\u6df1\u5ea6\u8bc4\u6d4b\u6b63\u6587\uff1a<\/p>\n
\u8bf4\u5b9e\u8bdd\uff0cGitHub Copilot \u5df2\u7ecf\u4e0d\u662f\u4e00\u4e2a\u65b0\u9c9c\u73a9\u610f\u4e86\uff0c\u4f46\u5b83\u4f9d\u7136\u662f\u76ee\u524d\u5168\u7403\u88c5\u673a\u91cf\u6700\u5927\u3001\u6700\u6210\u719f\u7684 AI \u7f16\u7a0b\u52a9\u624b\uff0c\u6ca1\u6709\u4e4b\u4e00\u3002\u4f5c\u4e3a\u5fae\u8f6f\/GitHub \u7684\u4eb2\u513f\u5b50\uff0c\u5b83\u6df1\u5ea6\u7ed1\u5b9a\u5728 VSCode \u91cc\uff0c\u4f53\u9a8c\u4e1d\u6ed1\u5f97\u5c31\u50cf\u7f16\u8f91\u5668\u539f\u751f\u7684\u529f\u80fd\u3002\u4f60\u5199\u4e2a\u51fd\u6570\u540d\uff0c\u5b83\u5c31\u80fd\u731c\u51fa\u4f60\u8981\u5b9e\u73b0\u7684\u903b\u8f91\uff1b\u4f60\u5199\u4e2aTODO\u6ce8\u91ca\uff0c\u5b83\u76f4\u63a5\u7ed9\u4f60\u751f\u6210\u4e00\u6bb5\u53ef\u8fd0\u884c\u7684\u4ee3\u7801\u3002\u8fd9\u4e0d\u662f\u672a\u6765\uff0c\u8fd9\u662f\u73b0\u5728\u3002<\/p>\n
\u6838\u5fc3\u529f\u80fd\u4e0e\u6280\u672f\u4eae\u70b9<\/p>\n
GitHub Copilot \u6700\u725b\u7684\u5730\u65b9\u5728\u4e8e\u5b83\u7684\u4e0a\u4e0b\u6587\u7406\u89e3\u80fd\u529b\u3002\u5b83\u4e0d\u4ec5\u4ec5\u662f\u4e00\u4e2a\u4ee3\u7801\u8865\u5168\u5de5\u5177\uff0c\u800c\u662f\u57fa\u4e8e OpenAI Codex \u6a21\u578b\u7684\u771f\u6b63 AI \u7f16\u7a0b\u642d\u6863\u3002\u5b83\u80fd\u770b\u61c2\u4f60\u5f53\u524d\u6253\u5f00\u7684\u6587\u4ef6\u3001\u6700\u8fd1\u4fee\u6539\u7684\u4ee3\u7801\u3001\u751a\u81f3\u9879\u76ee\u91cc\u7684\u5176\u4ed6\u6587\u4ef6\u7ed3\u6784\u3002\u4e3e\u4e2a\u4f8b\u5b50\uff0c\u4f60\u5b9a\u4e49\u4e86\u4e00\u4e2a\u540d\u4e3a `fetchUserData` \u7684\u51fd\u6570\uff0c\u5b83\u77e5\u9053\u8fd9\u4e2a\u51fd\u6570\u5927\u6982\u7387\u9700\u8981\u8c03\u7528 API\u3001\u5904\u7406\u54cd\u5e94\u3001\u8fd4\u56de JSON \u6570\u636e\uff0c\u4e8e\u662f\u5f53\u4f60\u6572\u4e0b\u51fd\u6570\u4f53\u7684\u5927\u62ec\u53f7\u65f6\uff0cCopilot \u5df2\u7ecf\u5e2e\u4f60\u5199\u597d\u4e86 axios \u8bf7\u6c42\u548c try-catch \u903b\u8f91\u3002<\/p>\n
\u5177\u4f53\u53c2\u6570\u4e0a\uff0cCopilot \u652f\u6301\u6240\u6709\u4e3b\u6d41\u7f16\u7a0b\u8bed\u8a00\u2014\u2014Python\u3001JavaScript\u3001TypeScript\u3001Go\u3001Java\u3001C++ \u7b49\uff0c\u4f46\u5b83\u5728 Python \u548c TypeScript \u4e0a\u7684\u8868\u73b0\u6700\u4e3a\u60ca\u8273\uff0c\u56e0\u4e3a\u8fd9\u4e24\u4e2a\u8bed\u8a00\u7684\u8bad\u7ec3\u6570\u636e\u91cf\u6700\u5927\u3002\u5b98\u65b9\u6570\u636e\u663e\u793a\uff0cCopilot \u80fd\u51cf\u5c11\u5f00\u53d1\u8005 55% \u7684\u952e\u76d8\u8f93\u5165\u91cf\uff0c\u4f46\u66f4\u5173\u952e\u7684\u662f\uff0c\u5b83\u51cf\u5c11\u4e86\u4f60\u5728 Stack Overflow \u548c\u6587\u6863\u4e4b\u95f4\u6765\u56de\u8df3\u8f6c\u7684\u65f6\u95f4\u3002\u4f60\u4e0d\u518d\u9700\u8981\u8bb0\u4f4f\u67d0\u4e2a API \u7684\u7cbe\u786e\u53c2\u6570\u540d\uff0cCopilot \u4f1a\u5e2e\u4f60\u8865\u5168\u3002<\/p>\n
