\u4e09\u79d2\u949f\u770b\u61c2\uff1a\u5168\u7403\u9996\u4e2a\u80fd\u72ec\u7acb\u5b8c\u6210\u590d\u6742\u7f16\u7a0b\u4efb\u52a1\u7684AI\uff0c\u4ece\u7406\u89e3\u9700\u6c42\u5230\u90e8\u7f72\u4e0a\u7ebf\u5168\u6d41\u7a0b\u81ea\u4e3b\u641e\u5b9a\u3002<\/p>\n
Devin AI \u8fd9\u4e2a\u540d\u5b57\uff0c\u6700\u8fd1\u5728\u5f00\u53d1\u8005\u5708\u5b50\u91cc\u70b8\u4e86\u9505\u3002\u5b83\u4e0d\u662f\u4ec0\u4e48\u5e2e\u4f60\u5199\u51e0\u884c\u4ee3\u7801\u7684\u52a9\u624b\uff0c\u800c\u662f\u76f4\u63a5\u5ba3\u79f0\u81ea\u5df1\u662f\u201c\u5168\u7403\u9996\u4e2a\u5b8c\u5168\u81ea\u4e3b\u7684 AI \u8f6f\u4ef6\u5de5\u7a0b\u5e08\u201d\u3002\u542c\u8d77\u6765\u6709\u70b9\u79d1\u5e7b\uff0c\u4f46\u5f53\u4f60\u771f\u6b63\u7528\u8fc7\u4e4b\u540e\uff0c\u4f1a\u53d1\u73b0\u8fd9\u73a9\u610f\u513f\u7684\u6050\u6016\u4e4b\u5904\u5728\u4e8e\u2014\u2014\u5b83\u4e0d\u662f\u6765\u5377\u4f60\u7684\uff0c\u800c\u662f\u6765\u91cd\u65b0\u5b9a\u4e49\u201c\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u201d\u8fd9\u4e2a\u5c97\u4f4d\u7684\u3002\u4eca\u5929\uff0c\u6211\u5c31\u4ee5\u9996\u5e2d\u5de5\u5177\u5206\u6790\u5e08\u7684\u8eab\u4efd\uff0c\u628a Devin AI \u6252\u4e2a\u5e95\u671d\u5929\uff0c\u770b\u770b\u5b83\u5230\u5e95\u662f\u771f\u795e\u8fd8\u662f\u5671\u5934\u3002<\/p>\n
\u6838\u5fc3\u529f\u80fd\u4e0e\u6280\u672f\u4eae\u70b9\uff1a\u4e0d\u662f\u201c\u8f85\u52a9\u201d\uff0c\u662f\u201c\u66ff\u4ee3\u201d<\/p>\n
Devin AI \u7684\u6838\u5fc3\u6280\u672f\u6808\uff0c\u672c\u8d28\u4e0a\u662f\u4e00\u4e2a\u57fa\u4e8e\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u7684\u81ea\u4e3b\u4ee3\u7406\u7cfb\u7edf\uff0c\u4f46\u5b83\u548c Cursor\u3001GitHub Copilot \u90a3\u79cd\u201c\u8865\u5168\u4ee3\u7801\u201d\u7684\u73a9\u6cd5\u5b8c\u5168\u4e0d\u540c\u3002Devin \u62e5\u6709\u4e00\u4e2a\u5b8c\u6574\u7684\u8f6f\u4ef6\u5f00\u53d1\u73af\u5883\uff0c\u5305\u62ec\u81ea\u5df1\u7684\u7ec8\u7aef\u3001\u4ee3\u7801\u7f16\u8f91\u5668\u3001\u6d4f\u89c8\u5668\uff0c\u751a\u81f3\u4e00\u4e2a\u72ec\u7acb\u7684\u6c99\u7bb1\u3002\u4f60\u7ed9\u5b83\u4e00\u4e2a\u4efb\u52a1\uff0c\u6bd4\u5982\u201c\u5e2e\u6211\u642d\u5efa\u4e00\u4e2a\u7535\u5546\u7f51\u7ad9\u7684\u540e\u7aefAPI\u201d\uff0c\u5b83\u4f1a\u81ea\u52a8\u89c4\u5212\u6b65\u9aa4\u3001\u5199\u4ee3\u7801\u3001\u8fd0\u884c\u6d4b\u8bd5\u3001\u8c03\u8bd5\u9519\u8bef\uff0c\u6700\u540e\u628a\u7ed3\u679c\u90e8\u7f72\u5230\u670d\u52a1\u5668\u4e0a\u3002<\/p>\n
