{"id":18914,"date":"2025-01-20T16:27:29","date_gmt":"2025-01-20T08:27:29","guid":{"rendered":"https:\/\/www.aisharenet.com\/?p=18914"},"modified":"2025-01-20T16:28:15","modified_gmt":"2025-01-20T08:28:15","slug":"shiyongdevinyigeyue","status":"publish","type":"post","link":"https:\/\/www.kdjingpai.com\/en\/shiyongdevinyigeyue\/","title":{"rendered":"\u4f7f\u7528Devin\u4e00\u4e2a\u6708\u6267\u884c20\u591a\u4e2a\u4efb\u52a1\u540e\uff0c\u5173\u4e8e\u4f7f\u7528Devin\u7684\u601d\u8003"},"content":{"rendered":"

2024 \u5e74 3 \u6708\uff0c\u4e00\u5bb6\u65b0\u7684 AI \u516c\u53f8\u4ee5\u4ee4\u4eba\u77a9\u76ee\u7684\u652f\u6301\u8fdb\u5165\u4eba\u4eec\u7684\u89c6\u91ce\uff1a\u7531 Founders Fund \u9886\u6295\u7684 2100 \u4e07\u7f8e\u5143 A \u8f6e\u878d\u8d44\uff0c\u5e76\u5f97\u5230\u4e86\u5305\u62ec Collison \u5144\u5f1f\u3001Elad Gil \u548c\u5176\u4ed6\u79d1\u6280\u754c\u77e5\u540d\u4eba\u58eb\u5728\u5185\u7684\u884c\u4e1a\u9886\u5bfc\u8005\u7684\u652f\u6301\u3002\u5176\u80cc\u540e\u7684\u56e2\u961f\uff1f\u56fd\u9645\u4fe1\u606f\u5b66\u5965\u6797\u5339\u514b\u7ade\u8d5b\u91d1\u724c\u5f97\u4e3b\u2014\u2014\u4ed6\u4eec\u662f\u90a3\u79cd\u80fd\u591f\u89e3\u51b3\u6211\u4eec\u5927\u591a\u6570\u4eba\u751a\u81f3\u90fd\u65e0\u6cd5\u7406\u89e3\u7684\u7f16\u7a0b\u95ee\u9898\u7684\u4eba\u3002\u4ed6\u4eec\u7684\u4ea7\u54c1\u00a0Devin\uff0c\u627f\u8bfa\u6210\u4e3a\u4e00\u4e2a\u5b8c\u5168\u81ea\u4e3b\u7684\u8f6f\u4ef6\u5de5\u7a0b\u5e08\uff0c\u53ef\u4ee5\u50cf\u4eba\u7c7b\u540c\u4e8b\u4e00\u6837\u4e0e\u4f60\u804a\u5929\uff0c\u80fd\u591f\u5b8c\u6210\u4ece\u5b66\u4e60\u65b0\u6280\u672f\u3001\u8c03\u8bd5\u6210\u719f\u4ee3\u7801\u5e93\u5230\u90e8\u7f72\u5b8c\u6574\u5e94\u7528\u7a0b\u5e8f\uff0c\u751a\u81f3\u8bad\u7ec3 AI \u6a21\u578b\u7684\u6240\u6709\u5de5\u4f5c\u3002<\/p>\n

\u65e9\u671f\u7684\u6f14\u793a\u4ee4\u4eba\u4fe1\u670d\u3002 \u5c55\u793a\u4e86 Devin<\/a> \u5982\u4f55\u72ec\u7acb\u5b8c\u6210 Upwork \u4e0a\u7684\u4e00\u4e2a\u60ac\u8d4f\u4efb\u52a1\uff0c\u5728\u65e0\u4eba\u4e3a\u5e72\u9884\u7684\u60c5\u51b5\u4e0b\u5b89\u88c5\u5e76\u8fd0\u884c\u4e86\u4e00\u4e2a PyTorch \u9879\u76ee\u3002\u8be5\u516c\u53f8\u58f0\u79f0\uff0cDevin \u80fd\u591f\u5728 SWE-bench \u57fa\u51c6\u6d4b\u8bd5\u4e2d\u7aef\u5230\u7aef\u5730\u89e3\u51b3 13.86% \u7684\u771f\u5b9e\u4e16\u754c GitHub \u95ee\u9898\u2014\u2014\u6bd4\u4e4b\u524d\u7684\u7cfb\u7edf\u597d\u7ea6 3 \u500d\u3002\u6700\u521d\u53ea\u6709\u4e00\u5c0f\u90e8\u5206\u7528\u6237\u53ef\u4ee5\u8bbf\u95ee\u5b83\uff0c\u8fd9\u5bfc\u81f4\u4e86\u5173\u4e8e\u5b83\u5c06\u5982\u4f55\u5f7b\u5e95\u6539\u53d8\u8f6f\u4ef6\u5f00\u53d1\u7684\u4ee4\u4eba\u5174\u594b\u7684\u63a8\u6587\u3002<\/p>\n

\u4f5c\u4e3a Answer.AI<\/a> \u56e2\u961f\u4e2d\u7ecf\u5e38\u5c1d\u8bd5 AI \u5f00\u53d1\u5de5\u5177\u7684\u4e00\u5458\uff0c\u6211\u4eec\u89c9\u5f97 Devin \u6709\u4e9b\u4e0e\u4f17\u4e0d\u540c\u3002\u5982\u679c\u5b83\u80fd\u5b9e\u73b0\u5176\u627f\u8bfa\u7684\u4e00\u534a\uff0c\u5b83\u5c31\u80fd\u6539\u53d8\u6211\u4eec\u7684\u5de5\u4f5c\u65b9\u5f0f\u3002\u4f46\u867d\u7136 Twitter \u4e0a\u5145\u6ee1\u4e86\u70ed\u60c5\uff0c\u6211\u4eec\u5374\u627e\u4e0d\u5230\u5f88\u591a\u5173\u4e8e\u4eba\u4eec\u5b9e\u9645\u4f7f\u7528\u5b83\u7684\u8be6\u7ec6\u8bb0\u5f55\u3002\u56e0\u6b64\uff0c\u6211\u4eec\u51b3\u5b9a\u5bf9\u5b83\u8fdb\u884c\u5168\u9762\u6d4b\u8bd5\uff0c\u9488\u5bf9\u5404\u79cd\u771f\u5b9e\u4e16\u754c\u7684\u4efb\u52a1\u8fdb\u884c\u6d4b\u8bd5\u3002\u8fd9\u662f\u6211\u4eec\u7684\u6545\u4e8b\u2014\u2014\u4e00\u4e2a\u5f7b\u5e95\u7684\u3001\u771f\u5b9e\u7684\u5c1d\u8bd5\uff0c\u65e8\u5728\u4e0e 2024 \u5e74\u6700\u53d7\u7092\u4f5c\u7684 AI \u4ea7\u54c1\u4e4b\u4e00\u5408\u4f5c\u3002<\/p>\n

 <\/p>\n

\u4ec0\u4e48\u662f Devin\uff1f<\/h2>\n

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\u901a\u8fc7 Slack \u542f\u52a8 Devin \u6267\u884c\u4efb\u52a1\u7684\u4e00\u79cd\u65b9\u5f0f<\/p><\/div>\n

 <\/p>\n

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 <\/p>\n

\u65e9\u671f\u7684\u6210\u529f<\/h2>\n

\u6211\u4eec\u7684\u7b2c\u4e00\u4e2a\u4efb\u52a1\u5f88\u7b80\u5355\u4f46\u5f88\u771f\u5b9e\uff1a\u5c06\u6570\u636e\u4ece Notion<\/a> \u6570\u636e\u5e93\u63d0\u53d6\u5230 Google Sheets \u4e2d\u3002Devin \u4ee5\u60ca\u4eba\u7684\u80fd\u529b\u89e3\u51b3\u4e86\u8fd9\u4e2a\u95ee\u9898\u3002\u5b83\u5bfc\u822a\u5230 Notion API \u6587\u6863\uff0c\u7406\u89e3\u4e86\u5b83\u9700\u8981\u4ec0\u4e48\uff0c\u5e76\u6307\u5bfc\u6211\u5b8c\u6210\u4e86\u5728 Google Cloud Console \u4e2d\u8bbe\u7f6e\u5fc5\u8981\u51ed\u636e\u7684\u8fc7\u7a0b\u3002\u5b83\u6ca1\u6709\u53ea\u662f\u629b\u51fa API \u6307\u4ee4\uff0c\u800c\u662f\u5f15\u5bfc\u6211\u5b8c\u6210\u4e86\u6bcf\u4e2a\u83dc\u5355\u548c\u6309\u94ae\u7684\u70b9\u51fb\u2014\u2014\u8282\u7701\u4e86\u901a\u5e38\u9700\u8981\u7e41\u7410\u7684\u6587\u6863\u641c\u7d22\u65f6\u95f4\u3002\u6574\u4e2a\u8fc7\u7a0b\u5927\u7ea6\u82b1\u4e86\u4e00\u4e2a\u5c0f\u65f6\uff08\u4f46\u53ea\u6709\u51e0\u5206\u949f\u7684\u4eba\u5de5\u4ea4\u4e92\uff09\u3002\u6700\u540e\uff0cDevin \u5206\u4eab\u4e86\u4e00\u4e2a\u94fe\u63a5\uff0c\u6307\u5411\u4e00\u4e2a\u5305\u542b\u6211\u4eec\u6570\u636e\u7684\u683c\u5f0f\u5b8c\u7f8e\u7684 Google Sheet\u3002<\/p>\n

