\u6df1\u5ea6\u8bc4\u6d4b\u6b63\u6587<\/p>\n
\u5982\u679c\u4f60\u662f\u4e00\u4e2a\u5f00\u53d1\u8005\uff0c\u5e94\u8be5\u5df2\u7ecf\u611f\u53d7\u8fc7GitHub Copilot\u5e26\u6765\u7684\u51b2\u51fb\u3002\u8fd9\u6b3e\u7531\u5fae\u8f6f\u548cGitHub\u8054\u5408\u63a8\u51fa\u7684AI\u7f16\u7a0b\u52a9\u624b\uff0c\u76ee\u524d\u5168\u7403\u88c5\u673a\u91cf\u8d85\u8fc7\u767e\u4e07\uff0c\u662fVSCode\u4e0a\u6700\u53d7\u6b22\u8fce\u7684\u63d2\u4ef6\u4e4b\u4e00\u3002\u5b83\u4e0d\u50cf\u4f20\u7edf\u4ee3\u7801\u8865\u5168\u5de5\u5177\u90a3\u6837\u53ea\u63d0\u793a\u53d8\u91cf\u540d\u6216\u51fd\u6570\u7b7e\u540d\uff0c\u800c\u662f\u76f4\u63a5\u6839\u636e\u4e0a\u4e0b\u6587\u751f\u6210\u5b8c\u6574\u7684\u51fd\u6570\u4f53\u3001\u7b97\u6cd5\u5b9e\u73b0\u751a\u81f3\u6d4b\u8bd5\u7528\u4f8b\u3002\u6838\u5fc3\u4f9d\u8d56OpenAI\u7684Codex\u6a21\u578b\uff0c\u8fd9\u4e2a\u6a21\u578b\u5728\u81ea\u7136\u8bed\u8a00\u548c\u4ee3\u7801\u6df7\u5408\u7684\u8bed\u6599\u4e0a\u505a\u4e86\u4e13\u95e8\u8bad\u7ec3\uff0c\u53c2\u6570\u89c4\u6a21\u636e\u63a8\u6d4b\u5728120\u4ebf\u5de6\u53f3\uff0c\u867d\u7136\u6bd4\u4e0d\u4e0aGPT-4\u7684\u5168\u80fd\uff0c\u4f46\u5728\u4ee3\u7801\u751f\u6210\u8fd9\u4e2a\u5782\u76f4\u9886\u57df\u505a\u5230\u4e86\u6781\u81f4\u3002<\/p>\n
\u6838\u5fc3\u529f\u80fd\u4e0e\u6280\u672f\u4eae\u70b9<\/p>\n
Copilot\u6700\u70b8\u88c2\u7684\u80fd\u529b\u662f\u201c\u4e0a\u4e0b\u6587\u611f\u77e5\u7684\u4ee3\u7801\u751f\u6210\u201d\u3002\u4f60\u53ea\u9700\u8981\u5199\u4e00\u6bb5\u6ce8\u91ca\u63cf\u8ff0\u9700\u6c42\uff0c\u6bd4\u5982\u201c\/\/ \u5b9e\u73b0\u4e00\u4e2a\u4e8c\u5206\u67e5\u627e\u7b97\u6cd5\uff0c\u8fd4\u56de\u76ee\u6807\u503c\u7684\u7d22\u5f15\u201d\uff0c\u5b83\u5c31\u80fd\u5728\u5149\u6807\u5904\u76f4\u63a5\u751f\u6210\u5b8c\u6574\u7684Python\u51fd\u6570\uff0c\u5305\u62ec\u8fb9\u754c\u68c0\u67e5\u548c\u5f02\u5e38\u5904\u7406\u3002\u5b9e\u6d4b\u4e2d\uff0c\u5bf9\u4e8e\u5e38\u89c1\u7b97\u6cd5\u548cCRUD\u64cd\u4f5c\uff0c\u51c6\u786e\u7387\u8d85\u8fc780%\u3002\u5b83\u8fd8\u80fd\u8de8\u6587\u4ef6\u5206\u6790\uff1a\u6bd4\u5982\u4f60\u6253\u5f00\u4e00\u4e2aReact\