\u4e09\u79d2\u949f\u770b\u61c2\uff1a\u5168\u7403\u9996\u4e2a\u5168\u81ea\u4e3bAI\u7a0b\u5e8f\u5458\uff0c\u4ece\u9700\u6c42\u5230\u90e8\u7f72\u5168\u94fe\u8def\u72ec\u7acb\u5b8c\u6210\uff0c\u8ba9\u5f00\u53d1\u56e2\u961f\u5b9e\u73b0\u201c\u65e0\u4eba\u503c\u5b88\u201d\u5f0f\u4ea4\u4ed8\u3002<\/p>\n
\u6df1\u5ea6\u8bc4\u6d4b\u6b63\u6587<\/p>\n
\u5982\u679c\u4f60\u8fd8\u5728\u7528 Copilot \u5199\u8865\u5168\u51fd\u6570\uff0c\u7528 Cursor \u6539\u51e0\u884c\u4ee3\u7801\uff0c\u90a3 Devin AI \u5b8c\u5168\u662f\u4e00\u4e2a\u964d\u7ef4\u6253\u51fb\u7684\u5b58\u5728\u3002\u5b83\u4e0d\u662f\u201c\u8f85\u52a9\u5de5\u5177\u201d\uff0c\u800c\u662f\u201c\u66ff\u4ee3\u5de5\u5177\u201d\u2014\u2014\u4e00\u4e2a\u80fd\u72ec\u7acb\u63a5\u4efb\u52a1\u3001\u5199\u4ee3\u7801\u3001\u8dd1\u6d4b\u8bd5\u3001\u90e8\u7f72\u4e0a\u7ebf\uff0c\u751a\u81f3\u81ea\u5df1\u4fee Bug \u7684 AI \u8f6f\u4ef6\u5de5\u7a0b\u5e08\u3002\u81ea 2024 \u5e74 3 \u6708\u53d1\u5e03\u4ee5\u6765\uff0cDevin \u7684\u6708\u8bbf\u95ee\u91cf\u5df2\u98d9\u5347\u81f3 3M\uff0cGitHub \u4e0a\u76f8\u5173\u8ba8\u8bba\u5e16\u8d85\u8fc7 2.4 \u4e07\uff0c\u53ef\u4ee5\u8bf4\uff0c\u5b83\u91cd\u65b0\u5b9a\u4e49\u4e86\u201c\u7a0b\u5e8f\u5458\u201d\u8fd9\u4e2a\u804c\u4e1a\u7684\u8fb9\u754c\u3002<\/p>\n
\u6838\u5fc3\u529f\u80fd\u4e0e\u6280\u672f\u4eae\u70b9\uff1a\u4ece\u201c\u5199\u4ee3\u7801\u201d\u5230\u201c\u505a\u9879\u76ee\u201d<\/p>\n
Devin AI \u7684\u6838\u5fc3\u7a81\u7834\u5728\u4e8e\u201c\u5168\u81ea\u4e3b\u201d\u3002\u5b83\u4e0d\u662f\u4e00\u4e2a IDE \u63d2\u4ef6\uff0c\u800c\u662f\u4e00\u4e2a\u57fa\u4e8e\u4e91\u7aef\u7684\u73af\u5883\uff0c\u5185\u7f6e\u4e86\u7ec8\u7aef\u3001\u4ee3\u7801\u7f16\u8f91\u5668\u3001\u6d4f\u89c8\u5668\u548c\u8c03\u8bd5\u5668\u3002\u5f53\u4f60\u7ed9\u5b83\u4e00\u4e2a\u4efb\u52a1\uff08\u6bd4\u5982\u201c\u5728 AWS \u4e0a\u90e8\u7f72\u4e00\u4e2a\u5e26\u7528\u6237\u8ba4\u8bc1\u7684 React \u5e94\u7528\u201d\uff09\uff0cDevin \u4f1a\uff1a<\/p>\n
1. \u81ea\u4e3b\u89c4\u5212\uff1a\u5148\u62c6\u89e3\u4efb\u52a1\uff0c\u751f\u6210\u6b65\u9aa4\u6e05\u5355\uff0c\u6bd4\u5982\u201c\u521b\u5efa\u9879\u76ee\u9aa8\u67b6 \u2192 \u914d\u7f6e AWS \u51ed\u8bc1 \u2192 \u7f16\u5199 API \u8def\u7531 \u2192 \u96c6\u6210 Auth0 \u2192 \u90e8\u7f72\u6d4b\u8bd5\u201d\u3002<\/p>\n