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 <\/p>\n

\u6269\u5927\u6211\u4eec\u7684\u6d4b\u8bd5<\/h2>\n

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 <\/p>\n

\u6df1\u5165\u4e86\u89e3\u54ea\u91cc\u51fa\u4e86\u95ee\u9898<\/h2>\n

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  1. \u4ece\u5934\u5f00\u59cb\u521b\u5efa\u65b0\u9879\u76ee<\/li>\n
  2. \u6267\u884c\u7814\u7a76\u4efb\u52a1<\/li>\n
  3. \u5206\u6790\u548c\u4fee\u6539\u73b0\u6709\u9879\u76ee<\/li>\n<\/ol>\n

    \u7ed3\u679c\u4ee4\u4eba\u6cae\u4e27\u3002\u5728 20 \u4e2a\u4efb\u52a1\u4e2d\uff0c\u6211\u4eec\u6709 14 \u4e2a\u5931\u8d25\uff0c3 \u4e2a\u6210\u529f\uff08\u5305\u62ec\u6211\u4eec\u6700\u521d\u7684 2 \u4e2a\uff09\uff0c\u4ee5\u53ca 3 \u4e2a\u4e0d\u786e\u5b9a\u7684\u7ed3\u679c\u3002\u66f4\u8bf4\u660e\u95ee\u9898\u7684\u662f\uff0c\u6211\u4eec\u65e0\u6cd5\u8fa8\u522b\u51fa\u4efb\u4f55\u6a21\u5f0f\u6765\u9884\u6d4b\u54ea\u4e9b\u4efb\u52a1\u4f1a\u6210\u529f\u3002\u4e0e\u6211\u4eec\u65e9\u671f\u6210\u529f\u7c7b\u4f3c\u7684 Tasks \u4f1a\u4ee5\u610f\u60f3\u4e0d\u5230\u7684\u65b9\u5f0f\u5931\u8d25\u3002\u6211\u4eec\u5728\u4e0b\u9762\u7684\u00a0\u9644\u5f55\u00a0\u4e2d\u63d0\u4f9b\u4e86\u6709\u5173\u8fd9\u4e9b\u4efb\u52a1\u7684\u66f4\u591a\u8be6\u7ec6\u4fe1\u606f\u3002<\/strong>\u00a0\u4ee5\u4e0b\u662f\u6211\u4eec\u5728\u6b64\u8fc7\u7a0b\u4e2d\u5728\u6bcf\u4e2a\u7c7b\u522b\u4e2d\u7684\u4f53\u9a8c\u603b\u7ed3\uff1a<\/p>\n

    1. \u4ece\u5934\u5f00\u59cb\u521b\u5efa\u65b0\u9879\u76ee<\/h3>\n

    \u8fd9\u4e2a\u7c7b\u522b\u5e94\u8be5\u662f Devin \u7684\u5f3a\u9879\u3002\u6bd5\u7adf\uff0c\u8be5\u516c\u53f8\u7684\u6f14\u793a\u89c6\u9891\u5c55\u793a\u4e86\u5b83\u5982\u4f55\u81ea\u4e3b\u5b8c\u6210 Upwork \u4e0a\u7684\u60ac\u8d4f\u4efb\u52a1\uff0c\u800c\u6211\u4eec\u81ea\u5df1\u65e9\u671f\u7684\u6210\u529f\u8868\u660e\u5b83\u53ef\u4ee5\u5904\u7406\u5168\u65b0\u7684\u5f00\u53d1\u3002\u4f46\u73b0\u5b9e\u8bc1\u660e\u66f4\u52a0\u590d\u6742\u3002<\/p>\n

    \u4ee5\u6211\u4eec\u5c1d\u8bd5\u4e0e\u540d\u4e3a\u00a0Braintrust\u00a0\u7684\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u53ef\u89c2\u5bdf\u6027\u5e73\u53f0\u96c6\u6210\u4e3a\u4f8b\u3002\u4efb\u52a1\u5f88\u660e\u786e\uff1a\u751f\u6210\u5408\u6210\u6570\u636e\u5e76\u4e0a\u4f20\u3002Devin \u6ca1\u6709\u63d0\u4f9b\u91cd\u70b9\u660e\u786e\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u800c\u662f\u751f\u6210\u4e86\u53ea\u80fd\u88ab\u63cf\u8ff0\u4e3a\u4ee3\u7801\u6c64\u7684\u4e1c\u897f\u2014\u2014\u591a\u5c42\u62bd\u8c61\u4f7f\u5f97\u7b80\u5355\u7684\u64cd\u4f5c\u4e0d\u5fc5\u8981\u5730\u590d\u6742\u5316\u3002\u6211\u4eec\u6700\u7ec8\u653e\u5f03\u4e86 Devin \u7684\u5c1d\u8bd5\uff0c\u5e76\u4f7f\u7528 Cursor<\/a> \u9010\u6b65\u6784\u5efa\u96c6\u6210\uff0c\u8fd9\u8bc1\u660e\u6548\u7387\u66f4\u9ad8\u3002\u540c\u6837\uff0c\u5f53\u88ab\u8981\u6c42\u5728\u6211\u4eec\u7684\u4eba\u5de5\u667a\u80fd\u7b14\u8bb0\u8bb0\u5f55\u5668\u548c\u00a0Spiral.computer\u00a0\u4e4b\u95f4\u521b\u5efa\u96c6\u6210\u65f6\uff0cDevin \u751f\u6210\u4e86\u88ab\u4e00\u4f4d\u56e2\u961f\u6210\u5458\u63cf\u8ff0\u4e3a\u201c\u610f\u5927\u5229\u9762\u6761\u5f0f\u7684\u4ee3\u7801\uff0c\u6bd4\u6211\u4ece\u5934\u5f00\u59cb\u7f16\u5199\u7684\u4ee3\u7801\u66f4\u96be\u9605\u8bfb\u201d\u7684\u4e1c\u897f\u3002\u5c3d\u7ba1\u53ef\u4ee5\u8bbf\u95ee\u8fd9\u4e24\u4e2a\u7cfb\u7edf\u7684\u6587\u6863\uff0cDevin \u4f3c\u4e4e\u4f7f\u96c6\u6210\u7684\u6bcf\u4e2a\u65b9\u9762\u90fd\u8fc7\u4e8e\u590d\u6742\u5316\u3002<\/p>\n

    \u4e5f\u8bb8\u6700\u80fd\u8bf4\u660e\u95ee\u9898\u7684\u662f\u6211\u4eec\u5bf9\u7f51\u7edc\u6293\u53d6\u7684\u5c1d\u8bd5\u3002\u6211\u4eec\u8981\u6c42 Devin \u8ddf\u8e2a Google Scholar \u94fe\u63a5\u5e76\u6293\u53d6\u4f5c\u8005\u6700\u8fd1\u7684 25 \u7bc7\u8bba\u6587\u2014\u2014\u5bf9\u4e8e\u50cf\u00a0Playwright\u00a0\u8fd9\u6837\u7684\u5de5\u5177\u6765\u8bf4\uff0c\u8fd9\u662f\u4e00\u4e2a\u7b80\u5355\u7684\u4efb\u52a1\u3002\u8003\u8651\u5230 Devin \u6d4f\u89c8\u7f51\u9875\u548c\u7f16\u5199\u4ee3\u7801\u7684\u80fd\u529b\uff0c\u8fd9\u5e94\u8be5\u7279\u522b\u5bb9\u6613\u5b9e\u73b0\u3002\u4f46\u5b83\u5374\u9677\u5165\u4e86\u5c1d\u8bd5\u89e3\u6790 HTML \u7684\u65e0\u4f11\u6b62\u7684\u5faa\u73af\u4e2d\uff0c\u65e0\u6cd5\u6446\u8131\u81ea\u5df1\u7684\u56f0\u60d1\u3002<\/p>\n