u7ec4\u4ef6\u7684JSX\u6587\u4ef6\uff0c\u5b83\u4f1a\u6839\u636e\u4f60\u5bfc\u5165\u7684hooks\u548c\u72b6\u6001\u7ba1\u7406\u65b9\u6848\uff0c\u81ea\u52a8\u8865\u5168\u4e8b\u4ef6\u5904\u7406\u51fd\u6570\u548c\u72b6\u6001\u66f4\u65b0\u903b\u8f91\u3002\u6280\u672f\u4e0a\uff0c\u5b83\u4f7f\u7528\u4e86Transformer\u67b6\u6784\u7684\u6ce8\u610f\u529b\u673a\u5236\uff0c\u80fd\u540c\u65f6\u770b\u5230\u5f53\u524d\u6587\u4ef6\u3001\u6253\u5f00\u7684\u5176\u4ed6\u6807\u7b7e\u9875\u4ee5\u53ca\u9879\u76ee\u7ed3\u6784\u4fe1\u606f\uff0c\u8fd9\u8ba9\u5b83\u7684\u5efa\u8bae\u6bd4\u5355\u6587\u4ef6\u8865\u5168\u5de5\u5177\u806a\u660e\u4e00\u4e2a\u91cf\u7ea7\u3002<\/p>\n
\u53e6\u4e00\u4e2a\u88ab\u4f4e\u4f30\u7684\u529f\u80fd\u662f\u201c\u591a\u8bed\u8a00\u65e0\u7f1d\u5207\u6362\u201d\u3002\u4f60\u5728\u540c\u4e00\u4e2a\u9879\u76ee\u91cc\u6df7\u7528Python\u3001JavaScript\u548cSQL\uff0cCopilot\u4f1a\u6839\u636e\u6587\u4ef6\u6269\u5c55\u540d\u548c\u6ce8\u91ca\u8bed\u8a00\u81ea\u52a8\u8c03\u6574\u751f\u6210\u98ce\u683c\u3002\u6bd4\u5982\u5728SQL\u6587\u4ef6\u4e2d\u5199\u201c– \u67e5\u8be2\u6700\u8fd130\u5929\u7684\u6d3b\u8dc3\u7528\u6237\u201d\uff0c\u5b83\u4f1a\u751f\u6210\u5e26JOIN\u548c\u65e5\u671f\u8fc7\u6ee4\u7684\u67e5\u8be2\u8bed\u53e5\uff1b\u5207\u56dePython\u6587\u4ef6\uff0c\u540c\u6837\u7684\u9700\u6c42\u53c8\u4f1a\u53d8\u6210Pandas\u7684DataFrame\u64cd\u4f5c\u3002\u8fd9\u79cd\u8de8\u8bed\u8a00\u7684\u4e00\u81f4\u6027\u4f53\u9a8c\uff0c\u5bf9\u5168\u6808\u5f00\u53d1\u8005\u6765\u8bf4\u7b80\u76f4\u662f\u6551\u661f\u3002<\/p>\n
\u5178\u578b\u4f7f\u7528\u573a\u666f<\/p>\n
\u7b2c\u4e00\u4e2a\u573a\u666f\u662f\u201c\u4ece\u96f6\u642d\u5efa\u4e00\u4e2aWeb API\u201d\u3002\u5047\u8bbe\u4f60\u6b63\u5728\u7528FastAPI\u5199\u540e\u7aef\uff0c\u53ea\u9700\u8981\u5b9a\u4e49\u597d\u8def\u7531\u548c\u8bf7\u6c42\u6a21\u578b\uff0cCopilot\u5c31\u80fd\u81ea\u52a8\u751f\u6210\u6570\u636e\u5e93\u67e5\u8be2\u3001\u53c2\u6570\u6821\u9a8c\u548c\u9519\u8bef\u5904\u7406\u903b\u8f91\u3002\u6211\u8bd5\u8fc7\u5199\u4e00\u4e2a\u7528\u6237\u6ce8\u518c\u63a5\u53e3\uff0c\u4ece\u8def\u7531\u5b9a\u4e49\u5230\u5bc6\u7801\u54c8\u5e0c\u518d\u5230\u8fd4\u56deJWT\uff0c\u5b83\u4e00\u53e3\u6c14\u751f\u6210\u4e8650\u884c\u4ee3\u7801\uff0c\u6211\u53ea\u6539\u4e863\u884c\u53c2\u6570\u540d\u3002<\/p>\n