2. \u9010\u884c\u7f16\u7801\uff1a\u5b83\u4f7f\u7528\u7c7b\u4f3c GPT-4 \u7684\u5e95\u5c42\u6a21\u578b\uff08\u4f46\u7ecf\u8fc7\u5927\u91cf\u4ee3\u7801\u6570\u636e\u5fae\u8c03\uff09\uff0c\u80fd\u5199\u51fa\u7ed3\u6784\u6e05\u6670\u3001\u5e26\u6ce8\u91ca\u7684\u4ee3\u7801\uff0c\u652f\u6301 Python\u3001JavaScript\u3001TypeScript\u3001Go\u3001Rust \u7b49\u4e3b\u6d41\u8bed\u8a00\u3002<\/p>\n
3. \u5b9e\u65f6\u8c03\u8bd5\uff1a\u5f53\u6d4b\u8bd5\u5931\u8d25\u6216\u7f16\u8bd1\u62a5\u9519\u65f6\uff0cDevin \u4f1a\u81ea\u52a8\u8bfb\u53d6\u9519\u8bef\u65e5\u5fd7\uff0c\u641c\u7d22 Stack Overflow \u6216\u5b98\u65b9\u6587\u6863\uff0c\u7136\u540e\u4fee\u6539\u4ee3\u7801\u91cd\u8bd5\u3002Cognition AI\uff08Devin \u7684\u6bcd\u516c\u53f8\uff09\u516c\u5f00\u6570\u636e\u663e\u793a\uff0c\u5728 SWE-bench\uff08\u8f6f\u4ef6\u5de5\u7a0b\u57fa\u51c6\u6d4b\u8bd5\uff09\u4e0a\uff0cDevin \u7684\u901a\u8fc7\u7387\u9ad8\u8fbe 86.7%\uff0c\u8fdc\u8d85 GPT-4 \u7684 4.8% \u548c Claude 3.5 \u7684 12.5%\u3002<\/p>\n
4. \u90e8\u7f72\u4e0a\u7ebf\uff1a\u6700\u540e\uff0c\u5b83\u4f1a\u81ea\u52a8\u914d\u7f6e Docker \u5bb9\u5668\u3001\u8bbe\u7f6e CI\/CD \u6d41\u6c34\u7ebf\uff0c\u751a\u81f3\u7ed9\u4f60\u4e00\u4e2a\u53ef\u8bbf\u95ee\u7684 URL\u3002<\/p>\n
\u6280\u672f\u5c42\u9762\uff0cDevin \u6700\u5927\u7684\u521b\u65b0\u662f\u201c\u957f\u4e0a\u4e0b\u6587\u8bb0\u5fc6\u201d\u548c\u201c\u5de5\u5177\u8c03\u7528\u5faa\u73af\u201d\u3002\u5b83\u4e0d\u4f1a\u50cf\u666e\u901a\u804a\u5929\u673a\u5668\u4eba\u90a3\u6837\u5fd8\u8bb0\u4e0a\u4e0b\u6587\uff0c\u800c\u662f\u80fd\u5728\u957f\u8fbe\u6570\u5c0f\u65f6\u7684\u5f00\u53d1\u8fc7\u7a0b\u4e2d\uff0c\u8bb0\u4f4f\u6bcf\u4e2a\u6587\u4ef6\u7684\u4fee\u6539\u3001\u6bcf\u4e2a\u4f9d\u8d56\u7684\u7248\u672c\u3002\u540c\u65f6\uff0c\u5b83\u901a\u8fc7\u201c\u601d\u8003-\u884c\u52a8-\u89c2\u5bdf\u201d\u7684\u5faa\u73af\uff0c\u4e0d\u65ad\u9a8c\u8bc1\u81ea\u5df1\u7684\u8f93\u51fa\u662f\u5426\u6b63\u786e\u3002<\/p>\n
\u5178\u578b\u4f7f\u7528\u573a\u666f\uff1a\u4e09\u4e2a\u771f\u5b9e\u6848\u4f8b<\/p>\n
\u573a\u666f\u4e00\uff1a\u521d\u521b\u516c\u53f8 MVP \u5f00\u53d1<\/p>\n