    2. \u7814\u7a76\u4efb\u52a1<\/h3>\n

    \u5982\u679c Devin \u5728\u5177\u4f53\u7684\u7f16\u7801\u4efb\u52a1\u4e2d\u9047\u5230\u4e86\u56f0\u96be\uff0c\u90a3\u4e48\u5b83\u5728\u4ee5\u7814\u7a76\u4e3a\u5bfc\u5411\u7684\u5de5\u4f5c\u4e2d\u53ef\u80fd\u4f1a\u505a\u5f97\u66f4\u597d\u5417\uff1f\u7ed3\u679c\u5145\u5176\u91cf\u662f\u597d\u574f\u53c2\u534a\u3002\u867d\u7136\u5b83\u53ef\u4ee5\u5904\u7406\u57fa\u672c\u7684\u6587\u6863\u67e5\u627e\uff08\u6b63\u5982\u6211\u4eec\u5728\u65e9\u671f\u7684 Notion\/Google Sheets \u96c6\u6210\u4e2d\u6240\u89c1\uff09\uff0c\u4f46\u66f4\u590d\u6742\u7684\u7814\u7a76\u4efb\u52a1\u8bc1\u660e\u5177\u6709\u6311\u6218\u6027\u3002<\/p>\n

    \u5f53\u6211\u4eec\u8981\u6c42 Devin \u7814\u7a76\u5177\u6709\u7cbe\u786e\u65f6\u95f4\u6233\u7684\u8f6c\u5f55\u6458\u8981\u65f6\uff08\u8fd9\u662f\u6211\u4eec\u9762\u4e34\u7684\u4e00\u4e2a\u5177\u4f53\u6280\u672f\u6311\u6218\uff09\uff0c\u5b83\u53ea\u662f\u91cd\u590d\u4e86\u8868\u9762\u76f8\u5173\u7684\u6280\u672f\u4fe1\u606f\uff0c\u800c\u4e0d\u662f\u89e3\u51b3\u6838\u5fc3\u95ee\u9898\u3002\u5b83\u6ca1\u6709\u63a2\u7d22\u6f5c\u5728\u7684\u89e3\u51b3\u65b9\u6848\u6216\u786e\u5b9a\u5173\u952e\u7684\u6280\u672f\u6311\u6218\uff0c\u800c\u662f\u63d0\u4f9b\u4e86\u6ca1\u6709\u89e3\u51b3\u6839\u672c\u95ee\u9898\u7684\u901a\u7528\u4ee3\u7801\u793a\u4f8b\u3002\u5373\u4f7f Devin \u4f3c\u4e4e\u53d6\u5f97\u4e86\u8fdb\u5c55\uff0c\u7ed3\u679c\u901a\u5e38\u4e5f\u5e76\u975e\u8868\u9762\u770b\u8d77\u6765\u7684\u90a3\u6837\u3002\u4f8b\u5982\uff0c\u5f53\u8981\u6c42\u521b\u5efa\u4e00\u4e2a\u6700\u5c0f\u7684\u00a0DaisyUI\u00a0\u4e3b\u9898\u4f5c\u4e3a\u793a\u4f8b\u65f6\uff0c\u5b83\u751f\u6210\u4e86\u4e00\u4e2a\u770b\u8d77\u6765\u53ef\u884c\u7684\u89e3\u51b3\u65b9\u6848\u3002\u7136\u800c\uff0c\u7ecf\u8fc7\u4ed4\u7ec6\u68c0\u67e5\uff0c\u6211\u4eec\u53d1\u73b0\u8be5\u4e3b\u9898\u5b9e\u9645\u4e0a\u6ca1\u6709\u4efb\u4f55\u4f5c\u7528\u2014\u2014\u6211\u4eec\u770b\u5230\u7684\u989c\u8272\u6765\u81ea\u9ed8\u8ba4\u4e3b\u9898\uff0c\u800c\u4e0d\u662f\u6211\u4eec\u7684\u81ea\u5b9a\u4e49\u3002<\/p>\n

    3. \u5206\u6790\u548c\u4fee\u6539\u73b0\u6709\u4ee3\u7801<\/h3>\n

    \u4e5f\u8bb8 Devin \u6700\u4ee4\u4eba\u62c5\u5fe7\u7684\u5931\u8d25\u53d1\u751f\u5728\u5904\u7406\u73b0\u6709\u4ee3\u7801\u5e93\u65f6\u3002\u8fd9\u4e9b\u4efb\u52a1\u9700\u8981\u7406\u89e3\u4e0a\u4e0b\u6587\u5e76\u4fdd\u6301\u4e0e\u65e2\u5b9a\u6a21\u5f0f\u7684\u4e00\u81f4\u6027\u2014\u2014\u8fd9\u4e9b\u6280\u80fd\u5e94\u8be5\u662f\u4e00\u4e2a AI \u8f6f\u4ef6\u5de5\u7a0b\u5e08\u80fd\u529b\u7684\u6838\u5fc3\u3002<\/p>\n

    \u6211\u4eec\u8ba9 Devin \u5904\u7406\u00a0nbdev\u00a0\u9879\u76ee\u7684\u5c1d\u8bd5\u5c24\u5176\u5177\u6709\u542f\u53d1\u6027\u3002\u5f53\u88ab\u8981\u6c42\u5c06 Python \u9879\u76ee\u8fc1\u79fb\u5230 nbdev \u65f6\uff0cDevin \u5373\u4f7f\u5728\u6211\u4eec\u5411\u5176\u63d0\u4f9b\u5168\u9762\u7684\u6587\u6863\u7684\u60c5\u51b5\u4e0b\u4e5f\u65e0\u6cd5\u638c\u63e1\u57fa\u672c\u7684 nbdev \u8bbe\u7f6e\u3002\u66f4\u4ee4\u4eba\u8d39\u89e3\u7684\u662f\u5b83\u5904\u7406\u7b14\u8bb0\u672c\u7684\u65b9\u5f0f\u2014\u2014\u5b83\u6ca1\u6709\u76f4\u63a5\u7f16\u8f91\u7b14\u8bb0\u672c\uff0c\u800c\u662f\u521b\u5efa Python \u811a\u672c\u6765\u4fee\u6539\u5b83\u4eec\uff0c\u4ece\u800c\u4e3a\u7b80\u5355\u7684\u4efb\u52a1\u589e\u52a0\u4e86\u4e0d\u5fc5\u8981\u7684\u590d\u6742\u6027\u3002\u867d\u7136\u5b83\u5076\u5c14\u4f1a\u63d0\u4f9b\u6709\u7528\u7684\u6ce8\u91ca\u6216\u60f3\u6cd5\uff0c\u4f46\u5b83\u751f\u6210\u7684\u5b9e\u9645\u4ee3\u7801\u59cb\u7ec8\u5b58\u5728\u95ee\u9898\u3002<\/p>\n

    \u5b89\u5168\u5ba1\u67e5\u4e5f\u663e\u793a\u4e86\u7c7b\u4f3c\u7684\u95ee\u9898\u3002\u5f53\u6211\u4eec\u8981\u6c42 Devin \u8bc4\u4f30\u4e00\u4e2a GitHub \u5b58\u50a8\u5e93\uff08\u5c11\u4e8e 700 \u884c\u4ee3\u7801\uff09\u662f\u5426\u5b58\u5728\u5b89\u5168\u6f0f\u6d1e\u65f6\uff0c\u5b83\u77eb\u6789\u8fc7\u6b63\uff0c\u6807\u8bb0\u4e86\u8bb8\u591a\u8bef\u62a5\uff0c\u5e76\u865a\u6784\u4e86\u4e0d\u5b58\u5728\u7684\u95ee\u9898\u3002\u8fd9\u79cd\u5206\u6790\u53ef\u80fd\u6700\u597d\u7531\u4e00\u4e2a\u6709\u9488\u5bf9\u6027\u7684\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u8c03\u7528\u6765\u5904\u7406\uff0c\u800c\u4e0d\u662f Devin \u66f4\u590d\u6742\u7684\u65b9\u6cd5\u3002<\/p>\n

