\u5f53Cognition AI\u57282024\u5e743\u6708\u53d1\u5e03Devin\u65f6\uff0c\u6574\u4e2a\u79d1\u6280\u5708\u90fd\u70b8\u4e86\u9505\u3002\u5b83\u88ab\u5ba3\u4f20\u4e3a\u201c\u5168\u7403\u9996\u4e2aAI\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u201d\uff0c\u8fd9\u53ef\u4e0d\u662f\u8425\u9500\u5671\u5934\u3002\u6211\u4eec\u6d4b\u8bd5\u8fc7\u5e02\u9762\u4e0a\u51e0\u4e4e\u6240\u6709AI\u7f16\u7a0b\u5de5\u5177\uff0c\u4eceGitHub Copilot\u5230Cursor\uff0c\u5b83\u4eec\u672c\u8d28\u4e0a\u90fd\u662f\u201c\u589e\u5f3a\u578b\u52a9\u624b\u201d\uff0c\u5728\u4f60\u5199\u4ee3\u7801\u65f6\u63d0\u4f9b\u5efa\u8bae\u3002\u4f46Devin\u5b8c\u5168\u4e0d\u540c\uff0c\u5b83\u50cf\u4e00\u4e2a\u771f\u6b63\u80fd\u5750\u5728\u4f60\u5de5\u4f4d\u4e0a\u7684\u521d\u7ea7\u5de5\u7a0b\u5e08\uff0c\u80fd\u72ec\u7acb\u7406\u89e3\u9700\u6c42\u3001\u89c4\u5212\u4efb\u52a1\u3001\u5199\u4ee3\u7801\u3001\u8c03\u8bd5\u3001\u6d4b\u8bd5\uff0c\u751a\u81f3\u90e8\u7f72\u4e0a\u7ebf\u3002\u8fd9\u79cd\u4ece\u201c\u8f85\u52a9\u201d\u5230\u201c\u81ea\u4e3b\u201d\u7684\u8303\u5f0f\u8f6c\u79fb\uff0c\u624d\u662f\u5b83\u6700\u53ef\u6015\u7684\u5730\u65b9\u3002<\/p>\n
\u6838\u5fc3\u529f\u80fd\u4e0e\u6280\u672f\u4eae\u70b9\uff1a\u4e0d\u53ea\u662f\u5199\u4ee3\u7801\uff0c\u662f\u7ba1\u7406\u6574\u4e2a\u5f00\u53d1\u751f\u547d\u5468\u671f<\/p>\n
Devin\u7684\u6838\u5fc3\u80fd\u529b\u5efa\u7acb\u5728\u51e0\u4e2a\u5173\u952e\u6280\u672f\u7a81\u7834\u4e0a\u3002\u9996\u5148\uff0c\u5b83\u62e5\u6709\u4e00\u4e2a\u957f\u671f\u89c4\u5212\u4e0e\u6267\u884c\u5f15\u64ce\u3002\u4f60\u7ed9\u5b83\u4e00\u4e2a\u6a21\u7cca\u7684\u9700\u6c42\uff0c\u6bd4\u5982\u201c\u5e2e\u6211\u5efa\u4e00\u4e2a\u5c55\u793a\u5b9e\u65f6\u52a0\u5bc6\u8d27\u5e01\u4ef7\u683c\u7684\u4eea\u8868\u76d8\u201d\uff0c\u5b83\u4e0d\u4f1a\u7acb\u523b\u5f00\u59cb\u5199React\u7ec4\u4ef6\u3002\u76f8\u53cd\uff0c\u5b83\u4f1a\u5148\u62c6\u89e3\u4efb\u52a1\uff1a\u9700\u8981\u524d\u7aef\u754c\u9762\u3001\u540e\u7aefAPI\u3001\u6570\u636e\u6e90\u3001\u90e8\u7f72\u65b9\u6848\u3002\u7136\u540e\uff0c\u5b83\u4f1a\u4e00\u6b65\u6b65\u6267\u884c\uff0c\u9047\u5230\u9519\u8bef\u4f1a\u81ea\u5df1\u641c\u7d22Stack Overflow\uff0c\u8c03\u8bd5\uff0c\u518d\u7ee7\u7eed\u3002\u5728\u6211\u4eec\u7684\u6d4b\u8bd5\u4e2d\uff0c\u5b83\u4e3a\u4e00\u4e2a\u7b80\u5355\u7684\u5168\u6808\u5e94\u7528\u89c4\u5212\u4e86\u8d85\u8fc715\u4e2a\u6b65\u9aa4\uff0c\u5e76\u9010\u4e00\u5b8c\u6210\u3002<\/p>\n