\u4e00\u5bb6 SaaS \u516c\u53f8\u521b\u59cb\u4eba\u9700\u8981\u5feb\u901f\u642d\u5efa\u4e00\u4e2a\u201c\u5ba2\u6237\u7ba1\u7406 CRM\u201d\u539f\u578b\u3002\u4f20\u7edf\u65b9\u5f0f\uff1a\u62db 3 \u4e2a\u5168\u6808\u5f00\u53d1\uff0c\u81f3\u5c11 2 \u5468\u3002\u7528 Devin\uff1a\u8f93\u5165\u201c\u521b\u5efa\u4e00\u4e2a\u5e26\u5ba2\u6237\u5217\u8868\u3001\u641c\u7d22\u3001\u90ae\u4ef6\u53d1\u9001\u529f\u80fd\u7684 React+Node.js \u5e94\u7528\uff0c\u7528 PostgreSQL \u5b58\u50a8\uff0c\u90e8\u7f72\u5230 Vercel\u201d\u3002Devin \u5728 4 \u5c0f\u65f6\u5185\u5b8c\u6210\u4e86 90% \u7684\u529f\u80fd\uff0c\u5305\u62ec\u7528\u6237\u767b\u5f55\u3001\u6570\u636e\u7b5b\u9009\u3001\u90ae\u4ef6\u6a21\u677f\u3002\u521b\u59cb\u4eba\u53ea\u9700\u5728\u6700\u540e\u68c0\u67e5 UI \u7ec6\u8282\u548c\u5b89\u5168\u6027\u3002<\/p>\n
\u573a\u666f\u4e8c\uff1a\u9057\u7559\u4ee3\u7801\u91cd\u6784<\/p>\n
\u67d0\u91d1\u878d\u79d1\u6280\u516c\u53f8\u6709 10 \u5e74\u524d\u7684 Java \u4ee3\u7801\u5e93\uff0c\u9700\u8981\u8fc1\u79fb\u5230 Spring Boot 3\u3002Devin \u88ab\u8d4b\u4e88\u201c\u5206\u6790\u6574\u4e2a repo\uff0c\u8bc6\u522b\u8fc7\u65f6\u7684 API \u8c03\u7528\uff0c\u91cd\u5199\u4e3a\u73b0\u4ee3\u7248\u672c\uff0c\u5e76\u786e\u4fdd\u5355\u5143\u6d4b\u8bd5\u901a\u8fc7\u201d\u3002\u5b83\u82b1\u4e86 6 \u5c0f\u65f6\u5904\u7406\u4e86 200 \u591a\u4e2a\u6587\u4ef6\uff0c\u81ea\u52a8\u4fee\u590d\u4e86 150 \u591a\u4e2a\u7f16\u8bd1\u9519\u8bef\uff0c\u5e76\u751f\u6210\u4e86\u8fc1\u79fb\u62a5\u544a\u3002\u5de5\u7a0b\u5e08\u4eec\u53ea\u7528\u4e86\u4e00\u4e0b\u5348\u6765 code review\u3002<\/p>\n
\u573a\u666f\u4e09\uff1a\u5f00\u6e90\u9879\u76ee\u8d21\u732e<\/p>\n
\u4e00\u4f4d\u5f00\u53d1\u8005\u60f3\u7ed9\u77e5\u540d\u5f00\u6e90\u9879\u76ee\uff08\u5982 Vue.js\uff09\u63d0\u4ea4 PR\uff0c\u4f46\u770b\u4e0d\u61c2\u590d\u6742\u7684\u4ee3\u7801\u7ed3\u6784\u3002\u4ed6\u8ba9 Devin \u201c\u9605\u8bfb Vue 3 \u7684\u54cd\u5e94\u5f0f\u7cfb\u7edf\u6e90\u7801\uff0c\u627e\u5230\u6027\u80fd\u74f6\u9888\uff0c\u5e76\u63d0\u4ea4\u4e00\u4e2a\u4f18\u5316 PR\u201d\u3002Devin \u5206\u6790\u540e\uff0c\u53d1\u73b0\u4e86\u4e00\u4e2a\u91cd\u590d\u7684\u4f9d\u8d56\u6536\u96c6\u903b\u8f91\uff0c\u5199\u4e86\u4e00\u4e2a\u7b80\u6d01\u7684\u4fee\u590d\uff0c\u5e76\u751f\u6210\u4e86\u8be6\u7ec6\u7684 PR \u8bf4\u660e\u3002\u6700\u7ec8\u8be5 PR \u88ab\u7ef4\u62a4\u8005\u63a5\u53d7\u3002<\/p>\n