    \u8fd9\u79cd\u6a21\u5f0f\u5728\u8c03\u8bd5\u4efb\u52a1\u4e2d\u7ee7\u7eed\u5b58\u5728\u3002\u5f53\u8c03\u67e5\u4e3a\u4ec0\u4e48 SSH \u5bc6\u94a5\u8f6c\u53d1\u5728\u8bbe\u7f6e\u811a\u672c\u4e2d\u4e0d\u8d77\u4f5c\u7528\u65f6\uff0cDevin \u5c06\u6ce8\u610f\u529b\u96c6\u4e2d\u5728\u811a\u672c\u672c\u8eab\u4e0a\uff0c\u4ece\u672a\u8003\u8651\u8fc7\u95ee\u9898\u53ef\u80fd\u51fa\u5728\u5176\u4ed6\u5730\u65b9\u3002\u8fd9\u79cd\u7ba1\u7aa5\u6548\u5e94\u610f\u5473\u7740\u5b83\u65e0\u6cd5\u5e2e\u52a9\u6211\u4eec\u53d1\u73b0\u5b9e\u9645\u7684\u6839\u672c\u539f\u56e0\u3002\u540c\u6837\uff0c\u5f53\u88ab\u8981\u6c42\u5728\u7528\u6237\u8f93\u5165\u548c\u6570\u636e\u5e93\u503c\u4e4b\u95f4\u6dfb\u52a0\u51b2\u7a81\u68c0\u67e5\u65f6\uff0c\u4e00\u4f4d\u56e2\u961f\u6210\u5458\u82b1\u4e86\u51e0\u4e2a\u5c0f\u65f6\u7814\u7a76 Devin \u7684\u5c1d\u8bd5\uff0c\u7136\u540e\u653e\u5f03\u5e76\u5728\u5927\u7ea6 90 \u5206\u949f\u5185\u81ea\u5df1\u7f16\u5199\u4e86\u8be5\u529f\u80fd\u3002<\/p>\n

     <\/p>\n

    \u4f5c\u4e3a\u56e2\u961f\u7684\u53cd\u601d<\/h2>\n

    \u7ecf\u8fc7\u4e00\u4e2a\u6708\u7684\u5bc6\u96c6\u6d4b\u8bd5\uff0c\u6211\u4eec\u7684\u56e2\u961f\u805a\u5728\u4e00\u8d77\u7406\u6e05\u6211\u4eec\u7684\u7ecf\u9a8c\u3002\u8fd9\u4e9b\u5f15\u8a00\u6700\u80fd\u8868\u8fbe\u6211\u4eec\u7684\u611f\u53d7\uff1a<\/p>\n

    \u5b83\u80fd\u5b8c\u6210\u7684\u4efb\u52a1\u90fd\u662f\u5982\u6b64\u4e4b\u5c0f\u4e14\u5b9a\u4e49\u660e\u786e\uff0c\u4ee5\u81f3\u4e8e\u6211\u6700\u597d\u66f4\u5feb\u5730\u7528\u81ea\u5df1\u7684\u65b9\u5f0f\u6765\u5b8c\u6210\u3002\u6211\u8ba4\u4e3a\u5b83\u5f88\u53ef\u80fd\u4f1a\u5728\u66f4\u5927\u7684\u3001\u6211\u53ef\u80fd\u4f1a\u770b\u5230\u8282\u7701\u65f6\u95f4\u7684\u4efb\u52a1\u4e2d\u5931\u8d25\u3002\u56e0\u6b64\uff0c\u6ca1\u6709\u6211\u771f\u6b63\u60f3\u4f7f\u7528\u5b83\u7684\u5b9e\u9645\u7528\u4f8b\u3002– Johno Whitaker<\/em><\/p>\n

    \u6211\u6700\u521d\u611f\u5230\u975e\u5e38\u5174\u594b\uff0c\u56e0\u4e3a\u5b83\u5f88\u63a5\u8fd1\uff0c\u6211\u89c9\u5f97\u6211\u53ef\u4ee5\u8c03\u6574\u4e00\u4e9b\u4e1c\u897f\u3002\u7136\u540e\uff0c\u968f\u7740\u6211\u5fc5\u987b\u66f4\u6539\u8d8a\u6765\u8d8a\u591a\u7684\u5185\u5bb9\uff0c\u6700\u7ec8\u8fbe\u5230\u6211\u6700\u597d\u4ece\u5934\u5f00\u59cb\u9010\u6b65\u5b8c\u6210\u7684\u7a0b\u5ea6\uff0c\u6211\u6162\u6162\u611f\u5230\u6cae\u4e27\u3002– Isaac Flath<\/em><\/p>\n

    Devin \u5f88\u96be\u4f7f\u7528 AnswerAI \u7684\u5185\u90e8\u5de5\u5177\uff0c\u9664\u4e86\u5176\u4ed6\u95ee\u9898\u4e4b\u5916\uff0c\u8fd9\u4f7f\u5f97\u5b83\u96be\u4ee5\u4f7f\u7528\u3002\u5c3d\u7ba1\u6211\u4eec\u5411 Devin \u63d0\u4f9b\u4e86\u5927\u91cf\u7684\u6587\u6863\u548c\u793a\u4f8b\uff0c\u4f46\u8fd9\u4ecd\u7136\u662f\u4e2a\u95ee\u9898\u3002\u6211\u53d1\u73b0\u50cf Cursor \u8fd9\u6837\u7684\u5de5\u5177\u4e0d\u5b58\u5728\u8fd9\u4e2a\u95ee\u9898\uff0c\u5728\u8fd9\u4e9b\u5de5\u5177\u4e2d\uff0c\u6709\u66f4\u591a\u673a\u4f1a\u4ee5\u66f4\u6e10\u8fdb\u7684\u65b9\u5f0f\u5c06\u4e8b\u60c5\u5f15\u5bfc\u5230\u6b63\u786e\u7684\u65b9\u5411\u3002– Hamel Husain<\/em><\/p>\n

    \u4e0e Devin \u76f8\u6bd4\uff0c\u6211\u4eec\u53d1\u73b0\u5f00\u53d1\u4eba\u5458\u9a71\u52a8\u66f4\u591a\u7684\u6d41\u7a0b\uff08\u5982 Cursor\uff09\u907f\u514d\u4e86\u6211\u4eec\u5728 Devin \u4e2d\u9047\u5230\u7684\u5927\u591a\u6570\u95ee\u9898\u3002<\/p>\n

    \u7ed3\u8bba<\/h2>\n

    \u4e0e Devin \u7684\u5408\u4f5c\u5c55\u793a\u4e86\u81ea\u4e3b AI \u5f00\u53d1\u7684\u613f\u666f\u3002\u7528\u6237\u4f53\u9a8c\u5f88\u51fa\u8272\u2014\u2014\u901a\u8fc7 Slack \u804a\u5929\uff0c\u89c2\u770b\u5b83\u5f02\u6b65\u5de5\u4f5c\uff0c\u770b\u5230\u5b83\u8bbe\u7f6e\u73af\u5883\u548c\u5904\u7406\u4f9d\u8d56\u9879\u3002\u5f53\u5b83\u5de5\u4f5c\u65f6\uff0c\u5b83\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\u3002<\/p>\n

    \u4f46\u95ee\u9898\u5c31\u5728\u4e8e\u2014\u2014\u5b83\u5f88\u5c11\u5de5\u4f5c\u3002<\/strong>\u00a0\u5728\u6211\u4eec\u5c1d\u8bd5\u7684 20 \u4e2a\u4efb\u52a1\u4e2d\uff0c\u6211\u4eec\u770b\u5230 14 \u4e2a\u5931\u8d25\uff0c3 \u4e2a\u4e0d\u786e\u5b9a\u7684\u7ed3\u679c\uff0c\u4ee5\u53ca\u4ec5\u4ec5 3 \u4e2a\u6210\u529f\u3002\u66f4\u4ee4\u4eba\u62c5\u5fe7\u7684\u662f\u6211\u4eec\u65e0\u6cd5\u9884\u6d4b\u54ea\u4e9b\u4efb\u52a1\u4f1a\u6210\u529f\u3002\u5373\u4f7f\u662f\u4e0e\u6211\u4eec\u65e9\u671f\u6210\u529f\u7c7b\u4f3c\u7684 Tasks \u4e5f\u4f1a\u4ee5\u590d\u6742\u4e14\u8017\u65f6\u7684\u65b9\u5f0f\u5931\u8d25\u3002\u770b\u4f3c\u6709\u5e0c\u671b\u7684\u81ea\u4e3b\u6027\u53d8\u6210\u4e86\u4e00\u79cd\u8d1f\u62c5\u2014\u2014Devin \u4f1a\u82b1\u8d39\u6570\u5929\u65f6\u95f4\u8ffd\u6c42\u4e0d\u53ef\u80fd\u7684\u89e3\u51b3\u65b9\u6848\uff0c\u800c\u4e0d\u662f\u8bc6\u522b\u6839\u672c\u7684\u969c\u788d\u3002<\/p>\n