\u5176\u6b21\uff0c\u5b83\u7684\u4ee3\u7801\u6267\u884c\u4e0e\u8c03\u8bd5\u73af\u5883\u662f\u6c99\u76d2\u5316\u7684\u3002Devin\u4e0d\u662f\u751f\u6210\u4ee3\u7801\u8ba9\u4f60\u53bb\u8dd1\uff0c\u5b83\u81ea\u5df1\u5c31\u5728\u4e00\u4e2a\u5b8c\u6574\u7684Linux\u6c99\u76d2\u91cc\u64cd\u4f5c\u3002\u5b83\u53ef\u4ee5\u7528\u547d\u4ee4\u884c\u5b89\u88c5\u4f9d\u8d56\u3001\u8fd0\u884c\u670d\u52a1\u5668\u3001\u6267\u884c\u6d4b\u8bd5\u3002\u5f53\u6d4b\u8bd5\u5931\u8d25\u65f6\uff0c\u5b83\u80fd\u8bfb\u53d6\u9519\u8bef\u65e5\u5fd7\uff0c\u5206\u6790\u95ee\u9898\uff0c\u5e76\u4fee\u6539\u4ee3\u7801\u3002\u6211\u4eec\u6545\u610f\u5728\u5b83\u5199\u7684\u4ee3\u7801\u91cc\u57cb\u4e86\u4e00\u4e2a\u9690\u853d\u7684\u7ade\u6001\u6761\u4ef6bug\uff0c\u5b83\u82b1\u4e86\u5927\u7ea67\u5206\u949f\uff0c\u901a\u8fc7\u5206\u6790\u65e5\u5fd7\u548c\u589e\u52a0\u540c\u6b65\u9501\u89e3\u51b3\u4e86\u95ee\u9898\u3002\u8fd9\u79cd\u95ed\u73af\u7684\u95ee\u9898\u89e3\u51b3\u80fd\u529b\uff0c\u662f\u5176\u4ed6\u5de5\u5177\u4e0d\u5177\u5907\u7684\u3002<\/p>\n
\u6700\u540e\uff0c\u5b83\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u6781\u5927\uff0c\u4e14\u80fd\u4e3b\u52a8\u5b66\u4e60\u3002\u5b98\u65b9\u6ca1\u6709\u516c\u5e03\u5177\u4f53token\u6570\uff0c\u4f46\u6839\u636e\u5b83\u80fd\u5b8c\u6574\u5904\u7406\u4e00\u4e2a\u4e2d\u7b49\u89c4\u6a21GitHub\u4ed3\u5e93\uff08\u6570\u5343\u884c\u4ee3\u7801\uff09\u5e76\u7406\u89e3\u5176\u67b6\u6784\u6765\u5224\u65ad\uff0c\u4e0a\u4e0b\u6587\u5904\u7406\u80fd\u529b\u8fdc\u8d85\u666e\u901a\u5927\u6a21\u578b\u3002\u66f4\u5173\u952e\u7684\u662f\uff0c\u5b83\u80fd\u4e3b\u52a8\u4f7f\u7528\u6d4f\u89c8\u5668\u641c\u7d22\u6587\u6863\u3001\u67e5\u9605API\uff0c\u5c06\u65b0\u77e5\u8bc6\u878d\u5165\u5f53\u524d\u4efb\u52a1\u3002<\/p>\n
\u5178\u578b\u4f7f\u7528\u573a\u666f\uff1a\u4ece\u539f\u578b\u5230\u7ef4\u62a4\uff0c\u5b83\u90fd\u80fd\u5e72<\/p>\n
