\u5f53Cognition Labs\u57282024\u5e743\u6708\u9ad8\u8c03\u53d1\u5e03Devin AI\u65f6\uff0c\u6574\u4e2a\u79d1\u6280\u5708\u90fd\u70b8\u4e86\u9505\u3002\u4ed6\u4eec\u5ba3\u79f0\u8fd9\u662f\u201c\u5168\u7403\u9996\u4e2aAI\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u201d\uff0c\u4e00\u4e2a\u80fd\u7406\u89e3\u4eba\u7c7b\u6307\u4ee4\u3001\u72ec\u7acb\u89c4\u5212\u3001\u7f16\u5199\u4ee3\u7801\u3001\u8c03\u8bd5bug\u751a\u81f3\u90e8\u7f72\u4e0a\u7ebf\u7684\u5168\u80fd\u9009\u624b\u3002\u8fd9\u542c\u8d77\u6765\u4e0d\u50cf\u662f\u4e00\u4e2aCopilot\u5f0f\u7684\u52a9\u624b\uff0c\u800c\u66f4\u50cf\u662f\u4e00\u4e2a\u51c6\u5907\u53d6\u4ee3\u521d\u7ea7\u7a0b\u5e8f\u5458\u7684\u201c\u540c\u4e8b\u201d\u3002\u51e0\u4e2a\u6708\u8fc7\u53bb\u4e86\uff0c\u55a7\u56a3\u6e10\u9000\uff0c\u662f\u65f6\u5019\u629b\u5f00\u8425\u9500\u5149\u73af\uff0c\u770b\u770b\u8fd9\u4e2a\u5de5\u5177\u5230\u5e95\u80fd\u505a\u4ec0\u4e48\uff0c\u4e0d\u80fd\u505a\u4ec0\u4e48\uff0c\u4ee5\u53ca\u5b83\u662f\u5426\u771f\u7684\u503c\u56de\u7968\u4ef7\u3002<\/p>\n
\u6838\u5fc3\u529f\u80fd\u4e0e\u6280\u672f\u4eae\u70b9<\/p>\n
Devin\u7684\u6838\u5fc3\u5356\u70b9\u662f\u201c\u7aef\u5230\u7aef\u7684\u81ea\u4e3b\u6027\u201d\u3002\u5b83\u88ab\u8bbe\u8ba1\u4e3a\u5728\u4e00\u4e2a\u5b89\u5168\u7684\u6c99\u76d2\u73af\u5883\u4e2d\u8fd0\u884c\uff0c\u914d\u5907\u4e86\u5b8c\u6574\u7684\u5f00\u53d1\u8005\u5de5\u5177\u94fe\uff1a\u4ee3\u7801\u7f16\u8f91\u5668\u3001\u6d4f\u89c8\u5668\u3001Shell\u7ec8\u7aef\u3002\u4f60\u7ed9\u5b83\u4e00\u4e2a\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u7684\u4efb\u52a1\uff0c\u6bd4\u5982\u201c\u4e3a\u6211\u7684\u7535\u5546\u7f51\u7ad9\u521b\u5efa\u4e00\u4e2a\u7528\u6237\u767b\u5f55\u7cfb\u7edf\uff0c\u5e76\u8fde\u63a5\u5230PostgreSQL\u6570\u636e\u5e93\u201d\uff0c\u5b83\u5c31\u4f1a\u5f00\u59cb\u5de5\u4f5c\u3002\u5176\u6280\u672f\u6808\u57fa\u4e8e\u5927\u578b\u8bed\u8a00\u6a21\u578b\uff08\u63a8\u6d4b\u662f\u7ecf\u8fc7\u9ad8\u5ea6\u5b9a\u5236\u548c\u5fae\u8c03\u7684\u6a21\u578b\uff09\uff0c\u5e76\u96c6\u6210\u4e86\u5f3a\u5316\u5b66\u4e60\u6765\u4f18\u5316\u5176\u89c4\u5212\u548c\u6267\u884c\u80fd\u529b\u3002\u6