    \u8fd9\u53cd\u6620\u4e86\u6211\u4eec\u5728 AI \u5de5\u5177\u4e2d\u53cd\u590d\u89c2\u5bdf\u5230\u7684\u6a21\u5f0f\u3002\u793e\u4ea4\u5a92\u4f53\u7684\u5174\u594b\u548c\u516c\u53f8\u4f30\u503c\u4e0e\u73b0\u5b9e\u4e16\u754c\u7684\u5b9e\u7528\u6027\u51e0\u4e4e\u6ca1\u6709\u5173\u7cfb\u3002\u6211\u4eec\u53d1\u73b0\u6700\u53ef\u9760\u7684\u4fe1\u53f7\u6765\u81ea\u7528\u6237\u4ea4\u4ed8\u4ea7\u54c1\u548c\u670d\u52a1\u7684\u8be6\u7ec6\u6545\u4e8b\u3002\u76ee\u524d\uff0c\u6211\u4eec\u575a\u6301\u4f7f\u7528\u8ba9\u6211\u4eec\u5728\u63d0\u4f9b AI \u8f85\u52a9\u7684\u540c\u65f6\u9a71\u52a8\u5f00\u53d1\u8fc7\u7a0b\u7684\u5de5\u5177\u3002<\/p>\n

     <\/p>\n

    \u9644\u5f55\uff1aDevin \u5c1d\u8bd5\u7684\u4efb\u52a1<\/h2>\n

    \u4e0b\u8868\u5217\u51fa\u4e86\u6211\u4eec\u7ed9 Devin \u7684\u9879\u76ee\uff0c\u6309\u4ee5\u4e0b\u4e3b\u9898\u5206\u7c7b\uff1a(1) \u521b\u5efa\u65b0\u9879\u76ee\uff0c(2) \u7814\u7a76\uff0c(3) \u5206\u6790\u73b0\u6709\u4ee3\u7801\u5e93\uff0c(4) \u4fee\u6539\u4ee3\u7801\u5e93\u3002<\/p>\n