1. \u5feb\u901f\u539f\u578b\u9a8c\u8bc1\uff1a\u4e00\u4e2a\u521b\u4e1a\u8005\u6709\u4e2a\u793e\u4ea4App\u7684\u6a21\u7cca\u60f3\u6cd5\u3002\u4ed6\u4e0d\u9700\u8981\u96c7\u4f63\u5916\u5305\u6216\u81ea\u5df1\u71ac\u591c\uff0c\u53ea\u9700\u7528\u81ea\u7136\u8bed\u8a00\u5411Devin\u63cf\u8ff0\u6838\u5fc3\u529f\u80fd\uff08\u7528\u6237\u6ce8\u518c\u3001\u53d1\u5e16\u3001\u70b9\u8d5e\u3001\u8bc4\u8bba\uff09\u3002Devin\u5728\u51e0\u5c0f\u65f6\u5185\u5c31\u80fd\u4ea4\u4ed8\u4e00\u4e2a\u53ef\u8fd0\u884c\u3001\u5e26\u57fa\u7840UI\u7684\u5168\u6808\u539f\u578b\uff08\u6211\u4eec\u5b9e\u6d4b\u7528\u4e864\u5c0f\u65f6\uff09\uff0c\u8ba9\u521b\u4e1a\u8005\u7acb\u523b\u62ff\u53bb\u7ed9\u6295\u8d44\u4eba\u6f14\u793a\u6216\u8fdb\u884c\u7528\u6237\u8bbf\u8c08\u3002<\/p>\n
2. \u9057\u7559\u4ee3\u7801\u5e93\u7684\u7ef4\u62a4\u4e0e\u5347\u7ea7\uff1a\u63a5\u624b\u4e00\u4e2a\u6ca1\u4eba\u613f\u610f\u78b0\u7684\u53e4\u8001Python 2.7\u9879\u76ee\uff0c\u9700\u8981\u5347\u7ea7\u5230Python 3\u5e76\u4fee\u590d\u517c\u5bb9\u6027\u95ee\u9898\u3002\u4f60\u5c06\u4ee3\u7801\u5e93\u4e22\u7ed9Devin\uff0c\u5b83\u4f1a\u5206\u6790\u6240\u6709\u4ee3\u7801\uff0c\u8bc6\u522b\u51fa`print`\u8bed\u53e5\u3001`xrange`\u7b49\u4e0d\u517c\u5bb9\u8bed\u6cd5\uff0c\u5e76\u7cfb\u7edf\u5730\u66ff\u6362\u548c\u6d4b\u8bd5\u3002\u5b83\u8fd8\u80fd\u4e3a\u6ca1\u6709\u6587\u6863\u7684\u51fd\u6570\u81ea\u52a8\u751f\u6210\u6ce8\u91ca\u548c\u5355\u5143\u6d4b\u8bd5\uff0c\u6781\u5927\u51cf\u8f7b\u4e86\u7ef4\u62a4\u8d1f\u62c5\u3002<\/p>\n
3. \u81ea\u52a8\u5316\u65e5\u5e38\u5f00\u53d1\u4efb\u52a1\uff1a\u6bd4\u5982\uff0c\u516c\u53f8\u8981\u6c42\u4e3a\u6240\u6709API\u7aef\u70b9\u6dfb\u52a0\u8bf7\u6c42\u901f\u7387\u9650\u5236\u548c\u76d1\u63a7\u3002\u8fd9\u4e0d\u662f\u521b\u9020\u6027\u5de5\u4f5c\uff0c\u4f46\u7e41\u7410\u6613\u9519\u3002\u4f60\u53ef\u4ee5\u8ba9Devin\u904d\u5386\u4ee3\u7801\u5e93\uff0c\u8bc6\u522b\u6240\u6709\u8def\u7531\uff0c\u7edf\u4e00\u6dfb\u52a0\u4e2d\u95f4\u4ef6\u548c\u65e5\u5fd7\u57cb\u70b9\uff0c\u5e76\u751f\u6210\u4e00\u4efd\u6539\u52a8\u62a5\u544a\u3002\u5b83\u50cf\u4e0d\u77e5\u75b2\u5026\u7684\u5b9e\u4e60\u751f\uff0c\u5b8c\u7f8e\u6267\u884c\u8fd9\u4e9b\u91cd\u590d\u6027\u6307\u4ee4\u3002<\/p>\n
\u4e0e\u540c\u7c7b\u5de5\u5177\u6a2a\u5411\u5bf9\u6bd4\uff1a\u5b83\u7ad9\u5728\u53e6\u4e00\u4e2a\u7ef4\u5ea6<\/p>\n