\u6280\u672f\u4eae\u70b9\u8fd8\u5305\u62ec\u5b83\u7684\u201c\u591a\u884c\u8865\u5168\u201d\u80fd\u529b\u3002\u4ee5\u524d\u5f88\u591a\u8865\u5168\u5de5\u5177\u53ea\u80fd\u731c\u4f60\u4e0b\u4e00\u4e2a\u5355\u8bcd\u6216\u4e00\u884c\u4ee3\u7801\uff0cCopilot \u80fd\u4e00\u6b21\u6027\u751f\u6210\u6574\u4e2a\u51fd\u6570\u4f53\u751a\u81f3\u4e00\u4e2a\u6a21\u5757\u3002\u6bd4\u5982\u4f60\u5199 `def calculate_monthly_payment(principal, rate, months):`\uff0c\u5b83\u76f4\u63a5\u7ed9\u4f60\u751f\u6210\u5b8c\u6574\u7684\u7b49\u989d\u672c\u606f\u8ba1\u7b97\u903b\u8f91\uff0c\u5305\u62ec\u6570\u5b66\u516c\u5f0f\u548c\u8fb9\u754c\u6761\u4ef6\u5904\u7406\u3002\u8fd9\u5df2\u7ecf\u4e0d\u662f\u8865\u5168\uff0c\u8fd9\u662f\u4ee3\u7801\u751f\u6210\u3002<\/p>\n
\u5178\u578b\u4f7f\u7528\u573a\u666f<\/p>\n
\u573a\u666f\u4e00\uff1a\u5feb\u901f\u642d\u5efa CRUD API\u3002\u4f60\u6b63\u5728\u7528 Express.js \u5199\u540e\u7aef\uff0c\u9700\u8981\u5199\u4e00\u4e2a GET \u63a5\u53e3\u3002\u4f60\u53ea\u9700\u8981\u8f93\u5165 `app.get(‘\/api\/users’`\uff0cCopilot \u5c31\u4f1a\u81ea\u52a8\u751f\u6210\u8def\u7531\u5904\u7406\u51fd\u6570\uff0c\u5305\u62ec\u6570\u636e\u5e93\u67e5\u8be2\u3001\u9519\u8bef\u5904\u7406\u3001\u54cd\u5e94\u683c\u5f0f\u5316\u3002\u5b9e\u6d4b\u4e2d\uff0c\u4e00\u4e2a\u7b80\u5355\u7684\u7528\u6237\u5217\u8868\u63a5\u53e3\uff0cCopilot \u80fd\u5728\u4f60\u6253\u5b8c\u8def\u7531\u8def\u5f84\u540e 2 \u79d2\u5185\u7ed9\u51fa\u5b8c\u6574\u4ee3\u7801\uff0c\u4f60\u53ea\u9700\u8981\u56de\u8f66\u786e\u8ba4\u3002<\/p>\n
\u573a\u666f\u4e8c\uff1a\u7f16\u5199\u5355\u5143\u6d4b\u8bd5\u3002\u5199\u6d4b\u8bd5\u662f\u5f88\u591a\u5f00\u53d1\u8005\u7684\u5669\u68a6\uff0c\u4f46 Copilot \u975e\u5e38\u64c5\u957f\u8fd9\u4e2a\u3002\u4f60\u5199\u4e00\u4e2a `test(‘should return 200 when user exists’, () => {`\uff0c\u5b83\u76f4\u63a5\u5e2e\u4f60\u751f\u6210 mock \u6570\u636e\u3001\u8c03\u7528\u51fd\u6570\u3001\u65ad\u8a00\u7ed3\u679c\u3002\u5bf9\u4e8e Jest \u548c Mocha \u7528\u6237\u6765\u8bf4\uff0cCopilot \u80fd\u8282\u7701\u81f3\u5c11 70% \u7684\u6d4b\u8bd5\u7f16\u5199\u65f6\u95f4\u3002<\/p>\n