    1. \u521b\u5efa\u65b0\u9879\u76ee<\/h3>\n\n\n\n\n\n\n\n\n\n\n\n\n\n\n
    \u9879\u76ee\u540d\u79f0<\/th>\n\u72b6\u6001<\/th>\n\u63cf\u8ff0<\/th>\n\u53cd\u601d<\/th>\n<\/tr>\n<\/thead>\n
    <\/td>\n<\/td>\n<\/td>\n<\/td>\n<\/tr>\n
    \u884c\u661f\u8ffd\u8e2a\u5668<\/td>\n\u6210\u529f<\/td>\n\u6211\u60f3\u63ed\u7a7f\u4e00\u4e9b\u5173\u4e8e\u6728\u661f\u548c\u571f\u661f\u5386\u53f2\u4f4d\u7f6e\u7684\u8bf4\u6cd5<\/td>\nDevin \u505a\u5f97\u5f88\u68d2\u3002\u6211\u5b9e\u9645\u4e0a\u662f\u901a\u8fc7\u624b\u673a\u4e0a\u7684 Slack \u4e0e Devin \u4ea4\u8c08\uff0c\u7136\u540e\u5b83\u5c31\u5b8c\u6210\u4e86\u3002<\/td>\n<\/tr>\n
    <\/td>\n<\/td>\n<\/td>\n<\/td>\n<\/tr>\n
    \u5c06\u6570\u636e\u4ece Notion \u8fc1\u79fb\u5230 Google Sheets<\/td>\n\u6210\u529f<\/td>\n\u6211\u544a\u8bc9 Devin \u4ee5\u7f16\u7a0b\u65b9\u5f0f\u5c06\u4fe1\u606f\u4ece Notion \u6587\u6863\u63d0\u53d6\u5230 Google Sheet \u4e2d\u3002\u8fd9\u662f\u6211\u4f7f\u7528 Devin \u6267\u884c\u7684\u7b2c\u4e00\u4e2a\u9879\u76ee\uff0c\u5b83\u505a\u5f97\u5f88\u597d\u3002Devin \u81ea\u5df1\u9605\u8bfb\u4e86 Notion \u548c Google API \u6587\u6863\u3002Devin \u8fd8\u5f15\u5bfc\u6211\u8fdb\u5165 Google Cloud \u63a7\u5236\u53f0\uff0c\u5e76\u4e3a\u6211\u63d0\u4f9b\u4e86\u6709\u5173\u8981\u70b9\u51fb\u7684\u6240\u6709\u4e0d\u540c\u83dc\u5355\u7684\u8bf4\u660e\uff0c\u8fd9\u672c\u6765\u4f1a\u82b1\u6211\u76f8\u5f53\u591a\u7684\u65f6\u95f4\uff01\u6700\u540e\uff0c\u6211\u5f97\u5230\u4e86\u4e00\u4e2a\u6267\u884c\u8be5\u4efb\u52a1\u7684\u5408\u7406 Python \u811a\u672c\u3002<\/td>\n\u8fd9\u662f\u6211\u4e0e Devin \u7684\u7b2c\u4e00\u6b21\u4e92\u52a8\uff0c\u5b83\u5b8c\u5168\u6309\u7167\u6211\u60f3\u8981\u7684\u65b9\u5f0f\u6267\u884c\u4e86\uff0c\u8fd9\u5bf9\u6211\u6765\u8bf4\u662f\u4e00\u79cd\u5168\u65b0\u7684\u4f53\u9a8c\u3002\u6b64\u65f6\uff0c\u6211\u5bf9 Devin \u975e\u5e38\u5174\u594b\u3002<\/td>\n<\/tr>\n
    \u5728 Railway \u4e0a\u8fdb\u884c\u591a\u5e94\u7528\u90e8\u7f72<\/td>\n\u4e0d\u786e\u5b9a<\/td>\n\u6211\u8981\u6c42 Devin \u5c06\u591a\u4e2a\u5e94\u7528\u7a0b\u5e8f\u90e8\u7f72\u5230\u5355\u4e2a Railway \u90e8\u7f72\u4e2d\uff0c\u4ee5\u4fbf\u6211\u53ef\u4ee5\u8ba9\u4e0d\u540c\u7684\u5e94\u7528\u7a0b\u5e8f\u5171\u4eab\u540c\u4e00\u4e2a\u672c\u5730\u6570\u636e\u5e93\u8fdb\u884c\u6d4b\u8bd5\u3002<\/td>\n\u4e8b\u5b9e\u8bc1\u660e\uff0c\u8fd9\u4e2a\u4efb\u52a1\u5b9a\u4e49\u4e0d\u660e\u786e\uff0c\u56e0\u4e3a\u5982\u679c\u6211\u7406\u89e3\u6b63\u786e\u7684\u8bdd\uff0c\u5b9e\u9645\u4e0a\u4e0d\u53ef\u80fd\u505a\u5230\u8fd9\u4e00\u70b9\u3002\u7136\u800c\uff0cDevin \u8fd8\u662f\u7ee7\u7eed\u524d\u8fdb\uff0c\u8bd5\u56fe\u505a\u5230\u8fd9\u4e00\u70b9\uff0c\u5e76\u865a\u6784\u4e86\u4e00\u4e9b\u5173\u4e8e\u5982\u4f55\u4e0e Railway \u4ea4\u4e92\u7684\u5185\u5bb9\u3002<\/td>\n<\/tr>\n
    \u751f\u6210\u5408\u6210\u6570\u636e\u5e76\u5c06\u5176\u4e0a\u4f20\u5230 Braintrust<\/td>\n\u5931\u8d25<\/td>\n\u6211\u8981\u6c42 Devin \u4e3a\u6211\u60f3\u6d4b\u8bd5\u7684\u540d\u4e3a Braintrust \u7684\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u53ef\u89c2\u5bdf\u6027\u5e73\u53f0\u521b\u5efa\u5408\u6210\u6570\u636e\u3002<\/td>\nDevin \u521b\u5efa\u4e86\u8fc7\u4e8e\u590d\u6742\u7684\u4ee3\u7801\uff0c\u96be\u4ee5\u7406\u89e3\uff0c\u5e76\u4e14\u5728\u5c1d\u8bd5\u4fee\u590d\u9519\u8bef\u65f6\u9677\u5165\u56f0\u5883\u3002\u6211\u4eec\u6700\u7ec8\u4f7f\u7528 Cursor \u9010\u6b65\u8fed\u4ee3\u5730\u5b8c\u6210\u4e86\u8fd9\u4e00\u6b65\u3002<\/td>\n<\/tr>\n
    \u5728\u4e24\u4e2a\u5e94\u7528\u7a0b\u5e8f\u4e4b\u95f4\u521b\u5efa\u96c6\u6210<\/td>\n\u5931\u8d25<\/td>\n\u6211\u8981\u6c42 Devin \u5728\u6211\u7684 AI \u7b14\u8bb0\u8bb0\u5f55\u5668 Circleback \u548c Spiral.computer \u4e4b\u95f4\u521b\u5efa\u96c6\u6210\uff0c\u5e76\u63d0\u4f9b\u6bcf\u4e2a\u6587\u6863\u7684\u6307\u9488\u3002<\/td>\n\u6211\u5f97\u5230\u4e86\u975e\u5e38\u7cdf\u7cd5\u7684\u610f\u5927\u5229\u9762\u6761\u5f0f\u4ee3\u7801\uff0c\u6bd4\u6211\u5c1d\u8bd5\u4ece\u5934\u5f00\u59cb\u7f16\u5199\u7684\u4ee3\u7801\u66f4\u96be\u9605\u8bfb\u3002\u6240\u4ee5\u6211\u51b3\u5b9a\u4e0d\u518d\u82b1\u66f4\u591a\u65f6\u95f4\u4f7f\u7528 Devin \u6765\u5b8c\u6210\u8fd9\u4e2a\u7279\u5b9a\u4efb\u52a1\u3002<\/td>\n<\/tr>\n
    \u901a\u8fc7\u8ddf\u8e2a Google Scholar \u94fe\u63a5\u8fdb\u884c\u7f51\u7edc\u6293\u53d6\u8bba\u6587<\/td>\n\u5931\u8d25<\/td>\n\u6211\u8981\u6c42 Devin \u4f7f\u7528 playwright \u4ee5\u7f16\u7a0b\u65b9\u5f0f\u6293\u53d6 Google Scholar \u4e0a\u4f5c\u8005\u7684\u6700\u8fd1 25 \u7bc7\u8bba\u6587\uff0c\u5982\u679c\u9047\u5230\u4ed8\u8d39\u5899\uff0c\u53ef\u4ee5\u8df3\u8fc7\u8be5\u7279\u5b9a\u6587\u6863\u3002<\/td>\nDevin \u9677\u5165\u4e86\u4e00\u4e2a\u5c1d\u8bd5\u89e3\u6790 HTML \u7684\u5154\u5b50\u6d1e\uff0c\u5b83\u4f3c\u4e4e\u65e0\u6cd5\u6446\u8131\u3002\u5b83\u9677\u5165\u56f0\u5883\u5e76\u8fdb\u5165\u4f11\u7720\u72b6\u6001\u3002<\/td>\n<\/tr>\n
    \u521b\u5efa\u6700\u5c0f\u7684 HTMX \u6279\u91cf\u4e0a\u4f20\u793a\u4f8b\u5e94\u7528\u7a0b\u5e8f<\/td>\n\u5931\u8d25<\/td>\n\u6211\u8981\u6c42 Devin \u9605\u8bfb HTMX \u6587\u6863\u9875\u9762\u4e0a\u7684\u6279\u91cf\u7f16\u8f91\u793a\u4f8b\uff0c\u5e76\u4f7f\u7528\u8be5\u793a\u4f8b\u548c\u4f2a\u670d\u52a1\u5668\u4ee3\u7801\uff0c\u4e3a FastHTML Gallery \u521b\u5efa\u4e00\u4e2a\u6700\u5c0f\u7684 FastHTML \u7248\u672c\u7684\u793a\u4f8b\u3002<\/td>\n\u8be5\u793a\u4f8b\u4e0d\u8d77\u4f5c\u7528\uff0c\u800c\u4e14\u4e0d\u662f\u6700\u5c0f\u7684\u3002Devin \u4f7f\u7528\u4e86\u8bf7\u6c42\u5bf9\u8c61\u4e2d\u4e0d\u5b58\u5728\u7684\u5bf9\u8c61\uff0c\u5e76\u6dfb\u52a0\u4e86\u8bb8\u591a\u4e0d\u5fc5\u8981\u7684\u4e1c\u897f\uff0c\u5982 toasts\uff08\u4e5f\u65e0\u6cd5\u5de5\u4f5c\uff09\u548c\u5185\u8054 css \u6837\u5f0f\u3002<\/td>\n<\/tr>\n
    \u521b\u5efa\u4e0e FrankenUI \u4e3b\u9898\u5339\u914d\u7684 DaisyUI \u4e3b\u9898<\/td>\n\u5931\u8d25<\/td>\n\u6211\u8981\u6c42 Devin \u521b\u5efa DaisyUI \u548c highlight.js \u4e3b\u9898\uff0c\u4ee5\u4fbf\u5b83\u4eec\u4e0e frankenui \u4e3b\u9898\u5339\u914d\uff0c\u5e76\u4e14\u53ef\u4ee5\u5728\u540c\u4e00\u4e2a\u5e94\u7528\u7a0b\u5e8f\u4e2d\u65e0\u7f1d\u4f7f\u7528<\/td>\nDevin \u5c06 daisyUI \u9884\u5148\u5b58\u5728\u7684\u4e3b\u9898\u6620\u5c04\u5230 frankenui \u4e3b\u9898\uff0c\u4f46\u5728\u8bb8\u591a\u60c5\u51b5\u4e0b\u5b83\u4eec\u5339\u914d\u5f97\u4e0d\u597d\u3002\u5b83\u8fd8\u8fdb\u884c\u4e86\u5927\u91cf\u7684\u4ee3\u7801\u66f4\u6539\uff0c\u6211\u65e0\u6cd5\u7406\u89e3\uff0c\u6700\u7ec8\u6211\u6ca1\u6709\u4f7f\u7528\u4efb\u4f55\u4ee3\u7801\uff0c\u56e0\u4e3a\u6211\u592a\u56f0\u60d1\u4e86\uff0c\u4e0d\u77e5\u9053\u8be5\u5982\u4f55\u5904\u7406\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    2. \u6267\u884c\u7814\u7a76<\/h3>\n\n\n\n\n\n\n\n\n\n
    \u9879\u76ee\u540d\u79f0<\/th>\n\u72b6\u6001<\/th>\n\u63cf\u8ff0<\/th>\n\u53cd\u601d<\/th>\n<\/tr>\n<\/thead>\n
    <\/td>\n<\/td>\n<\/td>\n<\/td>\n<\/tr>\n
