\u6700\u8fd1\u79d1\u6280\u5708\u88ab\u4e00\u4e2a\u53ebDevin\u7684AI\u5de5\u5177\u5237\u5c4f\u4e86\uff0c\u6807\u9898\u4e00\u4e2a\u6bd4\u4e00\u4e2a\u5413\u4eba\uff1a\u201c\u9996\u4e2aAI\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u201d\u3001\u201c\u7a0b\u5e8f\u5458\u7ec8\u7ed3\u8005\u201d\u3002\u4f5c\u4e3a\u4e00\u4e2a\u5929\u5929\u548cAI\u5de5\u5177\u6253\u4ea4\u9053\u7684\u5206\u6790\u5e08\uff0c\u6211\u5fc5\u987b\u5e26\u5927\u5bb6\u6252\u5f00\u8425\u9500\u7684\u5916\u8863\uff0c\u770b\u770b\u5b83\u5230\u5e95\u6709\u51e0\u65a4\u51e0\u4e24\u3002\u7b80\u5355\u8bf4\uff0cDevin\u4e0d\u662f\u53e6\u4e00\u4e2a\u5e2e\u4f60\u8865\u5168\u4ee3\u7801\u7684Copilot\uff0c\u5b83\u5ba3\u79f0\u81ea\u5df1\u662f\u4e00\u4e2a\u80fd\u7aef\u5230\u7aef\u5904\u7406\u6574\u4e2a\u8f6f\u4ef6\u9879\u76ee\u7684\u201c\u540c\u4e8b\u201d\u3002\u4f60\u7ed9\u5b83\u4e00\u4e2a\u76ee\u6807\uff0c\u6bd4\u5982\u201c\u5efa\u4e00\u4e2a\u5929\u6c14\u4eea\u8868\u76d8\u201d\uff0c\u5b83\u5c31\u80fd\u81ea\u5df1\u53bb\u89c4\u5212\u3001\u5199\u4ee3\u7801\u3001\u8c03\u8bd5\u3001\u6d4b\u8bd5\u751a\u81f3\u90e8\u7f72\u3002\u8fd9\u542c\u8d77\u6765\u50cf\u662f\u79d1\u5e7b\u7247\uff0c\u5bf9\u5427\uff1f\u90a3\u6211\u4eec\u6765\u770b\u770b\u73b0\u5b9e\u3002<\/p>\n
\u6838\u5fc3\u529f\u80fd\u4e0e\u6280\u672f\u4eae\u70b9\uff1a\u4e0d\u53ea\u662f\u5199\u4ee3\u7801\uff0c\u800c\u662f\u201c\u505a\u9879\u76ee\u201d<\/p>\n
Devin\u7684\u6838\u5fc3\u5356\u70b9\u5728\u4e8e\u5176\u201c\u81ea\u4e3b\u6027\u201d\u3002\u6839\u636e\u5176\u7814\u53d1\u516c\u53f8Cognition AI\u53d1\u5e03\u7684\u6f14\u793a\uff0c\u5b83\u96c6\u6210\u4e86\u51e0\u4e2a\u5173\u952e\u80fd\u529b\uff1a<\/p>\n
1. \u957f\u671f\u63a8\u7406\u4e0e\u89c4\u5212\uff1a\u5b83\u80fd\u5c06\u4e00\u4e2a\u590d\u6742\u7684\u7528\u6237\u6307\u4ee4\uff08\u5982\u201c\u4e3a\u8fd9\u4e2a\u5f00\u6e90\u6a21\u578b\u5fae\u8c03\u4e00\u4e2a\u7f51\u9875UI\u201d\uff09\u5206\u89e3\u6210\u4e00\u7cfb\u5217\u5b50\u4efb\u52a1\uff0c\u5e76\u4e00\u6b65\u6b65\u6267\u884c\u3002\u8fd9\u80cc\u540e\u4f9d\u8d56\u7684\u662f\u5f3a\u5927\u7684AI\u667a\u80fd\u4f53\uff08Agent\uff09\u6846\u67b6\u3002<\/p>\n