\u573a\u666f\u4e09\uff1a\u5b66\u4e60\u65b0\u8bed\u8a00\u3002\u5047\u8bbe\u4f60\u4ece Python \u8f6c Go\uff0cCopilot \u80fd\u6839\u636e\u4f60\u7684\u6ce8\u91ca\u548c\u51fd\u6570\u540d\u81ea\u52a8\u751f\u6210 Go \u8bed\u6cd5\u6b63\u786e\u7684\u4ee3\u7801\u3002\u4f60\u5199\u6ce8\u91ca `\/\/ \u521b\u5efa\u4e00\u4e2aHTTP\u670d\u52a1\u5668`\uff0c\u5b83\u76f4\u63a5\u7ed9\u4f60\u751f\u6210 `http.HandleFunc(“\/”, handler)` \u548c\u5b8c\u6574\u7684\u670d\u52a1\u5668\u542f\u52a8\u903b\u8f91\u3002\u5bf9\u4e8e\u8de8\u8bed\u8a00\u5f00\u53d1\u8005\uff0cCopilot \u662f\u6700\u597d\u7684\u8bed\u6cd5\u8001\u5e08\u3002<\/p>\n
\u4e0e\u540c\u7c7b\u5de5\u5177\u6a2a\u5411\u5bf9\u6bd4<\/p>\n
\u6700\u76f4\u63a5\u7684\u7ade\u54c1\u662f Amazon CodeWhisperer \u548c Tabnine\u3002CodeWhisperer \u514d\u8d39\u4e14\u6df1\u5ea6\u96c6\u6210 AWS \u751f\u6001\uff0c\u5982\u679c\u4f60\u4e3b\u8981\u7528 AWS \u670d\u52a1\uff08Lambda\u3001S3\u3001DynamoDB\uff09\uff0c\u5b83\u7684 API \u63a8\u8350\u66f4\u7cbe\u51c6\u3002\u4f46 CodeWhisperer \u7684\u4ee3\u7801\u8d28\u91cf\u6574\u4f53\u4e0d\u5982 Copilot\uff0c\u5c24\u5176\u662f\u5728\u590d\u6742\u903b\u8f91\u548c\u591a\u6587\u4ef6\u4e0a\u4e0b\u6587\u7406\u89e3\u4e0a\uff0c\u5dee\u8ddd\u660e\u663e\u3002Tabnine \u66f4\u5f3a\u8c03\u9690\u79c1\u4fdd\u62a4\uff0c\u652f\u6301\u672c\u5730\u90e8\u7f72\u6a21\u578b\uff0c\u4f46\u5b83\u7684\u8865\u5168\u901f\u5ea6\u8f83\u6162\uff0c\u4e14\u5bf9\u5927\u578b\u9879\u76ee\u7684\u4e0a\u4e0b\u6587\u7406\u89e3\u80fd\u529b\u8f83\u5f31\u3002<\/p>\n
Copilot \u7684\u7edd\u5bf9\u4f18\u52bf\u5728\u4e8e\uff1a\u7b2c\u4e00\uff0c\u8bad\u7ec3\u6570\u636e\u91cf\u6700\u5927\uff08GitHub \u4e0a\u6240\u6709\u516c\u5f00\u4ed3\u5e93\u7684\u4ee3\u7801\uff09\uff1b\u7b2c\u4e8c\uff0c\u5fae\u8f6f\u7684\u6301\u7eed\u6295\u5165\u8ba9\u6a21\u578b\u8fed\u4ee3\u901f\u5ea6\u6781\u5feb\uff1b\u7b2c\u4e09\uff0cVSCode \u7684\u65e0\u7f1d\u96c6\u6210\u8ba9\u4f53\u9a8c\u65e0\u53ef\u6311\u5254\u3002\u7f3a\u70b9\u5219\u5728\u4e8e\uff1a\u7b2c\u4e00\uff0c\u5b83\u662f\u4ed8\u8d39\u5de5\u5177\uff1b\u7b2c\u4e8c\uff0c\u5bf9\u975e\u82f1\u8bed\u6ce8\u91ca\u7684\u7406\u89e3\u5076\u5c14\u4f1a\u51fa\u504f\u5dee\u3002<\/p>\n
\u5b9a\u4ef7\u6027\u4ef7\u6bd4\u5206\u6790<\/p>\n