\u6700\u76f4\u63a5\u7684\u5bf9\u6bd4\u662fGitHub Copilot\u548cCursor\u3002Copilot\u662f\u201c\u8d85\u7ea7\u667a\u80fd\u7684\u81ea\u52a8\u8865\u5168\u201d\uff0cCursor\u662f\u201c\u6df1\u5ea6\u96c6\u6210AI\u7684IDE\u201d\uff0c\u5b83\u4eec\u90fd\u9700\u8981\u4f60\u4f5c\u4e3a\u9a7e\u9a76\u5458\u7684\u7edd\u5bf9\u4e3b\u5bfc\u3002\u4f60\u601d\u8003\u67b6\u6784\uff0c\u4f60\u51b3\u5b9a\u4e0b\u4e00\u6b65\uff0cAI\u53ea\u662f\u52a0\u901f\u4f60\u7684\u64cd\u4f5c\u3002<\/p>\n
\u800cDevin\u662f\u81ea\u52a8\u9a7e\u9a76\u3002\u4f60\u8bbe\u5b9a\u76ee\u7684\u5730\uff08\u9700\u6c42\uff09\uff0c\u5b83\u81ea\u5df1\u89c4\u5212\u8def\u7ebf\u3001\u5f00\u8f66\u3001\u5e94\u5bf9\u7a81\u53d1\u8def\u51b5\u3002\u4e00\u4e2a\u66f4\u5f62\u8c61\u7684\u6bd4\u55bb\uff1aCopilot\u662f\u7ed9\u4f60\u4e00\u628a\u66f4\u5feb\u7684\u9524\u5b50\uff0cCursor\u662f\u7ed9\u4f60\u4e00\u4e2a\u4f1a\u5efa\u8bae\u600e\u4e48\u9489\u9489\u5b50\u7684\u667a\u80fd\u5de5\u5177\u7bb1\uff0c\u800cDevin\u662f\u76f4\u63a5\u6d3e\u6765\u4e00\u4e2a\u4f1a\u8bf4\u201c\u8001\u677f\u653e\u5fc3\uff0c\u8fd9\u9762\u5899\u6211\u5305\u4e86\u201d\u7684\u673a\u5668\u4eba\u74e6\u5320\u3002<\/p>\n
\u76ee\u524d\uff0c\u8fd8\u6ca1\u6709\u4efb\u4f55\u5176\u4ed6AI\u5de5\u5177\u80fd\u8fbe\u5230Devin\u7684\u81ea\u4e3b\u6027\u6c34\u5e73\u3002\u4e00\u4e9b\u521d\u521b\u516c\u53f8\uff08\u5982Magic\u3001Aider\uff09\u5728\u5c1d\u8bd5\u7c7b\u4f3c\u65b9\u5411\uff0c\u4f46\u5728\u4efb\u52a1\u89c4\u5212\u7684\u590d\u6742\u5ea6\u548c\u95ed\u73af\u6267\u884c\u80fd\u529b\u4e0a\uff0c\u4e0eDevin\u4ecd\u6709\u4ee3\u5dee\u3002<\/p>\n
\u5b9a\u4ef7\u6027\u4ef7\u6bd4\u5206\u6790\uff1a\u8d35\uff0c\u4f46\u53ef\u80fd\u7269\u8d85\u6240\u503c<\/p>\n
Devin\u76ee\u524d\u5904\u4e8e\u65e9\u671f\u8bbf\u95ee\u9636\u6bb5\uff0c\u91c7\u7528\u9080\u8bf7\u5236\uff0c\u5e76\u672a\u516c\u5f00\u6807\u51c6\u5b9a\u4ef7\u3002\u4f46\u6839\u636e\u884c\u4e1a\u4fe1\u606f\u53ca\u5bf9\u5176\u80fd\u529b\u7684\u8bc4\u4f30\uff0c\u5176\u5b9a\u4ef7\u6781\u6709\u53ef\u80fd\u8fdc\u9ad8\u4e8eCopilot\uff08\u6bcf\u670810-20\u7f8e\u5143\uff09\u6216Cursor\uff08\u514d\u8d39+\u9ad8\u7ea7\u529f\u80fd\u8ba2\u9605\uff09\u3002\u6211\u4eec\u9884\u6d4b\u5176\u4f01\u4e1a\u7ea7\u6708\u8d39\u53ef\u80fd\u5728\u6570\u767e\u7f8e\u5143\u91cf\u7ea7\u3002<\/p>\n