839\u636e\u5b98\u65b9\u6f14\u793a\uff0cDevin\u5728SWE-bench\u57fa\u51c6\u6d4b\u8bd5\uff08\u4e00\u4e2a\u8bc4\u4f30AI\u89e3\u51b3\u771f\u5b9e\u4e16\u754cGitHub\u95ee\u9898\u7684\u57fa\u51c6\uff09\u4e2d\uff0c\u53ef\u4ee5\u4e0d\u501f\u52a9\u4eba\u7c7b\u5e2e\u52a9\u72ec\u7acb\u89e3\u51b313.86%\u7684\u95ee\u9898\u3002\u8fd9\u4e2a\u6570\u5b57\u867d\u7136\u770b\u8d77\u6765\u4e0d\u9ad8\uff0c\u4f46\u5bf9\u6bd4\u4e4b\u524d\u9876\u5c16\u6a21\u578b\uff08\u5982Claude 2\uff09\u4ec54.8%\u7684\u901a\u8fc7\u7387\uff0c\u5df2\u7ecf\u662f\u8d28\u7684\u98de\u8dc3\u3002\u5b83\u8fd8\u80fd\u5904\u7406\u957f\u8fbe\u6570\u5341\u4e07token\u7684\u4e0a\u4e0b\u6587\uff0c\u8bb0\u4f4f\u6574\u4e2a\u9879\u76ee\u7684\u7ec6\u8282\u3002<\/p>\n
\u5178\u578b\u4f7f\u7528\u573a\u666f<\/p>\n
1. \u5feb\u901f\u642d\u5efa\u9879\u76ee\u539f\u578b\uff1a\u4e00\u4e2a\u521b\u4e1a\u8005\u6709\u4e2a\u6a21\u7cca\u7684App\u60f3\u6cd5\uff0c\u4f46\u6ca1\u6709\u6280\u672f\u80cc\u666f\u3002\u4ed6\u53ef\u4ee5\u544a\u8bc9Devin\uff1a\u201c\u521b\u5efa\u4e00\u4e2a\u7b80\u5355\u7684\u4efb\u52a1\u7ba1\u7406App\uff0c\u524d\u7aef\u7528React\uff0c\u540e\u7aef\u7528Node.js\uff0c\u8981\u6709\u7528\u6237\u8ba4\u8bc1\u548c\u4efb\u52a1CRUD\u529f\u80fd\u3002\u201dDevin\u53ef\u4ee5\u751f\u6210\u57fa\u7840\u7684\u9879\u76ee\u7ed3\u6784\u3001\u524d\u7aef\u7ec4\u4ef6\u3001API\u8def\u7531\u548c\u6570\u636e\u5e93\u6a21\u578b\uff0c\u51e0\u5c0f\u65f6\u5185\u4ea4\u4ed8\u4e00\u4e2a\u53ef\u8fd0\u884c\u7684\u539f\u578b\u3002\u8fd9\u6781\u5927\u5730\u964d\u4f4e\u4e86\u9a8c\u8bc1\u60f3\u6cd5\u7684\u95e8\u69db\u3002<\/p>\n
2. \u5904\u7406\u7e41\u7410\u7684\u4ee3\u7801\u7ef4\u62a4\u4efb\u52a1\uff1a\u5de5\u7a0b\u5e08\u7ecf\u5e38\u9762\u4e34\u8bf8\u5982\u201c\u5c06\u9879\u76ee\u4ecePython 2.7\u8fc1\u79fb\u5230Python 3.11\u201d\u3001\u201c\u4e3a\u6240\u6709API\u7aef\u70b9\u6dfb\u52a0\u7edf\u4e00\u7684\u9519\u8bef\u65e5\u5fd7\u201d\u6216\u201c\u5347\u7ea7\u67d0\u4e2a\u6709\u91cd\u5927\u53d8\u66f4\u7684\u7b2c\u4e09\u65b9\u5e93\u201d\u8fd9\u7c7b\u8017\u65f6\u4e14\u5bb9\u6613\u51fa\u9519\u7684\u5de5\u4f5c\u3002\u5c06\u8fd9\u4e9b\u4efb\u52a1\u4e22\u7ed9Devin\uff0c\u5b83\u53ef\u4ee5\u5206\u6790\u4ee3\u7801\u5dee\u5f02\u3001\u81ea\u52a8\u4fee\u6539\u4ee3\u7801\u5e76\u8fd0\u884c\u6d4b\u8bd5\uff0c\u5de5\u7a0b\u5e08\u53ea\u9700\u505a\u6700\u7ec8\u5ba1\u67e5\u3002<\/p>\n