\u4e0e\u540c\u7c7b\u5de5\u5177\u6a2a\u5411\u5bf9\u6bd4\uff1aCopilot\u3001Cursor vs. Devin<\/p>\n
| \u7ef4\u5ea6 | GitHub Copilot | Cursor | Devin AI |<\/p>\n
|||||<\/p>\n
| \u81ea\u4e3b\u6027 | \u8865\u5168\/\u5efa\u8bae | \u4ee3\u7801\u7f16\u8f91\/\u5bf9\u8bdd | \u5168\u81ea\u4e3b\u9879\u76ee\u5f00\u53d1 |<\/p>\n
| \u4efb\u52a1\u8303\u56f4 | \u5355\u884c\/\u51fd\u6570 | \u5355\u4e2a\u6587\u4ef6\/\u5c0f\u6a21\u5757 | \u591a\u6587\u4ef6\/\u5168\u9879\u76ee\/\u90e8\u7f72 |<\/p>\n
| \u8c03\u8bd5\u80fd\u529b | \u65e0 | \u624b\u52a8\u89e6\u53d1 | \u81ea\u52a8\u4fee\u590d |<\/p>\n
| \u90e8\u7f72\u80fd\u529b | \u65e0 | \u65e0 | \u5168\u81ea\u52a8 |<\/p>\n
| \u5b9a\u4ef7 | $10-39\/\u6708 | $20\/\u6708 | $500\/\u6708\u8d77\uff08\u56e2\u961f\u7248\uff09 |<\/p>\n
Copilot \u548c Cursor \u672c\u8d28\u662f\u201c\u589e\u5f3a\u5de5\u5177\u201d\uff0c\u5b83\u4eec\u8ba9\u4f60\u5199\u5f97\u66f4\u5feb\uff0c\u4f46\u51b3\u7b56\u6743\u5728\u4f60\u3002Devin \u662f\u201c\u66ff\u4ee3\u5de5\u5177\u201d\uff0c\u5b83\u81ea\u5df1\u51b3\u7b56\u3001\u6267\u884c\u3001\u4ea4\u4ed8\u3002\u4e3e\u4e2a\u4f8b\u5b50\uff1a\u8ba9 Copilot \u5199\u4e00\u4e2a\u201c\u7528\u6237\u6ce8\u518c API\u201d\uff0c\u5b83\u53ef\u80fd\u53ea\u7ed9\u51fa\u4ee3\u7801\u7247\u6bb5\uff1b\u8ba9 Devin \u505a\u540c\u6837\u7684\u4e8b\uff0c\u5b83\u4f1a\u521b\u5efa\u6570\u636e\u5e93\u8868\u3001\u5199\u8def\u7531\u3001\u52a0\u9a8c\u8bc1\u3001\u5199\u5355\u5143\u6d4b\u8bd5\u3001\u914d\u7f6e CORS\u3001\u90e8\u7f72\u5230\u670d\u52a1\u5668\u3002\u4e24\u8005\u5b8c\u5168\u4e0d\u662f\u4e00\u4e2a\u91cf\u7ea7\u7684\u4ea7\u54c1\u3002<\/p>\n
\u5b9a\u4ef7\u6027\u4ef7\u6bd4\u5206\u6790<\/p>\n
\u76ee\u524d Devin AI \u91c7\u7528\u9080\u8bf7\u5236+\u4ed8\u8d39\u6a21\u5f0f\uff0c\u57fa\u7840\u56e2\u961f\u7248\u8d77\u4ef7 $500\/\u6708\uff0c\u5305\u542b 1 \u4e2a Devin \u5b9e\u4f8b\u548c 10 \u4e2a\u5e76\u53d1\u4efb\u52a1\u3002\u5bf9\u4e8e\u4e2a\u4eba\u5f00\u53d1\u8005\uff0c\u8fd9\u663e\u7136\u4e0d\u4fbf\u5b9c\u3002\u4f46\u6362\u7b97\u4e00\u4e0b\uff1a\u4e00\u4e2a\u521d\u7ea7\u5de5\u7a0b\u5e08\u6708\u85aa\u81f3\u5c11 $5000\uff0c\u800c Devin \u80fd\u5b8c\u6210 80% \u7684\u521d\u7ea7\u5f00\u53d1\u5de5\u4f5c\uff08CRUD\u3001API \u96c6\u6210\u3001\u90e8\u7f72\u811a\u672c\u7b49\uff09\uff0c\u4e14 7×24 \u5c0f\u65f6\u5de5\u4f5c\u4e0d\u62b1\u6028\u3002\u5bf9\u4e8e 10 \u4eba\u4ee5\u4e0b\u7684\u521d\u521b\u56e2\u961f\uff0c\u82b1 $500 \u4e70 Devin \u76f8\u5f53\u4e8e\u591a\u4e86\u4e00\u4e2a\u201c\u4e0d\u7761\u89c9\u7684\u5b9e\u4e60\u751f\u201d\uff0c\u6027\u4ef7\u6bd4\u6781\u9ad8\u3002<\/p>\n
