9\u4ece\u5355\u5143\u6d4b\u8bd5\uff08Unit-test\uff09\u73af\u8282\u5207\u5165\u3002\u5728\u6b63\u5f0f\u63a8\u51fa\u4ea7\u54c1\u524d\uff0cGru\u5185\u90e8\u4e5f\u66fe\u6709\u8fc7\u4e00\u6bb5\u8bd5\u9519\u671f\uff0c\u81ea\u52a8\u751f\u6210\u6587\u4ef6\u3001\u4feebug\u3001E2E\u6d4b\u8bd5\u7b49\u65b9\u5411\u90fd\u6709\u5c1d\u8bd5\uff0c\u4f46\u53d7\u9650\u4e8e\u6a21\u578b\u80fd\u529b\u3001\u8f6f\u4ef6\u540e\u671f\u8fed\u4ee3\u4e0e\u7ef4\u62a4\u7b49\u75db\u70b9\u5747\u65e0\u6cd5\u63a8\u8fdb\u3002<\/p>\n<p>\u6700\u7ec8\uff0cGru\u53d1\u73b0\u4e86\u5355\u5143\u6d4b\u8bd5\u8fd9\u4e2a\u5b58\u5728\u5f88\u666e\u904d\uff0c\u4f46\u5e76\u4e0d\u8d77\u773c\u7684\u9700\u6c42\u3002\u5f88\u591a\u5f00\u53d1\u8005\u90fd\u4e0d\u559c\u6b22\u5199\u5355\u5143\u6d4b\u8bd5\uff0c\u56e0\u4e3a\u5f88\u67af\u71e5\u3002\u53e6\u5916\uff0c\u5bf9\u4e8e\u8981\u6c42\u4e0d\u9ad8\u7684\u9879\u76ee\uff0c\u5355\u5143\u6d4b\u8bd5\u5e76\u975e\u8f6f\u4ef6\u5de5\u7a0b\u7684\u5fc5\u5907\u9700\u6c42\u3002\u4f46Gru\u8ba4\u4e3a\uff0c\u4ece\u6280\u672f\u80fd\u529b\u6765\u770b\uff0cAI\u4ea7\u54c1\u843d\u5730\u5fc5\u987b\u89e3\u51b3\u4e1a\u52a1\u4e0a\u4e0b\u6587\u548c\u5de5\u7a0b\u4e0a\u4e0b\u6587\u8fde\u8d2f\u6027\u7684\u95ee\u9898\uff0c\u5355\u5143\u6d4b\u8bd5\u662f\u5bf9\u4e24\u4e2a\u4e0a\u4e0b\u6587\u4f9d\u8d56\u6700\u5c11\uff0c\u4e5f\u6700\u8d34\u5408\u5f53\u4e0b\u6a21\u578b\u80fd\u529b\u7684\u73af\u8282\u3002<\/p>\n<p>&nbsp;<\/p>\n<p>\u4e0d\u8fc7\uff0c<strong>\u65e0\u8bbaCopilot\u8fd8\u662fAgent\uff0c\u90fd\u662f\u624b\u6bb5\u800c\u975e\u76ee\u7684\uff0c\u4e8c\u8005\u5e76\u4e0d\u662f\u201c\u975e\u6b64\u5373\u5f7c\u201d\u7684\u5173\u7cfb\uff0c\u800c\u4f1a\u5171\u540c\u5b58\u5728\uff0c\u89e3\u51b3\u4e0d\u540c\u7684\u95ee\u9898\u3002<\/strong><\/p>\n<p>\u5bf9\u4e8e\u5f88\u591a\u4e2a\u4eba\u5f00\u53d1\u8005\u548c\u4e00\u4e9b\u4e2d\u5c0f\u578b\u4f01\u4e1a\u800c\u8a00\uff0cCursor\u7b49\u901a\u7528\u4ea7\u54c1\u6216\u4e00\u4e9b\u5f00\u6e90\u6a21\u578b\u6216\u8bb8\u8db3\u4ee5\u89e3\u51b3\u5927\u90e8\u5206\u9700\u6c42\uff1b\u4f46\u5bf9\u5f88\u591a\u5927\u4f01\u4e1a\u548c\u4e0d\u540c\u9886\u57df\u7684\u590d\u6742\u4e1a\u52a1\u573a\u666f\u800c\u8a00\uff0c\u4fbf\u5f88\u96be\u7b80\u5355\u901a\u8fc7\u67d0\u4e2a\u201cCopilot\u201d\u6216\u201cAgent\u201d\u5f62\u6001\u7684\u901a\u7528\u4ea7\u54c1\u6ee1\u8db3\u9700\u6c42\uff0c\u5c31\u8981\u6c42\u6280\u672f\u5382\u5546\u6709\u66f4\u5f3a\u7684\u9886\u57df\u5316\u670d\u52a1\u80fd\u529b\u3002<\/p>\n<p>\u800c\u540e\u8005\uff0c\u4fbf\u662f\u56fd\u5185AI\u7f16\u7a0b\u4f01\u4e1a\u7684\u673a\u4f1a\u6240\u5728\u3002<\/p>\n<p>&nbsp;<\/p>\n<h3><strong>3.\u56fd\u5185\u7684\u673a\u4f1a\u5728\u5782\u76f4\u9886\u57df<\/strong><\/h3>\n<p>&nbsp;<\/p>\n<p>\u56de\u770b2024\u5e74\uff0cAI\u7f16\u7a0b\u65e0\u7591\u662f\u7845\u8c37\u6700\u7099\u624b\u53ef\u70ed\u7684\u521b\u6295\u65b9\u5411\u4e4b\u4e00\uff0c\u5df2\u7ecf\u8dd1\u51faCursor\u3001Poolside\u3001Cognition\u3001Magic\u3001Codeium\u3001Replit\u7b49\u72ec\u89d2\u517d\u3002<\/p>\n<p>\u76f8\u6bd4\u4e4b\u4e0b\uff0c\u56fd\u5185\u4e92\u8054\u7f51\u5927\u5382\u548c\u5927\u6a21\u578b\u5382\u5546\u57fa\u672c\u90fd\u63a8\u51fa\u4e86\u81ea\u5df1\u7684\u201c\u4ee3\u7801\u6a21\u578b\u201d\uff0c\u5374\u5f88\u5c11\u6709\u53d1\u5c55\u8f83\u597d\u7684\u521b\u4e1a\u9879\u76ee\u3002\u636e\u7845\u661f\u4eba\u62a5\u9053\uff0c\u53bb\u5e74\u594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decoding=\"async\" src=\"https:\/\/www.kdjingpai.com\/wp-content\/uploads\/2025\/01\/a40bdf1d7192d8a.gif\" 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