3. \u8c03\u8bd5\u548c\u4fee\u590d\u590d\u6742Bug\uff1a\u9762\u5bf9\u4e00\u4e2a\u68d8\u624b\u7684\u751f\u4ea7\u73af\u5883Bug\uff0c\u65e5\u5fd7\u4fe1\u606f\u6a21\u7cca\u3002\u5de5\u7a0b\u5e08\u53ef\u4ee5\u5c06\u9519\u8bef\u65e5\u5fd7\u3001\u76f8\u5173\u4ee3\u7801\u7247\u6bb5\u548c\u7cfb\u7edf\u63cf\u8ff0\u4ea4\u7ed9Devin\u3002Devin\u80fd\u591f\u6a21\u62df\u6267\u884c\u73af\u5883\uff0c\u63d0\u51fa\u591a\u79cd\u5047\u8bbe\uff0c\u5e76\u81ea\u52a8\u7f16\u5199\u548c\u8fd0\u884c\u6d4b\u8bd5\u6765\u5b9a\u4f4d\u95ee\u9898\u6839\u6e90\uff0c\u6700\u540e\u63d0\u4ea4\u4fee\u590d\u65b9\u6848\u3002<\/p>\n
\u4e0e\u540c\u7c7b\u5de5\u5177\u6a2a\u5411\u5bf9\u6bd4<\/p>\n
\u8fd9\u91cc\u6700\u76f4\u63a5\u7684\u7ade\u54c1\u662fGitHub Copilot\u548cCursor\u3002\u4f46\u5b83\u4eec\u4e0eDevin\u6709\u672c\u8d28\u533a\u522b\u3002GitHub Copilot \u662f\u4e00\u4e2a\u5f3a\u5927\u7684\u4ee3\u7801\u8865\u5168\u5de5\u5177\uff0c\u662f\u201c\u526f\u9a7e\u9a76\u201d\uff0c\u5b83\u6839\u636e\u4e0a\u4e0b\u6587\u9884\u6d4b\u4f60\u4e0b\u4e00\u884c\u8981\u5199\u4ec0\u4e48\uff0c\u6781\u5927\u5730\u63d0\u5347\u7f16\u7801\u901f\u5ea6\uff0c\u4f46\u51b3\u7b56\u548c\u9879\u76ee\u89c4\u5212\u5b8c\u5168\u4f9d\u8d56\u4eba\u7c7b\u3002Cursor \u5219\u66f4\u8fdb\u4e00\u6b65\uff0c\u5b83\u96c6\u6210\u4e86\u667a\u80fd\u804a\u5929\u548c\u7f16\u8f91\u5668\uff0c\u5141\u8bb8\u4f60\u901a\u8fc7\u5bf9\u8bdd\u6765\u7f16\u8f91\u3001\u89e3\u91ca\u548c\u91cd\u6784\u4ee3\u7801\uff0c\u662f\u201c\u7ed3\u5bf9\u7f16\u7a0b\u201d\u4f19\u4f34\uff0c\u4f46\u6838\u5fc3\u64cd\u4f5c\u5355\u5143\u4ecd\u7136\u662f\u6587\u4ef6\u6216\u51fd\u6570\u7ea7\u522b\u3002\u800cDevin AI \u7684\u76ee\u6807\u662f\u6210\u4e3a\u201c\u81ea\u52a8\u9a7e\u9a76\u201d\uff0c\u4f60\u7ed9\u51fa\u76ee\u7684\u5730\uff08\u9700\u6c42\uff09\uff0c\u5b83\u5c1d\u8bd5\u81ea\u5df1\u89c4\u5212\u8def\u7ebf\u3001\u5f00\u8f66\u3001\u5e94\u5bf9\u8def\u51b5\uff0c\u6700\u7ec8\u628a\u4f60\u9001\u5230\u3002\u524d\u8005\u662f\u5de5\u5177\uff0c\u540e\u8005\u662f\u4ee3\u7406\uff08Agent\uff09\u3002\u76ee\u524d\uff0cDevin\u5728\u590d\u6742\u4efb\u52a1\u7684\u6210\u529f\u7387\u548c\u53ef\u9760\u6027\u4e0a\u8fdc\u672a\u8fbe\u5230\u201c\u81ea\u52a8\u9a7e\u9a76\u201d\u7684\u6c34\u5e73\uff0c\u5176\u8f93\u51fa\u9700\u8981\u5927\u91cf\u4eba\u5de5\u590d\u6838\u548c\u4fee\u6b63\uff0c\u66f4\u50cf\u662f\u4e00\u4e2a\u6709\u65f6\u4f1a\u8ff7\u8def\u4f46\u5b66\u4e60\u80fd\u529b\u5f88\u5f3a\u7684\u201c\u5b9e\u4e60\u53f8\u673a\u201d\u3002<\/p>\n
\u5b9a\u4ef7\u6027\u4ef7\u6bd4\u5206\u6790<\/p>\n
\u622a\u81f3\u76ee\u524d\uff0cDevin AI\u5c1a\u672a\u516c\u5e03\u516c\u5f00\u7684\u3001\u8be6\u7ec6\u7684\u5b9a\u4ef7\u65b9\u6848\u3002\u5b83\u4ecd\u5904\u4e8e\u65e9\u671f\u8bbf\u95ee\uff08Early Access\uff09\u9636\u6bb5\uff0c\u4e3b\u8981\u901a\u8fc7\u7533\u8bf7\u5236\u5411\u4f01\u4e1a\u548c\u7814\u7a76\u673a\u6784\u5f00\u653e\u3002\u4ece\u8fd9\u79cd\u7b56\u7565\u6765\u770b\uff0c\u5176\u5b9a\u4ef7\u5f88\u53ef\u80fd\u4e0d\u83f2\uff0c\u4f1a\u9762\u5411\u4f01\u4e1a\u7ea7\u5ba2\u6237\uff0c\u6309\u9879\u76ee\u3001\u8ba1\u7b97\u8d44\u6e90\u6d88\u8017\u6216\u5e2d\u4f4d\u6536\u8d39\u3002\u5bf9\u4e8e\u4e2a\u4eba\u5f00\u53d1\u8005\u6216\u5c0f\u56e2\u961f\uff0c\u77ed\u671f\u5185\u6027\u4ef7\u6bd4\u53ef\u80fd\u4e0d\u9ad8\u3002\u4f60\u9700\u8981\u6743\u8861\uff1a\u652f\u4ed8\u7ed9Devin\u7684\u8d39\u7528\uff0c\u662f\u5426\u771f\u7684\u4f4e\u4e8e\u96c7\u4f63\u4e00\u4e2a\u521d\u7ea7\u5de5\u7a0b\u5e08\u6216\u8282\u7701\u4e0b\u8d44\u6df1\u5de5\u7a0b\u5e08\u5904\u7406\u7410\u4e8b\u7684\u65f6\u95f4\u6210\u672c\u3002\u5bf9\u4e8e\u9884\u7b97\u5145\u8db3\u3001\u5e0c\u671b\u63a2\u7d22AI\u81ea\u52a8\u5316\u5f00\u53d1\u8fb9\u754c\u7684\u4f01\u4e1a\u6216\u56e2\u961f\uff0c\u65e9\u671f\u63a5\u5165\u6216\u8bb8\u6709\u6218\u7565\u4ef7\u503c\u3002<\/p>\n
\u9002\u5408\u4eba\u7fa4\u4e0e\u4e0d\u9002\u5408\u4eba\u7fa4<\/p>\n
\u9002\u5408\uff1a<\/p>\n
– \u975e\u6280\u672f\u80cc\u666f\u7684\u521b\u4e1a\u8005\/\u4ea7\u54c1\u7ecf\u7406\uff1a\u7528\u4e8e\u5feb\u901f\u9a8c\u8bc1\u60f3\u6cd5\uff0c\u751f\u6210MVP\u3002<\/p>\n