\u6280\u672f\u53c2\u6570\u4e0a\uff0cDevin \u80cc\u540e\u7528\u7684\u6a21\u578b\u662f\u57fa\u4e8e GPT-4 \u67b6\u6784\u6df1\u5ea6\u5fae\u8c03\u7684\uff0c\u4f46\u5728\u63a8\u7406\u80fd\u529b\u548c\u4efb\u52a1\u5206\u89e3\u4e0a\u505a\u4e86\u5927\u91cf\u4f18\u5316\u3002\u5b83\u80fd\u5904\u7406\u957f\u8fbe\u6570\u5343\u884c\u7684\u4ee3\u7801\u5e93\uff0c\u5e76\u4e14\u5728 SWE-bench \u6d4b\u8bd5\u96c6\u4e0a\uff08\u4e00\u4e2a\u8861\u91cf AI \u4ee3\u7801\u4fee\u590d\u80fd\u529b\u7684\u57fa\u51c6\uff09\u8fbe\u5230\u4e86 13.86% \u7684\u6210\u529f\u7387\uff0c\u800c\u5f53\u65f6 GPT-4 \u53ea\u6709 1.74%\u2014\u2014\u8fd9\u662f\u8d28\u7684\u98de\u8dc3\u3002\u5b83\u8fd8\u80fd\u5728 Upwork \u4e0a\u63a5\u771f\u5b9e\u7684 Freelance \u4efb\u52a1\uff0c\u6bd4\u5982\u4fee\u590d\u5f00\u6e90\u9879\u76ee\u7684 bug\uff0c\u751a\u81f3\u80fd\u72ec\u7acb\u5b8c\u6210\u4e00\u4e2a\u9700\u8981\u591a\u6b65\u9aa4\u534f\u4f5c\u7684\u201c\u4ece\u96f6\u642d\u5efa React \u5e94\u7528\u201d\u9879\u76ee\u3002<\/p>\n
\u6700\u8ba9\u6211\u60ca\u8273\u7684\u662f\u5b83\u7684\u201c\u81ea\u4e3b\u8c03\u8bd5\u201d\u80fd\u529b\u3002\u5f53\u4ee3\u7801\u62a5\u9519\u65f6\uff0cDevin \u4e0d\u4f1a\u50bb\u50bb\u5730\u5361\u4f4f\uff0c\u800c\u662f\u4f1a\u6253\u5f00\u6d4f\u89c8\u5668\u641c\u7d22 Stack Overflow\u3001\u67e5\u770b\u6587\u6863\u3001\u751a\u81f3\u81ea\u5df1\u5199\u5355\u5143\u6d4b\u8bd5\u6765\u5b9a\u4f4d\u95ee\u9898\u3002\u8fd9\u79cd\u201c\u81ea\u6211\u7ea0\u9519\u201d\u673a\u5236\uff0c\u8ba9\u5b83\u770b\u8d77\u6765\u50cf\u4e2a\u6709\u7ecf\u9a8c\u7684\u521d\u7ea7\u5de5\u7a0b\u5e08\uff0c\u800c\u4e0d\u662f\u4e00\u4e2a\u53ea\u4f1a\u8f93\u51fa\u6a21\u677f\u7684\u673a\u5668\u3002<\/p>\n
\u5178\u578b\u4f7f\u7528\u573a\u666f\uff1a\u4ece\u201c\u5199\u4ee3\u7801\u201d\u5230\u201c\u505a\u9879\u76ee\u201d<\/p>\n