GitHub Copilot \u7684\u4e2a\u4eba\u7248\u5b9a\u4ef7\u662f\u6bcf\u6708 10 \u7f8e\u5143\uff08\u5e74\u4ed8 100 \u7f8e\u5143\uff09\uff0c\u5b66\u751f\u548c\u5f00\u6e90\u7ef4\u62a4\u8005\u514d\u8d39\u3002\u5546\u4e1a\u7248\u6bcf\u4eba\u6bcf\u6708 19 \u7f8e\u5143\u3002\u8fd9\u4e2a\u4ef7\u683c\u5bf9\u4e8e\u5168\u804c\u5f00\u53d1\u8005\u6765\u8bf4\uff0c\u5982\u679c\u6bcf\u5929\u80fd\u7701\u4e0b 30 \u5206\u949f\u5230 1 \u5c0f\u65f6\u7684\u7f16\u7801\u65f6\u95f4\uff0c\u4e00\u4e2a\u6708\u5c31\u662f 10-20 \u5c0f\u65f6\uff0c\u6362\u7b97\u6210\u65f6\u85aa\uff0c\u6210\u672c\u51e0\u4e4e\u53ef\u4ee5\u5ffd\u7565\u3002\u5bf9\u4e8e\u5b66\u751f\u548c\u5f00\u6e90\u9879\u76ee\uff0c\u514d\u8d39\u653f\u7b56\u975e\u5e38\u53cb\u597d\u3002<\/p>\n
\u4f46\u5982\u679c\u4f60\u53ea\u662f\u5076\u5c14\u5199\u4ee3\u7801\uff0c\u6216\u8005\u4f60\u7684\u5de5\u4f5c\u4e3b\u8981\u6d89\u53ca\u914d\u7f6e\u6587\u4ef6\u548c YAML \u7f16\u5199\uff0cCopilot \u7684\u6027\u4ef7\u6bd4\u53ef\u80fd\u4e0d\u9ad8\u3002\u53e6\u5916\uff0c\u5982\u679c\u4f60\u7684\u516c\u53f8\u5bf9\u4ee3\u7801\u9690\u79c1\u6781\u5ea6\u654f\u611f\uff08\u6bd4\u5982\u519b\u5de5\u3001\u91d1\u878d\u6838\u5fc3\u7cfb\u7edf\uff09\uff0cCopilot \u7684\u4e91\u7aef\u63a8\u7406\u6a21\u5f0f\u53ef\u80fd\u4e0d\u9002\u7528\uff0c\u8fd9\u65f6\u5019 Tabnine \u672c\u5730\u7248\u66f4\u5408\u9002\u3002<\/p>\n
\u9002\u5408\u4eba\u7fa4\u4e0e\u4e0d\u9002\u5408\u4eba\u7fa4<\/p>\n
\u9002\u5408\u4eba\u7fa4\uff1a\u6240\u6709\u5168\u804c\u8f6f\u4ef6\u5de5\u7a0b\u5e08\u3001\u524d\u7aef\/\u540e\u7aef\u5f00\u53d1\u8005\u3001\u6570\u636e\u79d1\u5b66\u5bb6\uff08\u5199 Python \u811a\u672c\u65f6\uff09\u3001\u5b66\u751f\u7f16\u7a0b\u7231\u597d\u8005\u3001\u9700\u8981\u5feb\u901f\u539f\u578b\u9a8c\u8bc1\u7684\u521b\u4e1a\u8005\u3002<\/p>\n
\u4e0d\u9002\u5408\u4eba\u7fa4\uff1a\u53ea\u5199 SQL \u6216\u914d\u7f6e\u6587\u4ef6\u7684\u4eba\u3001\u5bf9\u4ee3\u7801\u751f\u6210\u8d28\u91cf\u8981\u6c42\u6781\u9ad8\u4e14\u4e0d\u613f\u4e8c\u6b21\u4fee\u6539\u7684\u5f00\u53d1\u8005\u3001\u5bf9\u6570\u636e\u9690\u79c1\u6709\u4e25\u683c\u9650\u5236\u7684\u4f01\u4e1a\u7528\u6237\u3001\u4f7f\u7528 Emacs\/Vim \u4e14\u4e0d\u613f\u5b89\u88c5\u63d2\u4ef6\u7684\u8001\u6d3e\u9ed1\u5ba2\uff08Copilot \u867d\u7136\u652f\u6301\u8fd9\u4e9b\u7f16\u8f91\u5668\uff0c\u4f46\u4f53\u9a8c\u4e0d\u5982 VSCode\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\u2605<\/p>\n
\u4e00\u53e5\u8bdd\u63a8\u8350\u7406\u7531\uff1a\u7f16\u7a0b\u6548\u7387\u63d0\u5347\u6700\u76f4\u63a5\u7684\u5de5\u5177\uff0c\u6ca1\u6709\u4e4b\u4e00\u3002<\/p>\n
\u9002\u7528\u573a\u666f\u6807\u7b7e\uff1a\u4ee3\u7801\u5f00\u53d1\/\u5b66\u4e60\u7f16\u7a0b\/\u5feb\u901f\u539f\u578b<\/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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