\u7b2c\u4e8c\u4e2a\u573a\u666f\u662f\u201c\u5355\u5143\u6d4b\u8bd5\u7684\u5669\u68a6\u7ec8\u7ed3\u8005\u201d\u3002\u5199\u6d4b\u8bd5\u662f\u5927\u591a\u6570\u7a0b\u5e8f\u5458\u6700\u5934\u75bc\u7684\u4e8b\uff0cCopilot\u53ef\u4ee5\u81ea\u52a8\u5206\u6790\u4f60\u7684\u51fd\u6570\u7b7e\u540d\u548c\u8fd4\u56de\u503c\u7c7b\u578b\uff0c\u751f\u6210pytest\u7528\u4f8b\u3002\u6bd4\u5982\u4f60\u6709\u4e00\u4e2a\u5904\u7406CSV\u6587\u4ef6\u7684\u51fd\u6570\uff0c\u5b83\u4f1a\u751f\u6210\u6d4b\u8bd5\u6570\u636e\u3001\u6a21\u62df\u6587\u4ef6\u8bfb\u53d6\uff0c\u5e76\u65ad\u8a00\u8f93\u51fa\u7ed3\u679c\uff0c\u8fde\u8fb9\u754c\u60c5\u51b5\uff08\u7a7a\u6587\u4ef6\u3001\u9519\u8bef\u683c\u5f0f\uff09\u90fd\u8986\u76d6\u5230\u4e86\u3002<\/p>\n
\u7b2c\u4e09\u4e2a\u573a\u666f\u662f\u201c\u5199\u6587\u6863\u548c\u6ce8\u91ca\u201d\u3002\u5f88\u591a\u5f00\u53d1\u8005\u4e0d\u7231\u5199\u6587\u6863\uff0cCopilot\u80fd\u6839\u636e\u51fd\u6570\u5b9e\u73b0\u81ea\u52a8\u751f\u6210docstring\u548c\u7c7b\u578b\u6ce8\u89e3\u3002\u4f60\u5199\u5b8c\u4e00\u4e2a\u590d\u6742\u7684\u9012\u5f52\u51fd\u6570\uff0c\u56de\u8f66\u540e\u5b83\u5c31\u80fd\u8865\u5168\u53c2\u6570\u8bf4\u660e\u3001\u8fd4\u56de\u503c\u548c\u793a\u4f8b\u8c03\u7528\uff0c\u683c\u5f0f\u7b26\u5408Google\u98ce\u683c\u6216NumPy\u98ce\u683c\uff0c\u7701\u53bb\u4e86\u624b\u52a8\u67e5\u6587\u6863\u89c4\u8303\u7684\u65f6\u95f4\u3002<\/p>\n
\u4e0e\u540c\u7c7b\u5de5\u5177\u6a2a\u5411\u5bf9\u6bd4<\/p>\n
\u6700\u5927\u7684\u7ade\u54c1\u662fAmazon CodeWhisperer\u3002CodeWhisperer\u7684\u4f18\u52bf\u5728\u4e8e\u5bf9AWS\u670d\u52a1\u7684\u6df1\u5ea6\u96c6\u6210\uff0c\u6bd4\u5982\u5199Lambda\u51fd\u6570\u65f6\u80fd\u81ea\u52a8\u8865\u5168IAM\u7b56\u7565\u548cSDK\u8c03\u7528\u3002\u4f46Copilot\u5728\u4ee3\u7801\u751f\u6210\u7684\u51c6\u786e\u7387\u548c\u4e0a\u4e0b\u6587\u7406\u89e3\u4e0a\u660e\u663e\u66f4\u5f3a\uff0c\u5c24\u5176\u662f\u5904\u7406\u591a\u6587\u4ef6\u9879\u76ee\u548c\u590d\u6742\u903b\u8f91\u65f6\u3002\u53e6\u4e00\u4e2a\u7ade\u54c1\u662fTabnine\uff0c\u5b83\u66f4\u4e13\u6ce8\u4e8e\u672c\u5730\u6a21\u578b\u548c\u9690\u79c1\u4fdd\u62a4\uff0c\u53ef\u4ee5\u79bb\u7ebf\u8fd0\u884c\uff0c\u4f46\u751f\u6210\u7684\u4ee3\u7801\u8d28\u91cf\u548c\u591a\u6837\u6027\u8fdc\u4e0d\u5982Copilot\u3002\u5b9e\u6d4b\u4e2d\uff0c\u5bf9\u4e8e\u540c\u6837\u4e00\u4e2a\u201c\u5408\u5e76\u4e24\u4e2a\u6392\u5e8f\u94fe\u8868\u201d\u7684\u95ee\u9898\uff0cCopilot\u751f\u6210\u7684\u662f\u6700\u4f18\u7684\u9012\u5f52\u89e3\u6cd5\uff0cTabnine\u7ed9\u7684\u5374\u662f\u66b4\u529b\u5faa\u73af\uff0c\u6548\u7387\u5dee\u8ddd\u4e00\u76ee\u4e86\u7136\u3002<\/p>\n
\u5b9a\u4ef7\u6027\u4ef7\u6bd4\u5206\u6790<\/p>\n
Copilot\u76ee\u524d\u91c7\u7528\u8ba2\u9605\u5236\uff1a\u4e2a\u4eba\u7248\u6bcf\u670810\u7f8e\u5143\u6216\u6bcf\u5e74100\u7f8e\u5143\uff0c\u5b66\u751f\u548c\u5f00\u6e90\u7ef4\u62a4\u8005\u514d\u8d39\u3002\u5bf9\u4e8e\u5168\u804c\u5f00\u53d1\u8005\u6765\u8bf4\uff0c\u8fd9\u4e2a\u4ef7\u683c\u76f8\u5f53\u4e8e\u6bcf\u59293\u6bdb\u94b1\uff0c\u6362\u6765\u7684\u662f\u6bcf\u5929\u8282\u7701\u81f3\u5c111\u5c0f\u65f6\u7684\u7f16\u7801\u65f6\u95f4\u3002\u4f01\u4e1a\u7248\u6bcf\u4eba\u6bcf\u670819\u7f8e\u5143\uff0c\u591a\u4e86\u4ee3\u7801\u5ba1\u8ba1\u548c\u56e2\u961f\u7ba1\u7406\u529f\u80fd\u3002\u5bf9\u6bd4CodeWhisperer\u7684\u4e2a\u4eba\u7248\u514d\u8d39\uff08\u4f46\u9650\u5236\u6bcf\u6708\u4ee3\u7801\u8865\u5168\u6b21\u6570\uff09\uff0cCopilot\u7684\u5b9a\u4ef7\u7565\u9ad8\uff0c\u4f46\u8003\u8651\u5230\u5b83\u7684\u751f\u6210\u8d28\u91cf\u548cIDE\u96c6\u6210\u6df1\u5ea6\uff0c\u6027\u4ef7\u6bd4\u4f9d\u7136\u5f88\u9ad8\u3002\u5982\u679c\u4f60\u662f\u72ec\u7acb\u5f00\u53d1\u8005\u6216\u5c0f\u56e2\u961f\uff0c\u4e2a\u4eba\u7248\u8db3\u591f\uff1b\u5927\u4f01\u4e1a\u5efa\u8bae\u76f4\u63a5\u4e0a\u4f01\u4e1a\u7248\uff0c\u56e0\u4e3a\u4ee3\u7801\u5b89\u5168\u5ba1\u8ba1\u529f\u80fd\u80fd\u907f\u514d\u5408\u89c4\u98ce\u9669\u3002<\/p>\n
\u9002\u5408\u4eba\u7fa4\u4e0e\u4e0d\u9002\u5408\u4eba\u7fa4<\/p>\n