– \u6280\u672f\u56e2\u961f\u8d1f\u8d23\u4eba\uff1a\u5e0c\u671b\u81ea\u52a8\u5316\u90e8\u5206\u91cd\u590d\u6027\u5f00\u53d1\u5de5\u4f5c\uff0c\u5982\u4ee3\u7801\u8fc1\u79fb\u3001\u4f9d\u8d56\u5347\u7ea7\u3001\u57fa\u7840\u6d4b\u8bd5\u7f16\u5199\u3002<\/p>\n
– \u72ec\u7acb\u5f00\u53d1\u8005\/\u6570\u5b57\u6e38\u6c11\uff1a\u4e00\u4eba\u627f\u62c5\u5168\u6808\u5f00\u53d1\uff0c\u9700\u8981\u4e00\u500b\u201c\u5168\u80fd\u52a9\u624b\u201d\u5904\u7406\u5404\u79cd\u6742\u52a1\uff0c\u62d3\u5c55\u4e2a\u4eba\u80fd\u529b\u8fb9\u754c\u3002<\/p>\n
– \u6559\u80b2\u53ca\u7814\u7a76\u673a\u6784\uff1a\u7528\u4e8e\u7814\u7a76AI\u5728\u8f6f\u4ef6\u5de5\u7a0b\u9886\u57df\u7684\u5e94\u7528\u3002<\/p>\n
\u4e0d\u9002\u5408\uff1a<\/p>\n
– \u671f\u671b\u5b8c\u5168\u66ff\u4ee3\u4eba\u7c7b\u5de5\u7a0b\u5e08\u8005\uff1aDevin\u8fdc\u672a\u8fbe\u5230\u6b64\u6c34\u5e73\uff0c\u590d\u6742\u903b\u8f91\u3001\u67b6\u6784\u8bbe\u8ba1\u3001\u6df1\u5ea6\u4f18\u5316\u4ecd\u9700\u4eba\u7c7b\u3002<\/p>\n
– \u9884\u7b97\u6709\u9650\u7684\u4e2a\u4eba\u5f00\u53d1\u8005\uff1a\u9884\u8ba1\u5176\u6b63\u5f0f\u5b9a\u4ef7\u4e0d\u4f1a\u4fbf\u5b9c\u3002<\/p>\n
– \u4ece\u4e8b\u9ad8\u5ea6\u521b\u65b0\u6216\u673a\u5bc6\u9879\u76ee\u8005\uff1a\u5c06\u6838\u5fc3\u4ee3\u7801\u548c\u9700\u6c42\u4ea4\u7ed9\u4e91\u7aefAI\u5b58\u5728\u77e5\u8bc6\u4ea7\u6743\u548c\u9690\u79c1\u98ce\u9669\u3002<\/p>\n
– \u4e0d\u613f\u5b66\u4e60\u65b0\u5de5\u4f5c\u6d41\u8005\uff1a\u4f7f\u7528Devin\u9700\u8981\u5b66\u4f1a\u5982\u4f55\u7cbe\u786e\u5730\u5b9a\u4e49\u4efb\u52a1\u3001\u5ba1\u67e5\u5176\u8f93\u51fa\u5e76\u4e0e\u5b83\u6709\u6548\u534f\u4f5c\uff0c\u8fd9\u672c\u8eab\u662f\u4e00\u9879\u65b0\u6280\u80fd\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\u2606\u2606<\/p>\n
\u4e00\u53e5\u8bdd\u63a8\u8350\u7406\u7531\uff1a\u6982\u5ff5\u60ca\u8273\u7684\u5f00\u62d3\u8005\uff0c\u4f46\u5f53\u524d\u4ecd\u662f\u9700\u8981\u5bc6\u5207\u76d1\u7763\u7684\u201c\u5b9e\u4e60\u751f\u201d\uff0c\u5b9e\u7528\u5316\u9053\u8def\u8fd8\u957f\u3002<\/p>\n
\u9002\u7528\u573a\u666f\u6807\u7b7e\uff1a\u539f\u578b\u5f00\u53d1\/\u4ee3\u7801\u7ef4\u62a4\/AI\u7814\u7a76<\/p>\n
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