2. \u5168\u6808\u5f00\u53d1\u6280\u80fd\uff1a\u6f14\u793a\u4e2d\u5b83\u719f\u7ec3\u4f7f\u7528\u4e86\u524d\u7aef\uff08React\uff09\u3001\u540e\u7aef\u3001\u547d\u4ee4\u884c\u5de5\u5177\u3001\u751a\u81f3Docker\u548c\u4e91\u670d\u52a1\u3002\u5b83\u4e0d\u662f\u5728\u5355\u4e00\u6587\u4ef6\u91cc\u8865\u5168\uff0c\u800c\u662f\u5728\u6574\u4e2a\u4ee3\u7801\u5e93\u7684\u4e0a\u4e0b\u6587\u4e2d\u64cd\u4f5c\u3002<\/p>\n
3. \u81ea\u4e3b\u5b66\u4e60\u4e0e\u4fee\u590d\uff1a\u5f53\u9047\u5230\u9519\u8bef\u65f6\uff0cDevin\u4f1a\u9605\u8bfb\u9519\u8bef\u65e5\u5fd7\uff0c\u53bb\u641c\u7d22\u5f15\u64ce\u67e5\u627e\u89e3\u51b3\u65b9\u6848\uff0c\u7136\u540e\u5e94\u7528\u4fee\u590d\u3002\u5b83\u80fd\u8c03\u7528\u6d4f\u89c8\u5668\u3001\u4ee3\u7801\u7f16\u8f91\u5668\u548c\u7ec8\u7aef\uff0c\u5c31\u50cf\u4e00\u4e2a\u771f\u4eba\u5728\u64cd\u4f5c\u7535\u8111\u3002<\/p>\n
4. \u5b9e\u9645\u6027\u80fd\u6570\u636e\uff1a\u5728SWE-bench\u57fa\u51c6\u6d4b\u8bd5\uff08\u4e00\u4e2a\u8bc4\u4f30AI\u89e3\u51b3\u771f\u5b9e\u4e16\u754cGitHub\u95ee\u9898\u7684\u6d4b\u8bd5\uff09\u4e2d\uff0cDevin\u58f0\u79f0\u89e3\u51b3\u4e8613.86%\u7684\u95ee\u9898\uff0c\u800c\u4e4b\u524d\u6700\u597d\u7684\u6a21\u578b\uff08Claude 2\uff09\u53ea\u80fd\u89e3\u51b34.80%\u3002\u8fd9\u4e2a\u63d0\u5347\u662f\u8d28\u7684\u98de\u8dc3\uff0c\u4f46\u4e5f\u8bf4\u660e\u79bb\u89e3\u51b3\u6240\u6709\u95ee\u9898\u8fd8\u5f88\u8fdc\u3002<\/p>\n
\u5178\u578b\u4f7f\u7528\u573a\u666f\uff1a\u5b83\u73b0\u5728\u80fd\u5e72\u4ec0\u4e48\uff1f<\/p>\n
\u76ee\u524d\u6765\u770b\uff0cDevin\u6700\u9002\u5408\u7684\u4e0d\u662f\u4ece\u96f6\u521b\u9020\u98a0\u8986\u6027\u7684\u65b0\u7cfb\u7edf\uff0c\u800c\u662f\u5904\u7406\u90a3\u4e9b\u5b9a\u4e49\u76f8\u5bf9\u6e05\u6670\u3001\u6709\u5927\u91cf\u73b0\u6709\u8303\u4f8b\u53ef\u5faa\u7684\u5f00\u53d1\u4efb\u52a1\u3002<\/p>\n
* \u573a\u666f\u4e00\uff1a\u539f\u578b\u5f00\u53d1\u4e0e\u81ea\u52a8\u5316\u811a\u672c\uff1a\u4ea7\u54c1\u7ecf\u7406\u6709\u4e2a\u6a21\u7cca\u7684\u60f3\u6cd5\uff1a\u201c\u9700\u8981\u4e00\u4e2a\u80fd\u6293\u53d6\u7ade\u54c1\u4ef7\u683c\u5e76\u751f\u6210\u65e5\u62a5\u7684\u811a\u672c\u3002\u201d \u4f60\u53ef\u4ee5\u628a\u9700\u6c42\u4e22\u7ed9Devin\uff0c\u5b83\u4f1a\u9009\u62e9\u7528Python\u7684BeautifulSoup\u6216Selenium\u5e93\u6765\u5199\u722c\u866b\uff0c\u518d\u7528Pandas\u6574\u7406\u6570\u636e\uff0c\u6700\u540e\u7528\u90ae\u4ef6\u6216Slack\u53d1\u9001\u62a5\u544a\u3002\u5b83\u8282\u7701\u7684\u662f\u4ece\u60f3\u6cd5\u5230\u7b2c\u4e00\u4e2a\u53ef\u8fd0\u884c\u7248\u672c\u4e4b\u95f4\u7684\u7e41\u7410\u642d\u5efa\u8fc7\u7a0b\u3002<\/p>\n
* \u573a\u666f\u4e8c\uff1a\u9057\u7559\u4ee3\u7801\u5e93\u7684\u7ef4\u62a4\u4e0e\u5347\u7ea7\uff1a\u201c\u5c06\u8fd9\u4e2a\u8001\u65e7\u7684jQuery\u9879\u76ee\u8fc1\u79fb\u5230React\u6846\u67b6\u3002\u201d \u8fd9\u79cd\u91cd\u590d\u6027\u9ad8\u3001\u6a21\u5f0f\u56fa\u5b9a\u7684\u4efb\u52a1\uff0c\u6b63\u662fDevin\u7684\u7528\u6b66\u4e4b\u5730\u3002\u5b83\u53ef\u4ee5\u5206\u6790\u539f\u6709\u4ee3\u7801\u7ed3\u6784\uff0c\u5206\u6a21\u5757\u8fdb\u884c\u91cd\u5199\u548c\u6d4b\u8bd5\u3002<\/p>\n
* \u573a\u666f\u4e09\uff1a\u590d\u6742\u7684Bug\u6392\u67e5\u4e0e\u4fee\u590d\uff1a\u9762\u5bf9\u4e00\u4e2a\u68d8\u624b\u7684\u751f\u4ea7\u73af\u5883Bug\uff0cDevin\u53ef\u4ee5\u63a5\u5165\u76d1\u63a7\u65e5\u5fd7\uff0c\u81ea\u52a8\u590d\u73b0\u95ee\u9898\uff0c\u5728\u4ee3\u7801\u5e93\u4e2d\u5b9a\u4f4d\u53ef\u80fd\u51fa\u9519\u7684\u6a21\u5757\uff0c\u5e76\u5c1d\u8bd5\u591a\u79cd\u4fee\u590d\u65b9\u6848\uff0c\u6700\u540e\u7ed9\u51fa\u8bca\u65ad\u62a5\u544a\u548c\u4fee\u590d\u5efa\u8bae\uff0c\u6781\u5927\u7f29\u77ed\u8d44\u6df1\u5de5\u7a0b\u5e08\u7684\u8c03\u8bd5\u65f6\u95f4\u3002<\/p>\n
\u4e0e\u540c\u7c7b\u5de5\u5177\u6a2a\u5411\u5bf9\u6bd4\uff1a\u5b83\u6bd4GitHub Copilot\u5f3a\u5728\u54ea\uff1f<\/p>\n
\u6700\u5927\u7684\u7ade\u54c1\u65e0\u7591\u662fGitHub Copilot\uff0c\u4f46\u4e24\u8005\u672c\u8d28\u4e0d\u540c\u3002<\/p>\n
* Copilot\u662f\u201c\u526f\u9a7e\u9a76\u201d\uff1a\u5b83\u662f\u4e00\u4e2a\u65e0\u4e0e\u4f26\u6bd4\u7684\u4ee3\u7801\u8865\u5168\u548c\u804a\u5929\u52a9\u624b\uff0c\u6df1\u5ea6\u96c6\u6210\u5728IDE\u91cc\uff0c\u5728\u4f60\u5199\u6bcf\u4e00\u884c\u4ee3\u7801\u65f6\u63d0\u4f9b\u5efa\u8bae\u3002\u5b83\u7684\u6838\u5fc3\u662f\u63d0\u5347\u7f16\u7801\u6548\u7387\uff0c\u4f46\u51b3\u7b56\u548c\u9879\u76ee\u89c4\u5212\u4ecd\u7136\u5b8c\u5168\u4f9d\u8d56\u7a0b\u5e8f\u5458\u3002<\/p>\n