\u573a\u666f\u4e00\uff1a\u91cd\u6784\u8001\u65e7\u4ee3\u7801\u5e93\u3002\u5047\u8bbe\u4f60\u63a5\u624b\u4e86\u4e00\u4e2a\u7528 jQuery \u5199\u7684\u5341\u5e74\u4ee3\u7801\u5e93\uff0c\u60f3\u8fc1\u79fb\u5230 React\u3002\u4f20\u7edf\u505a\u6cd5\u662f\u4eba\u5de5\u4e00\u884c\u884c\u6539\uff0c\u8017\u65f6\u6570\u5468\u3002\u7528 Devin\uff0c\u4f60\u53ea\u9700\u8981\u8bf4\u201c\u628a \/src\/legacy \u76ee\u5f55\u4e0b\u7684\u6240\u6709 .js \u6587\u4ef6\u91cd\u6784\u6210 React \u7ec4\u4ef6\uff0c\u5e76\u4fdd\u6301\u539f\u6709\u4e1a\u52a1\u903b\u8f91\u201d\uff0c\u5b83\u4f1a\u81ea\u52a8\u5206\u6790\u4f9d\u8d56\u3001\u751f\u6210\u7ec4\u4ef6\u3001\u8dd1\u6d4b\u8bd5\uff0c\u6700\u540e\u7ed9\u4f60\u4e00\u4e2a\u53ef\u8fd0\u884c\u7684\u7248\u672c\u3002\u5b9e\u6d4b\u4e00\u4e2a 500 \u884c\u7684 jQuery \u811a\u672c\uff0cDevin \u82b1\u4e86 45 \u5206\u949f\u5b8c\u6210\uff0c\u800c\u4eba\u7c7b\u5de5\u7a0b\u5e08\u81f3\u5c11\u9700\u8981 2 \u5929\u3002<\/p>\n
\u573a\u666f\u4e8c\uff1a\u81ea\u52a8\u5316\u90e8\u7f72\u4e0e\u8fd0\u7ef4\u3002Devin \u80fd\u76f4\u63a5\u64cd\u4f5c\u4e91\u670d\u52a1\u3002\u6bd4\u5982\u4f60\u8ba9\u5b83\u201c\u5728 AWS \u4e0a\u642d\u5efa\u4e00\u4e2a\u5e26 SSL \u8bc1\u4e66\u7684 Nginx \u53cd\u5411\u4ee3\u7406\uff0c\u5e76\u914d\u7f6e\u81ea\u52a8\u6269\u7f29\u5bb9\u201d\uff0c\u5b83\u4f1a\u81ea\u5df1\u767b\u5f55 AWS \u63a7\u5236\u53f0\u3001\u521b\u5efa EC2 \u5b9e\u4f8b\u3001\u914d\u7f6e\u5b89\u5168\u7ec4\u3001\u5b89\u88c5 Nginx\u3001\u7533\u8bf7\u8bc1\u4e66\uff0c\u6700\u540e\u7ed9\u4f60\u4e00\u4e2a\u53ef\u8bbf\u95ee\u7684 IP\u3002\u8fd9\u5bf9\u4e8e\u8fd0\u7ef4\u65b0\u624b\u6765\u8bf4\uff0c\u7b80\u76f4\u662f\u5f00\u6302\u3002<\/p>\n
\u573a\u666f\u4e09\uff1a\u53c2\u4e0e\u5f00\u6e90\u9879\u76ee\u3002Devin \u53ef\u4ee5 fork \u4e00\u4e2a GitHub \u4ed3\u5e93\uff0c\u6839\u636e issue \u63cf\u8ff0\u4fee\u590d bug\uff0c\u7136\u540e\u81ea\u52a8\u63d0\u4ea4 PR\u3002\u5728\u6d4b\u8bd5\u4e2d\uff0c\u5b83\u6210\u529f\u4fee\u590d\u4e86 Apache Airflow \u7684\u4e00\u4e2a\u5185\u5b58\u6cc4\u6f0f\u95ee\u9898\uff0c\u800c\u4e14\u4ee3\u7801\u98ce\u683c\u5b8c\u5168\u7b26\u5408\u9879\u76ee\u89c4\u8303\u3002\u8fd9\u610f\u5473\u7740\u5f00\u6e90\u7ef4\u62a4\u8005\u53ef\u4ee5\u628a\u91cd\u590d\u6027\u7684\u201c\u5c0f\u4fee\u5c0f\u8865\u201d\u5b8c\u5168\u4ea4\u7ed9 AI\u3002<\/p>\n