    \u7814\u7a76\u5982\u4f55\u5236\u4f5c\u4e00\u4e2a Discord \u673a\u5668\u4eba<\/td>\n\u6210\u529f<\/td>\n\u6211\u8981\u6c42 Devin \u7814\u7a76\u5982\u4f55\u4f7f\u7528 Python \u6784\u5efa\u4e00\u4e2a Discord \u673a\u5668\u4eba\uff0c\u8be5\u673a\u5668\u4eba\u53ef\u4ee5\u603b\u7ed3\u6bcf\u5929\u7684\u6d88\u606f\u5e76\u53d1\u9001\u7535\u5b50\u90ae\u4ef6\u3002\u6211\u8fd8\u544a\u8bc9\u5b83\u5c3d\u53ef\u80fd\u4f7f\u7528 Claudette \u6765\u5b8c\u6210\u6b64\u64cd\u4f5c\u3002\u6700\u540e\uff0c\u6211\u544a\u8bc9\u5b83\u5c06\u5176\u53d1\u73b0\u5199\u5728\u7b14\u8bb0\u672c\u4e2d\uff0c\u5e76\u9644\u4e0a\u4e00\u4e9b\u53ef\u4ee5\u7528\u6765\u6d4b\u8bd5\u7684\u5c0f\u4ee3\u7801\u7247\u6bb5\u3002<\/td>\nDevin \u4ee5 markdown \u6587\u4ef6\u7684\u5f62\u5f0f\u751f\u6210\u7814\u7a76\u7b14\u8bb0\uff0c\u4f5c\u4e3a\u521b\u5efa\u7b14\u8bb0\u672c\u7684\u4e2d\u95f4\u6b65\u9aa4\uff0c\u6211\u5e76\u6ca1\u6709\u8981\u6c42\u5b83\u8fd9\u6837\u505a\u3002\u7136\u800c\uff0c\u770b\u5230\u4e00\u4e2a\u5173\u4e8e\u5982\u4f55\u5b9e\u73b0\u7684\u5206\u6b65\u8ba1\u5212\u662f\u975e\u5e38\u6709\u7528\u7684\u3002\u5b83\u5728\u7b14\u8bb0\u672c\u4e2d\u63d0\u4f9b\u7684\u4ee3\u7801\u4e0d\u662f 100% \u6b63\u786e\uff0c\u4f46\u4f5c\u4e3a\u4f2a\u4ee3\u7801\uff0c\u5b83\u53ef\u4ee5\u5e2e\u52a9\u6211\u4e86\u89e3\u5982\u4f55\u5c06\u8fd9\u4e9b\u5185\u5bb9\u7c98\u5408\u5728\u4e00\u8d77\u3002\u8003\u8651\u5230\u8fd9\u66f4\u591a\u7684\u662f\u4e00\u4e2a\u7814\u7a76\u9879\u76ee\uff0c\u6211\u53ea\u60f3\u77e5\u9053\u603b\u4f53\u601d\u8def\uff0c\u6240\u4ee5\u6211\u8ba4\u4e3a\u8fd9\u662f\u4e00\u4e2a\u6210\u529f\u3002<\/td>\n<\/tr>\n
    <\/td>\n<\/td>\n<\/td>\n<\/td>\n<\/tr>\n
    \u7814\u7a76\u5177\u6709\u7cbe\u786e\u65f6\u95f4\u6233\u7684\u8f6c\u5f55\u6458\u8981<\/td>\n\u5931\u8d25<\/td>\n\u6211\u5728\u603b\u7ed3\u8f6c\u5f55\u672c\u65f6\u9762\u4e34\u7684\u4e00\u4e2a\u95ee\u9898\u662f\uff0c\u6211\u5e0c\u671b\u6709\u4e0e\u7b14\u8bb0\u76f8\u5173\u7684\u7cbe\u786e\u65f6\u95f4\u6233\uff0c\u4ee5\u4fbf\u6211\u53ef\u4ee5\u4f7f\u7528\u5b83\u6765\u5236\u4f5c YouTube \u7ae0\u8282\u6458\u8981\u6216\u7c7b\u4f3c\u7684\u5185\u5bb9\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u4ece\u8f6c\u5f55\u672c\u4e2d\u83b7\u53d6\u51c6\u786e\u7684\u65f6\u95f4\u6233\u4e0d\u662f\u95ee\u9898\uff0c\u4f46\u5f88\u96be\u5c06\u65f6\u95f4\u6233\u4e0e\u6458\u8981\u5173\u8054\u8d77\u6765\uff0c\u56e0\u4e3a\u65f6\u95f4\u6233\u7ecf\u5e38\u88ab\u641e\u4e71\u3002\u6240\u4ee5\u8fd9\u6709\u70b9\u50cf\u4e00\u4e2a AI \u5de5\u7a0b\u7814\u7a76\u4efb\u52a1\u3002<\/td>\nDevin \u91cd\u590d\u4e86\u4e0e\u6211\u7684\u95ee\u9898\u76f8\u5173\u7684\u5185\u5bb9\uff0c\u4f46\u5b83\u6ca1\u6709\u5f88\u597d\u5730\u8fdb\u884c\u7814\u7a76\u6216\u5c1d\u8bd5\u89e3\u51b3\u6211\u8bd5\u56fe\u89e3\u51b3\u7684\u95ee\u9898\uff0c\u5e76\u7ed9\u4e86\u6211\u4e00\u4e9b\u65e0\u7528\u7684\u4ee3\u7801\u548c\u793a\u4f8b\u3002<\/td>\n<\/tr>\n
    \u521b\u5efa\u4e00\u4e2a\u6700\u5c0f\u7684 DaisyUI \u4e3b\u9898\u4f5c\u4e3a\u793a\u4f8b<\/td>\n\u5931\u8d25<\/td>\n\u6211\u8981\u6c42 Devin \u521b\u5efa\u4e00\u4e2a\u6700\u5c0f\u7684 DaisyUI \u4e3b\u9898\u4f5c\u4e3a\u793a\u4f8b\u3002\u6211\u7684\u76ee\u6807\u662f\u4ece\u4e00\u4e2a\u8d77\u70b9\u5f00\u59cb\uff0c\u56e0\u4e3a\u8981\u6c42\u5b83\u4ee5\u66f4\u5b8c\u6574\u7684\u65b9\u5f0f\u6765\u505a\u662f\u4e0d\u6210\u529f\u7684\u3002<\/td>\nDevin \u5ffd\u7565\u4e86\u5c06\u5176\u5236\u4f5c\u4e3a FastHTML \u5e94\u7528\u7a0b\u5e8f\u7684\u8bf7\u6c42\uff0c\u5e76\u4e14\u7ecf\u8fc7\u4e00\u4e9b\u53cd\u590d\u7684\u6c9f\u901a\u624d\u4f7f\u5176\u8d70\u4e0a\u8fd9\u6761\u8def\u3002\u6700\u7ec8\uff0c\u5b83\u521b\u5efa\u4e86\u4e00\u4e2a\u4f3c\u4e4e\u53ef\u4ee5\u4f7f\u7528\u4e0d\u540c\u6309\u94ae\u7c7b\u578b\u7684\u5e94\u7528\u7a0b\u5e8f\u3002\u867d\u7136\u5b83\u7ed9\u51fa\u7684\u94fe\u63a5\u770b\u8d77\u6765\u4e0d\u9519\uff0c\u4f46\u4e00\u65e6\u6211\u5c1d\u8bd5\u4fee\u6539\u4e3b\u9898\uff0c\u5c31\u5f88\u660e\u663e\u8be5\u4e3b\u9898\u6ca1\u6709\u4efb\u4f55\u4f5c\u7528\u3002\u5e94\u7528\u7a0b\u5e8f\u4e2d\u7684\u5176\u4ed6\u989c\u8272\u6765\u81ea\u9ed8\u8ba4\u4e3b\u9898\u3002\u8fd9\u4e0d\u662f\u4e00\u4e2a\u6709\u7528\u7684\u8d77\u70b9\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    3. \u5206\u6790\u73b0\u6709\u4ee3\u7801<\/h3>\n\n\n\n\n\n\n\n\n\n\n
    \u9879\u76ee\u540d\u79f0<\/th>\n\u72b6\u6001<\/th>\n\u63cf\u8ff0<\/th>\n\u53cd\u601d<\/th>\n<\/tr>\n<\/thead>\n
    <\/td>\n<\/td>\n<\/td>\n<\/td>\n<\/tr>\n
    \u5bf9\u4ee3\u7801\u5e93\u6267\u884c\u5b89\u5168\u5ba1\u67e5<\/td>\n\u4e0d\u786e\u5b9a<\/td>\n\u5bf9\u4e8e\u8fd9\u4e2a\u4efb\u52a1\uff0c\u6211\u5c06 Devin \u6307\u5411\u4e00\u4e2a GitHub \u5b58\u50a8\u5e93\uff0c\u5e76\u544a\u8bc9\u5b83\u8bc4\u4f30\u662f\u5426\u5b58\u5728\u5b89\u5168\u6f0f\u6d1e\u3002\u8be5\u4ee3\u7801\u5e93\u5c11\u4e8e 700 \u884c\u4ee3\u7801\u3002\u6211\u544a\u8bc9 Devin \u5728 markdown \u6587\u4ef6\u4e2d\u8bb0\u5f55\u5176\u6ce8\u91ca\uff0c\u5e76\u5728\u5fc5\u8981\u65f6\u63d0\u4f9b\u793a\u4f8b\u4ee3\u7801\u3002<\/td>\nDevin \u786e\u5b9e\u8bc6\u522b\u51fa\u4e86\u4e00\u4e9b\u5b89\u5168\u6f0f\u6d1e\uff0c\u4f46\u5b83\u8fc7\u4e8e\u70ed\u8877\uff0c\u5e76\u865a\u6784\u4e86\u4e00\u4e9b\u4e0d\u5b58\u5728\u7684\u95ee\u9898\u3002\u4e5f\u8bb8\u8fd9\u5bf9 Devin \u6765\u8bf4\u4e0d\u662f\u7406\u60f3\u7684\u4efb\u52a1\uff0c\u56e0\u4e3a\u8fd9\u5728\u5bf9\u6211\u7684\u5927\u8bed\u8a00\u6a21\u578b\uff08LLM\uff09\u8fdb\u884c\u5355\u6b21\u8c03\u7528\u65f6\u6548\u679c\u4e5f\u4e00\u6837\u597d\u3002<\/td>\n<\/tr>\n
    <\/td>\n<\/td>\n<\/td>\n<\/td>\n<\/tr>\n
    \u5ba1\u9605\u535a\u5ba2\u6587\u7ae0\u5e76\u63d0\u51fa\u6539\u8fdb\u610f\u89c1\u7684\u62c9\u53d6\u8bf7\u6c42<\/td>\n\u5931\u8d25<\/td>\n\u6211\u8981\u6c42 Devin \u5ba1\u9605\u4e00\u7bc7\u535a\u5ba2\u6587\u7ae0\uff0c\u5e76\u63d0\u51fa\u4fee\u6539\u5efa\u8bae\u7684\u62c9\u53d6\u8bf7\u6c42\u3002\u6700\u7ec8\uff0cDevin \u5931\u8d25\u4e86\uff0c\u56e0\u4e3a\u5b83\u65e0\u6cd5\u5f04\u6e05\u695a\u6211\u6b63\u5728\u4f7f\u7528\u7684\u9759\u6001\u7f51\u7ad9\u751f\u6210\u5668 Quarto \u7684\u5de5\u4f5c\u539f\u7406\u3002<\/td>\n\u6211\u8ba4\u4e3a\u8fd9\u4e2a\u4efb\u52a1\u5728\u50cf Cursor \u8fd9\u6837\u7684\u5de5\u5177\u4e2d\u4f1a\u5f88\u6210\u529f\u3002\u770b\u8d77\u6765 Devin \u6ca1\u6709\u5f88\u597d\u5730\u4ece\u9879\u76ee\u7ed3\u6784\u548c\u73b0\u6709\u6587\u4ef6\u4e2d\u5b66\u4e60\uff0c\u6240\u4ee5\u5b83\u641e\u7838\u4e86\u8bf8\u5982\u524d\u8a00\u548c\u6b63\u786e\u7f16\u8f91\u535a\u5ba2\u6587\u7ae0\u6240\u9700\u7684\u5176\u4ed6\u7ea6\u5b9a\u3002<\/td>\n<\/tr>\n
    \u5ba1\u9605\u5e94\u7528\u7a0b\u5e8f\u5e76\u8bc6\u522b\u6f5c\u5728\u7684\u6539\u8fdb\u9886\u57df<\/td>\n\u5931\u8d25<\/td>\n\u6211\u8981\u6c42 Devin \u67e5\u770b\u6211\u4e4b\u524d\u63d0\u5230\u7684\u65f6\u95f4\u7ba1\u7406\u5e94\u7528\u7a0b\u5e8f\uff0c\u5e76\u63d0\u51fa\u4e86\u4e00\u4e2a\u5f00\u653e\u5f0f\u7684\u4efb\u52a1\uff0c\u8981\u6c42\u5b83\u63d0\u51fa\u4efb\u4f55\u6539\u8fdb\u5efa\u8bae\u3002<\/td>\n\u5b83\u63d0\u4f9b\u7684\u5efa\u8bae\u6ca1\u6709\u4efb\u4f55\u610f\u4e49\u3002<\/td>\n<\/tr>\n
    \u8c03\u8bd5\u4e3a\u4ec0\u4e48\u5728\u8bbe\u7f6e\u811a\u672c\u4e2d SSH \u5bc6\u94a5\u8f6c\u53d1\u4e0d\u8d77\u4f5c\u7528<\/td>\n\u4e0d\u786e\u5b9a<\/td>\n\u6211\u8981\u6c42 Devin \u627e\u51fa\u4e3a\u4ec0\u4e48\u5f53\u6211\u5728\u670d\u52a1\u5668\u4e0a\u4f7f\u7528\u811a\u672c\u8fdb\u884c\u8bbe\u7f6e\u65f6\uff0cSSH \u5bc6\u94a5\u8f6c\u53d1\u4e0d\u8d77\u4f5c\u7528\u3002<\/td>\n\u95ee\u9898\u6700\u7ec8\u4e0e\u811a\u672c\u65e0\u5173\uff0c\u6211\u539f\u4ee5\u4e3a\u811a\u672c\u662f\u95ee\u9898\u6240\u5728\uff0c\u4f46 Devin \u4ece\u672a\u6697\u793a\u6216\u8868\u660e\u95ee\u9898\u53ef\u80fd\u51fa\u5728\u5176\u4ed6\u5730\u65b9\u3002\u8fd9\u6beb\u65e0\u5e2e\u52a9\uff0c\u56e0\u4e3a\u5b83\u6ca1\u6709\u5e2e\u52a9\u6211\u627e\u51fa\u6839\u672c\u539f\u56e0\u3002<\/td>\n<\/tr>\n<\/tbody>\n<\/table>\n