* Devin\u60f3\u505a\u201c\u4e3b\u9a7e\u9a76\u5458\u201d\uff1a\u5b83\u8bd5\u56fe\u63a5\u7ba1\u4ece\u89c4\u5212\u5230\u90e8\u7f72\u7684\u6574\u4e2a\u6d41\u7a0b\u3002\u4f60\u4e0d\u9700\u8981\u5728IDE\u91cc\u548c\u5b83\u4e92\u52a8\uff0c\u800c\u662f\u7ed9\u5b83\u4e00\u4e2a\u76ee\u6807\uff0c\u7136\u540e\u8ba9\u5b83\u81ea\u5df1\u53bb\u201c\u5de5\u4f5c\u201d\u3002\u5b83\u7684\u6311\u6218\u5728\u4e8e\u5bf9\u6a21\u7cca\u9700\u6c42\u7684\u628a\u63a7\u3001\u5bf9\u590d\u6742\u7cfb\u7edf\u8bbe\u8ba1\u7684\u7406\u89e3\uff0c\u4ee5\u53ca\u5904\u7406\u524d\u6240\u672a\u89c1\u60c5\u51b5\u7684\u80fd\u529b\u3002<\/p>\n
\u7b80\u800c\u8a00\u4e4b\uff0cCopilot\u662f\u589e\u5f3a\u4eba\u7c7b\uff0cDevin\u662f\u8bd5\u56fe\u66ff\u4ee3\u4eba\u7c7b\uff08\u90e8\u5206\uff09\u5de5\u4f5c\u3002\u76ee\u524d\uff0cDevin\u5728\u6210\u719f\u5ea6\u548c\u53ef\u9760\u6027\u4e0a\u8fdc\u4e0d\u53caCopilot\uff0c\u4f46\u5728\u4efb\u52a1\u81ea\u52a8\u5316\u7684\u5e7f\u5ea6\u4e0a\u5f00\u8f9f\u4e86\u65b0\u8d5b\u9053\u3002<\/p>\n
\u5b9a\u4ef7\u6027\u4ef7\u6bd4\u5206\u6790\uff1a\u4e3a\u201c\u53ef\u80fd\u6027\u201d\u4ed8\u8d39<\/p>\n
\u76ee\u524dDevin\u5c1a\u672a\u516c\u5f00\u5177\u4f53\u5b9a\u4ef7\uff0c\u5904\u4e8e\u65e9\u671f\u8bbf\u95ee\u9636\u6bb5\u3002\u53ef\u4ee5\u9884\u6d4b\uff0c\u5176\u5b9a\u4ef7\u5c06\u8fdc\u9ad8\u4e8eCopilot\uff08\u4e2a\u4eba\u7248\u6bcf\u670810\u7f8e\u5143\uff09\u3002\u5b83\u5f88\u53ef\u80fd\u91c7\u7528\u57fa\u4e8e\u4efb\u52a1\u590d\u6742\u5ea6\u6216\u8ba1\u7b97\u8d44\u6e90\u4f7f\u7528\u91cf\u7684\u9ad8\u9636\u8ba2\u9605\u6a21\u5f0f\uff08\u4f8b\u5982\u6bcf\u6708\u6570\u767e\u7f8e\u5143\uff09\u3002<\/p>\n
\u5bf9\u4e8e\u4e2a\u4eba\u5f00\u53d1\u8005\u6216\u5c0f\u56e2\u961f\uff0c\u73b0\u9636\u6bb5\u6027\u4ef7\u6bd4\u53ef\u80fd\u4e0d\u9ad8\uff0c\u56e0\u4e3a\u4f60\u4ecd\u7136\u9700\u8981\u6df1\u5ea6\u76d1\u7763\u548c\u5ba1\u67e5\u5b83\u7684\u8f93\u51fa\u3002\u4f46\u5bf9\u4e8e\u4e2d\u5927\u578b\u4f01\u4e1a\uff0c\u5982\u679cDevin\u80fd\u53ef\u9760\u5730\u81ea\u52a8\u5316\u90a3\u4e9b\u91cd\u590d\u3001\u8017\u65f6\u7684\u5f00\u53d1\u4efb\u52a1\uff08\u5982\u5199\u6d4b\u8bd5\u3001\u66f4\u65b0\u4f9d\u8d56\u3001\u57fa\u7840\u6570\u636e\u7ba1\u9053\uff09\uff0c\u5373\u4f7f\u6bcf\u6708\u82b1\u8d39\u4e0a\u5343\u7f8e\u5143\uff0c\u4ece\u8282\u7701\u7684\u5de5\u7a0b\u5e08\u5de5\u65f6\u6765\u770b\uff0c\u4e5f\u53ef\u80fd\u662f\u503c\u5f97\u7684\u3002\u4f60\u652f\u4ed8\u7684\u4e0d\u4ec5\u662f\u5de5\u5177\u8d39\uff0c\u66f4\u662f\u5bf9\u201c\u81ea\u52a8\u5316\u8f6f\u4ef6\u5f00\u53d1\u201d\u672a\u6765\u7684\u65e9\u671f\u6295\u8d44\u3002<\/p>\n
\u9002\u5408\u4eba\u7fa4\u4e0e\u4e0d\u9002\u5408\u4eba\u7fa4<\/p>\n
* \u9002\u5408\uff1a<\/p>\n
– \u79d1\u6280\u4f01\u4e1a\u7684\u5de5\u7a0b\u56e2\u961f\u8d1f\u8d23\u4eba\uff1a\u5e0c\u671b\u63a2\u7d22\u7528AI\u63d0\u5347\u56e2\u961f\u6548\u7387\u7684\u8fb9\u754c\uff0c\u81ea\u52a8\u5316\u7e41\u7410\u4efb\u52a1\u3002<\/p>\n
– \u5168\u6808\u521b\u4e1a\u8005\/\u72ec\u7acb\u5f00\u53d1\u8005\uff1a\u4eba\u624b\u6709\u9650\uff0c\u9700\u8981\u5feb\u901f\u6784\u5efa\u4ea7\u54c1\u539f\u578b\u6216MVP\uff0c\u80fd\u5bb9\u5fcd\u5e76\u4fee\u6b63AI\u7684\u9519\u8bef\u3002<\/p>\n
– \u9ad8\u7ea7\u522b\u5f00\u53d1\u8005\uff1a\u5c06\u5176\u4f5c\u4e3a\u5f3a\u5927\u7684\u7814\u7a76\u52a9\u7406\uff0c\u5904\u7406\u90a3\u4e9b\u4ed6\u4eec\u77e5\u9053\u600e\u4e48\u505a\u4f46\u61d2\u5f97\u4eb2\u624b\u505a\u7684\u4efb\u52a1\u3002<\/p>\n
* \u4e0d\u9002\u5408\uff1a<\/p>\n
– \u7f16\u7a0b\u521d\u5b66\u8005\uff1a\u4f60\u9700\u8981\u7684\u662f\u7406\u89e3\u57fa\u7840\uff0c\u800c\u4e0d\u662f\u8ba9\u4e00\u4e2a\u9ed1\u7bb1\u66ff\u4f60\u5b8c\u6210\u4e00\u5207\uff0c\u8fd9\u4e0d\u5229\u4e8e\u5b66\u4e60\u3002<\/p>\n
– \u8ffd\u6c42\u7edd\u5bf9\u7a33\u5b9a\u548c\u53ef\u63a7\u7684\u56e2\u961f\uff1aDevin\u7684\u51b3\u7b56\u8fc7\u7a0b\u5c1a\u4e0d\u900f\u660e\uff0c\u5728\u5173\u952e\u751f\u4ea7\u7cfb\u7edf\u4e2d\u4f7f\u7528\u98ce\u9669\u6781\u9ad8\u3002<\/p>\n
– \u671f\u5f85\u201c\u4e00\u952e\u751f\u6210\u5b8c\u6574App\u201d\u7684\u7528\u6237\uff1aDevin\u7684\u80fd\u529b\u88ab\u4e25\u91cd\u9ad8\u4f30\uff0c\u590d\u6742\u521b\u65b0\u6027\u5de5\u4f5c\u4ecd\u9700\u4eba\u7c7b\u4e3b\u5bfc\u3002<\/p>\n
\u6700\u540e\uff0c\u4e00\u4e2a\u91cd\u8981\u7684\u5b58\u8bc1\u63d0\u793a\uff1a<\/p>\n
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