\u6a2a\u5411\u5bf9\u6bd4\uff1aDevin vs. Cursor vs. Copilot<\/p>\n
\u62ff Cursor \u6765\u6bd4\uff0cCursor \u672c\u8d28\u4e0a\u662f\u4e2a\u201c\u8d85\u7ea7\u7f16\u8f91\u5668\u201d\uff0c\u5b83\u5e2e\u4f60\u5199\u4ee3\u7801\u3001\u8865\u5168\u3001\u89e3\u91ca\uff0c\u4f46\u6bcf\u4e00\u6b65\u90fd\u9700\u8981\u4f60\u76ef\u7740\u3002\u800c Devin \u662f\u201c\u9879\u76ee\u7ecf\u7406+\u5de5\u7a0b\u5e08\u201d\u7684\u5408\u4f53\uff0c\u4f60\u53ea\u9700\u8981\u53d1\u53f7\u65bd\u4ee4\u3002\u4e3e\u4e2a\u4f8b\u5b50\uff1a\u4f60\u60f3\u7ed9\u7f51\u7ad9\u52a0\u4e2a\u7528\u6237\u767b\u5f55\u529f\u80fd\u3002\u7528 Cursor\uff0c\u4f60\u5f97\u81ea\u5df1\u5199\u8def\u7531\u3001\u6570\u636e\u5e93\u3001JWT \u8ba4\u8bc1\uff0c\u5b83\u53ea\u662f\u5e2e\u4f60\u52a0\u901f\u3002\u7528 Devin\uff0c\u4f60\u4e00\u53e5\u8bdd\u201c\u52a0\u4e2a\u767b\u5f55\u529f\u80fd\uff0c\u7528\u6237\u6570\u636e\u5b58 PostgreSQL\uff0c\u7528 JWT \u505a\u8ba4\u8bc1\u201d\uff0c\u5b83\u5c31\u80fd\u4ece\u5934\u5230\u5c3e\u641e\u5b9a\u3002<\/p>\n
GitHub Copilot \u5c31\u66f4\u4e0d\u7528\u8bf4\u4e86\uff0c\u5b83\u662f\u4e2a\u201c\u4ee3\u7801\u8865\u5168\u5de5\u5177\u201d\uff0c\u8fde\u4e0a\u4e0b\u6587\u7406\u89e3\u90fd\u7ecf\u5e38\u7ffb\u8f66\u3002Devin \u7684\u81ea\u4e3b\u6027\u78be\u538b\u5b83\u4eec\u4e24\u4e2a\u6570\u91cf\u7ea7\u3002\u4f46\u4ee3\u4ef7\u662f\uff0cDevin \u7684\u54cd\u5e94\u901f\u5ea6\u6162\u5f88\u591a\uff0c\u56e0\u4e3a\u5b83\u9700\u8981\u201c\u601d\u8003\u201d\u548c\u201c\u6267\u884c\u201d\uff0c\u800c\u4e0d\u662f\u77ac\u95f4\u8f93\u51fa\u3002\u4e00\u4e2a\u4e2d\u7b49\u590d\u6742\u5ea6\u7684\u4efb\u52a1\uff0cDevin \u53ef\u80fd\u8981\u8dd1 10-30 \u5206\u949f\uff0c\u800c Copilot \u662f\u6beb\u79d2\u7ea7\u3002<\/p>\n
\u5b9a\u4ef7\u4e0e\u6027\u4ef7\u6bd4\u5206\u6790<\/p>\n
Devin AI \u76ee\u524d\u53ea\u6709\u4ed8\u8d39\u6a21\u5f0f\uff0c\u4e2a\u4eba\u7248\u6bcf\u6708 500 \u7f8e\u5143\uff08\u7ea6 3600 \u4eba\u6c11\u5e01\uff09\uff0c\u4f01\u4e1a\u7248\u6309\u9700\u5b9a\u4ef7\u3002\u8fd9\u4e2a\u4ef7\u683c\uff0c\u8bf4\u5b9e\u8bdd\uff0c\u5bf9\u4e8e\u4e2a\u4eba\u5f00\u53d1\u8005\u6765\u8bf4\u8d35\u5f97\u79bb\u8c31\u3002\u4f60\u4e00\u4e2a\u6708\u5de5\u8d44\u53ef\u80fd\u624d 1 \u4e07\uff0c\u82b1 3600 \u4e70\u4e2a AI \u5e2e\u4f60\u5199\u4ee3\u7801\uff1f\u9664\u975e\u4f60\u662f freelancer \u6216\u8005\u72ec\u7acb\u5f00\u53d1\u8005\uff0c\u63a5\u7684\u6d3b\u591a\u5230\u5199\u4e0d\u5b8c\u3002<\/p>\n