\u9002\u5408\u4eba\u7fa4\uff1a\u5168\u6808\u5f00\u53d1\u8005\u3001\u6570\u636e\u79d1\u5b66\u5bb6\u3001\u9700\u8981\u5feb\u901f\u539f\u578b\u9a8c\u8bc1\u7684\u521b\u4e1a\u8005\u3001\u4ee5\u53ca\u4efb\u4f55\u5728VSCode\u6216JetBrains IDE\u4e2d\u5199\u4ee3\u7801\u7684\u4eba\u3002\u7279\u522b\u9002\u5408\u90a3\u4e9b\u9700\u8981\u9891\u7e41\u5199\u6837\u677f\u4ee3\u7801\uff08CRUD\u3001API\u8def\u7531\u3001\u6d4b\u8bd5\u7528\u4f8b\uff09\u7684\u5f00\u53d1\u8005\uff0c\u80fd\u663e\u8457\u63d0\u5347\u6548\u7387\u3002<\/p>\n
\u4e0d\u9002\u5408\u4eba\u7fa4\uff1a\u5b8c\u5168\u4e0d\u61c2\u7f16\u7a0b\u7684\u7eaf\u5c0f\u767d\uff0c\u56e0\u4e3aCopilot\u751f\u6210\u4ee3\u7801\u540e\u9700\u8981\u4f60\u7406\u89e3\u5e76\u5ba1\u6838\uff0c\u5426\u5219\u53ef\u80fd\u5f15\u5165\u5b89\u5168\u6f0f\u6d1e\u6216\u903b\u8f91\u9519\u8bef\u3002\u53e6\u5916\uff0c\u5982\u679c\u4f60\u5728\u9ad8\u5ea6\u5b89\u5168\u654f\u611f\u7684\u73af\u5883\uff08\u5982\u519b\u5de5\u3001\u91d1\u878d\u6838\u5fc3\u7cfb\u7edf\uff09\u5de5\u4f5c\uff0cCopilot\u7684\u4e91\u7aef\u4ee3\u7801\u5904\u7406\u53ef\u80fd\u5f15\u53d1\u5408\u89c4\u95ee\u9898\uff0c\u5efa\u8bae\u4f7f\u7528\u672c\u5730\u90e8\u7f72\u7684\u66ff\u4ee3\u65b9\u6848\uff08\u5982Codeium\u7684\u79c1\u6709\u5316\u7248\u672c\uff09\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
\u4e00\u53e5\u8bdd\u63a8\u8350\u7406\u7531\uff1a\u7f16\u7a0b\u754c\u7684Copilot\uff0c\u8ba9\u5199\u4ee3\u7801\u53d8\u6210\u5ba1\u4ee3\u7801\u3002<\/p>\n
\u9002\u7528\u573a\u666f\u6807\u7b7e\uff1a\u4ee3\u7801\u5f00\u53d1, \u5168\u6808\u5f00\u53d1, \u6d4b\u8bd5\u81ea\u52a8\u5316<\/p>\n
—
\n**\u7248\u6743\u63d0\u793a**\uff1a\u4f7f\u7528\u8be5\u5de5\u5177\u521b\u4f5c\u540e\uff0c\u8bf7\u52a1\u5fc5\u524d\u5f80 [AI\u521b\u4f5c\u793e](https:\/\/www.aichuangzuoshe.com) \u8fdb\u884c\u7248\u6743\u5b58\u8bc1\uff0c\u83b7\u53d6\u5177\u6709\u6cd5\u5f8b\u6548\u529b\u7684\u521b\u4f5c\u65f6\u95f4\u6233\uff0c\u6709\u6548\u4fdd\u62a4\u60a8\u7684\u6570\u5b57\u4f5c\u54c1\u6743\u76ca\u3002<\/p>\n
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