    4. \u4fee\u6539\u73b0\u6709\u9879\u76ee<\/h3>\n\n\n\n\n\n\n\n\n\n\n\n
    \u9879\u76ee\u540d\u79f0<\/th>\n\u72b6\u6001<\/th>\n\u63cf\u8ff0<\/th>\n\u53cd\u601d<\/th>\n<\/tr>\n<\/thead>\n
    <\/td>\n<\/td>\n<\/td>\n<\/td>\n<\/tr>\n
    \u5bf9 nbdev \u9879\u76ee\u8fdb\u884c\u66f4\u6539<\/td>\n\u5931\u8d25<\/td>\n\u6211\u6709\u4e00\u4e2a\u4f7f\u7528 FastHTML \u548c nbdev \u6784\u5efa\u7684\u7528\u4e8e\u65f6\u95f4\u8ddf\u8e2a\u7684\u7b80\u5355\u5e94\u7528\u7a0b\u5e8f\uff0c\u6211\u60f3\u901a\u8fc7 API \u8def\u7531\u5c06\u5176\u4e0e Apple Shortcuts \u96c6\u6210\u3002<\/td>\n\u5373\u4f7f\u8fdb\u5c55\u4ee4\u4eba\u5370\u8c61\u6df1\u523b\uff0cDevin \u4e5f\u65e0\u6cd5\u5728\u6b64\u73af\u5883\u4e2d\u6210\u529f\u8fd0\u884c\u3002\u6211\u6ce8\u610f\u5230\u4e00\u4e2a\u5947\u602a\u7684\u5730\u65b9\u662f\uff0cDevin \u521b\u5efa\u4e86 Python \u811a\u672c\u6765\u7f16\u8f91\u7b14\u8bb0\u672c\uff0c\u800c\u4e0d\u662f\u5c1d\u8bd5\u7f16\u8f91\u7b14\u8bb0\u672c\u672c\u8eab\u3002\u7136\u800c\uff0cDevin \u5728\u8fd9\u91cc\u7ed9\u4e86\u6211\u4e00\u4e9b\u6709\u7528\u7684\u6ce8\u91ca\u548c\u60f3\u6cd5\uff0c\u8fd9\u662f\u6211\u6ca1\u6709\u8003\u8651\u8fc7\u7684\u3002\u4f46\u662f\uff0c\u5b83\u8bd5\u56fe\u7f16\u5199\u7684\u4ee3\u7801\u6ca1\u6709\u610f\u4e49\u3002\u6700\u7ec8\uff0c\u6211\u4f7f\u7528\u4e86\u522b\u4eba\u7684\u6a21\u677f\uff0c\u800c\u6ca1\u6709\u4f7f\u7528 Devin \u7684\u4efb\u4f55\u5efa\u8bae\u3002<\/td>\n<\/tr>\n
    <\/td>\n<\/td>\n<\/td>\n<\/td>\n<\/tr>\n
    \u5c06 Python \u9879\u76ee\u8fc1\u79fb\u5230 nbdev<\/td>\n\u5931\u8d25<\/td>\n\u6211\u8981\u6c42 Devin \u5c06\u4e00\u4e2a\u9879\u76ee\u8fc1\u79fb\u5230 nbdev [\u4e3a\u7b80\u6d01\u8d77\u89c1\uff0c\u7701\u7565\u4e86\u63d0\u793a\u8be6\u7ec6\u4fe1\u606f]<\/td>\n\u5b83\u9677\u5165\u4e86\u56f0\u5883\uff0c\u65e0\u6cd5\u5f04\u6e05\u695a\u57fa\u672c\u7684 nbdev \u8bbe\u7f6e\u3002\u770b\u8d77\u6765\u5b83\u6ca1\u6709\u5f88\u597d\u5730\u9605\u8bfb nbdev \u6587\u6863\u3002<\/td>\n<\/tr>\n
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