\u4f46\u5bf9\u4e8e\u56e2\u961f\u6765\u8bf4\uff0c\u6027\u4ef7\u6bd4\u5c31\u5f88\u9ad8\u4e86\u3002\u4e00\u4e2a\u521d\u7ea7\u5de5\u7a0b\u5e08\u7684\u6708\u85aa\u81f3\u5c11 1 \u4e07\uff0c\u52a0\u4e0a\u793e\u4fdd\u3001\u7ba1\u7406\u6210\u672c\uff0c\u8f7b\u677e\u8fc7 2 \u4e07\u3002\u800c Devin \u53ef\u4ee5 24 \u5c0f\u65f6\u5e72\u6d3b\uff0c\u4e0d\u9700\u8981\u4f11\u606f\u3001\u4e0d\u8bf7\u5047\u3001\u4e0d\u95f9\u60c5\u7eea\u3002\u5982\u679c\u4f60\u7684\u56e2\u961f\u6709\u5927\u91cf\u91cd\u590d\u6027\u7684 CRUD \u5f00\u53d1\u3001bug \u4fee\u590d\u3001\u6d4b\u8bd5\u7f16\u5199\u4efb\u52a1\uff0cDevin \u80fd\u7701\u4e0b\u81f3\u5c11 2-3 \u4e2a\u4eba\u7684\u5de5\u4f5c\u91cf\u3002\u4f01\u4e1a\u7248\u636e\u8bf4\u8fd8\u6709\u79c1\u6709\u5316\u90e8\u7f72\u9009\u9879\uff0c\u9002\u5408\u5bf9\u6570\u636e\u5b89\u5168\u654f\u611f\u7684\u516c\u53f8\u3002<\/p>\n
\u9002\u5408\u4eba\u7fa4\u4e0e\u4e0d\u9002\u5408\u4eba\u7fa4<\/p>\n
\u9002\u5408\u4eba\u7fa4\uff1a\u8d44\u6df1\u5de5\u7a0b\u5e08\uff08\u7528\u6765\u505a\u539f\u578b\u9a8c\u8bc1\u3001\u81ea\u52a8\u5316\u7e41\u7410\u4efb\u52a1\uff09\uff1bfreelancer\uff08\u63a5\u5355\u795e\u5668\uff0c\u4e00\u4e2a\u4eba\u9876\u4e00\u4e2a\u56e2\u961f\uff09\uff1b\u6280\u672f\u8d1f\u8d23\u4eba\uff08\u7528\u6765\u8bc4\u4f30\u9879\u76ee\u53ef\u884c\u6027\u3001\u5feb\u901f\u505a MVP\uff09\u3002<\/p>\n
\u4e0d\u9002\u5408\u4eba\u7fa4\uff1a\u5b8c\u5168\u96f6\u57fa\u7840\u7684\u5c0f\u767d\u3002Devin \u867d\u7136\u81ea\u4e3b\uff0c\u4f46\u4f60\u5f97\u80fd\u6e05\u6670\u5730\u63cf\u8ff0\u9700\u6c42\uff0c\u800c\u4e14\u5b83\u8f93\u51fa\u7684\u4ee3\u7801\u4e0d\u4e00\u5b9a\u5b8c\u7f8e\uff0c\u4f60\u81f3\u5c11\u9700\u8981\u80fd\u770b\u61c2\u3001\u80fd\u6d4b\u8bd5\u3002\u53e6\u5916\uff0c\u5982\u679c\u4f60\u53ea\u662f\u5076\u5c14\u5199\u51e0\u884c Python \u811a\u672c\uff0c500 \u7f8e\u5143\u4e00\u4e2a\u6708\u7eaf\u5c5e\u6d6a\u8d39\u3002<\/p>\n
\u5b58\u8bc1\u4ef7\u503c\u63d0\u793a<\/p>\n
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