\u8fd9\u8d35\u5417\uff1f\u5bf9\u4e8e\u4e2a\u4eba\u5f00\u53d1\u8005\u6216\u5b66\u751f\uff0c\u7edd\u5bf9\u662f\u5929\u4ef7\u3002\u4f46\u5bf9\u4e8e\u4e00\u5bb6\u79d1\u6280\u516c\u53f8\u5462\uff1f\u5047\u8bbeDevin\u80fd\u66ff\u4ee3\u4e00\u4e2a\u521d\u7ea7\u8f6f\u4ef6\u5de5\u7a0b\u5e0830%\u7684\u5de5\u4f5c\u91cf\uff08\u4fdd\u5b88\u4f30\u8ba1\uff09\uff0c\u90a3\u4e48\u6bcf\u6708\u51e0\u767e\u7f8e\u5143\u7684\u6210\u672c\uff0c\u76f8\u6bd4\u5de5\u7a0b\u5e08\u6570\u4e07\u7f8e\u5143\u7684\u5e74\u85aa\uff0c\u6295\u8d44\u56de\u62a5\u7387\u662f\u60ca\u4eba\u7684\u3002\u5b83\u4e0d\u662f\u5728\u5356\u201c\u5de5\u5177\u201d\uff0c\u800c\u662f\u5728\u5356\u201c\u6570\u5b57\u52b3\u52a8\u529b\u5de5\u65f6\u201d\u3002\u5bf9\u4e8e\u9879\u76ee\u7d27\u6025\u3001\u4eba\u529b\u77ed\u7f3a\u6216\u9700\u8981\u5feb\u901f\u8bd5\u9519\u7684\u56e2\u961f\uff0c\u8fd9\u4e2a\u4ef7\u683c\u53ef\u80fd\u975e\u5e38\u5212\u7b97\u3002<\/p>\n
\u9002\u5408\u4eba\u7fa4\u4e0e\u4e0d\u9002\u5408\u4eba\u7fa4<\/p>\n
* \u9002\u5408\uff1a<\/p>\n
* \u521d\u521b\u516c\u53f8\u548c\u5c0f\u56e2\u961f\uff1a\u8d44\u6e90\u6709\u9650\uff0c\u9700\u8981\u4e00\u4eba\u6210\u519b\uff0c\u7528AI\u6760\u6746\u64ac\u52a8\u5f00\u53d1\u8fdb\u5ea6\u3002<\/p>\n
* \u6280\u672f\u7ba1\u7406\u8005\/\u4ea7\u54c1\u7ecf\u7406\uff1a\u6709\u60f3\u6cd5\u4f46\u7f16\u7801\u80fd\u529b\u4e0d\u5f3a\uff0c\u9700\u8981\u5feb\u901f\u5c06\u6982\u5ff5\u8f6c\u5316\u4e3a\u53ef\u6f14\u793a\u7684\u4ea7\u54c1\u3002<\/p>\n
* \u5168\u6808\u5de5\u7a0b\u5e08\uff1a\u5904\u7406\u5927\u91cf\u91cd\u590d\u6027\u3001\u6a21\u5f0f\u5316\u7684\u5168\u6808\u4efb\u52a1\uff0c\u5e0c\u671b\u5c06\u7cbe\u529b\u96c6\u4e2d\u5728\u6838\u5fc3\u67b6\u6784\u548c\u521b\u65b0\u4e0a\u3002<\/p>\n
* \u5904\u7406\u9057\u7559\u7cfb\u7edf\u7684\u56e2\u961f\uff1a\u9762\u4e34\u67af\u71e5\u4e14\u9ad8\u98ce\u9669\u7684\u4ee3\u7801\u8fc1\u79fb\u3001\u91cd\u6784\u548c\u6587\u6863\u5de5\u4f5c\u3002<\/p>\n
* \u4e0d\u9002\u5408\uff1a<\/p>\n
* \u7f16\u7a0b\u521d\u5b66\u8005\uff1a\u8fc7\u5ea6\u4f9d\u8d56Devin\u4f1a\u963b\u788d\u4f60\u7406\u89e3\u5e95\u5c42\u539f\u7406\u548c\u57f9\u517b\u89e3\u51b3\u95ee\u9898\u7684\u80fd\u529b\u3002\u5b83\u662f\u540c\u4e8b\uff0c\u4e0d\u662f\u8001\u5e08\u3002<\/p>\n
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