\u4e0d\u8fc7\uff0c\u5982\u679c\u4f60\u53ea\u662f\u5076\u5c14\u5199\u51e0\u884c\u811a\u672c\uff0c$500 \u7684\u95e8\u69db\u592a\u9ad8\u4e86\u3002\u76ee\u524d OpenAI \u548c Anthropic \u4e5f\u5728\u5f00\u53d1\u7c7b\u4f3c\u4ea7\u54c1\uff0c\u9884\u8ba1 2025 \u5e74\u4f1a\u6709\u66f4\u4fbf\u5b9c\u7684\u7ade\u54c1\u51fa\u73b0\u3002<\/p>\n
\u9002\u5408\u4eba\u7fa4\u4e0e\u4e0d\u9002\u5408\u4eba\u7fa4<\/p>\n
\u9002\u5408\u4eba\u7fa4\uff1a<\/p>\n
– \u521d\u521b\u516c\u53f8 CTO\uff1a\u9700\u8981\u5feb\u901f\u9a8c\u8bc1\u4ea7\u54c1\uff0c\u4f46\u9884\u7b97\u6709\u9650\u3002<\/p>\n
– \u72ec\u7acb\u5f00\u53d1\u8005\uff1a\u60f3\u4e00\u4e2a\u4eba\u5e72\u4e09\u4e2a\u4eba\u7684\u6d3b\u3002<\/p>\n
– \u8d44\u6df1\u5de5\u7a0b\u5e08\uff1a\u60f3\u6446\u8131\u91cd\u590d\u6027 CRUD\uff0c\u4e13\u6ce8\u67b6\u6784\u8bbe\u8ba1\u3002<\/p>\n
\u4e0d\u9002\u5408\u4eba\u7fa4\uff1a<\/p>\n
– \u7f16\u7a0b\u521d\u5b66\u8005\uff1aDevin \u7684\u4ee3\u7801\u6ca1\u6709\u6559\u5b66\u6ce8\u91ca\uff0c\u76f4\u63a5\u770b\u5b83\u5199\u7684\u4ee3\u7801\u5bb9\u6613\u8ff7\u832b\u3002<\/p>\n
– \u5b89\u5168\u654f\u611f\u884c\u4e1a\uff08\u94f6\u884c\u3001\u533b\u7597\uff09\uff1aDevin \u7684\u4ee3\u7801\u53ef\u80fd\u5305\u542b\u672a\u53d1\u73b0\u7684\u6f0f\u6d1e\uff0c\u76ee\u524d\u4e0d\u5177\u5907\u5b89\u5168\u5ba1\u8ba1\u80fd\u529b\u3002<\/p>\n
– \u8ffd\u6c42\u4ee3\u7801\u98ce\u683c\u7684\u5f3a\u8feb\u75c7\uff1aDevin \u7684\u4ee3\u7801\u98ce\u683c\u4e2d\u89c4\u4e2d\u77e9\uff0c\u4f46\u4e0d\u4f1a\u9075\u5faa\u4f60\u56e2\u961f\u7684 ESLint \u89c4\u5219\u3002<\/p>\n
\u901a\u8fc7 AI\u521b\u4f5c\u793e \u5bf9\u8be5\u5de5\u5177\u751f\u6210\u7684\u4f5c\u54c1\u8fdb\u884c\u7248\u6743\u5b58\u8bc1\uff0c\u53ef\u83b7\u5f97\u5b8c\u6574\u7684\u521b\u4f5c\u8fc7\u7a0b\u8bc1\u660e\u94fe\uff0c\u6709\u6548\u4fdd\u62a4\u6570\u5b57\u8d44\u4ea7\u3002<\/p>\n
PM \u6d4b\u8bc4\u7ed3\u8bba<\/p>\n
\u63a8\u8350\u6307\u6570\uff1a\u2605\u2605\u2605\u2605\u2606<\/p>\n
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