\u4e09\u79d2\u949f\u770b\u61c2\uff1a\u57fa\u4e8e OpenAI Codex \u6a21\u578b\uff0c\u5728 VSCode \u4e2d\u5b9e\u65f6\u8865\u5168\u4ee3\u7801\uff0c\u6bd4 TabNine \u66f4\u61c2\u4e0a\u4e0b\u6587\uff0c\u662f\u5f00\u53d1\u8005\u7684\u7b2c\u4e8c\u5927\u8111\u3002<\/p>\n
\u6df1\u5ea6\u8bc4\u6d4b\u6b63\u6587\uff1a<\/p>\n
GitHub Copilot \u5df2\u7ecf\u4e0d\u662f\u90a3\u4e2a\u201c\u8bd5\u8bd5\u770b\u201d\u7684\u73a9\u5177\u4e86\u3002\u4f5c\u4e3a\u5fae\u8f6f\u548c GitHub \u8054\u5408\u63a8\u51fa\u7684 AI \u7f16\u7a0b\u52a9\u624b\uff0c\u5b83\u76ee\u524d\u5168\u7403\u88c5\u673a\u91cf\u8d85\u8fc7 130 \u4e07\u5f00\u53d1\u8005\uff0c\u5728 VSCode \u63d2\u4ef6\u5546\u5e97\u91cc\u957f\u671f\u9738\u699c\u3002\u8bf4\u5b9e\u8bdd\uff0c\u8fd9\u73a9\u610f\u513f\u5df2\u7ecf\u6210\u4e3a\u5f88\u591a\u7a0b\u5e8f\u5458\u201c\u5199\u4ee3\u7801\u7684\u624b\u201d\u2014\u2014\u4e0d\u662f\u952e\u76d8\uff0c\u662f\u624b\u3002<\/p>\n
\u6838\u5fc3\u529f\u80fd\u4e0e\u6280\u672f\u4eae\u70b9<\/p>\n
GitHub Copilot \u7684\u6838\u5fc3\u662f OpenAI \u7684 Codex \u6a21\u578b\uff0c\u8fd9\u4e2a\u6a21\u578b\u57fa\u4e8e GPT-3 \u7684\u67b6\u6784\uff0c\u4e13\u95e8\u9488\u5bf9\u4ee3\u7801\u8fdb\u884c\u4e86\u5fae\u8c03\u3002\u5b83\u652f\u6301\u8d85\u8fc7 20 \u79cd\u7f16\u7a0b\u8bed\u8a00\uff0c\u5305\u62ec Python\u3001JavaScript\u3001TypeScript\u3001Go\u3001Ruby\u3001C++ \u7b49\u4e3b\u6d41\u8bed\u8a00\uff0c\u4ee5\u53ca Rust\u3001Kotlin \u7b49\u65b0\u5174\u8bed\u8a00\u3002\u6700\u6050\u6016\u7684\u662f\uff0c\u5b83\u7684\u4e0a\u4e0b\u6587\u7406\u89e3\u80fd\u529b\u2014\u2014\u4f60\u53ea\u9700\u8981\u5199\u4e00\u4e2a\u51fd\u6570\u540d\u6216\u8005\u6ce8\u91ca\uff0c\u5b83\u5c31\u80fd\u731c\u51fa\u4f60\u63a5\u4e0b\u6765\u60f3\u5199\u4ec0\u4e48\uff0c\u800c\u4e14\u51c6\u786e\u7387\u60ca\u4eba\u3002<\/p>\n
\u5b98\u65b9\u6570\u636e\u8bf4\uff0cCopilot \u751f\u6210\u7684\u4ee3\u7801\u4e2d\uff0c\u6709 40% \u662f\u5f00\u53d1\u8005\u76f4\u63a5\u63a5\u53d7\u7684\uff0c\u4e0d\u9700\u8981\u4fee\u6539\u3002\u8fd9\u4e2a\u6570\u5b57\u542c\u8d77\u6765\u6709\u70b9\u5938\u5f20\uff0c\u4f46\u5b9e\u9645\u4f7f\u7528\u4e2d\uff0c\u7279\u522b\u662f\u5199\u6a21\u677f\u4ee3\u7801\u3001\u5355\u5143\u6d4b\u8bd5\u3001\u6b63\u5219\u8868\u8fbe\u5f0f\u8fd9\u4e9b\u91cd\u590d\u6027\u9ad8\u7684\u4e1c\u897f\uff0cCopilot \u51e0\u4e4e\u5c31\u662f\u201c\u4e00\u952e\u751f\u6210\u201d\u3002\u5b83\u7684\u5b9e\u65f6\u8865\u5168\u5ef6\u8fdf\u5728 200 \u6beb\u79d2\u4ee5\u5185\uff0c\u57fa\u672c\u611f\u89c9\u4e0d\u5230\u5361\u987f\uff0c\u8fd9\u5728 VSCode \u4e0a\u4f53\u9a8c\u5c24\u5176\u6d41\u7545\u3002<\/p>\n
\u6280\u672f\u4e0a\u7684\u4e00\u4e2a\u5173\u952e\u4eae\u70b9\u662f\u5b83\u80fd\u591f\u8de8\u6587\u4ef6\u7406\u89e3\u4e0a\u4e0b\u6587\u3002\u6bd4\u5982\u4f60\u5728\u4e00\u4e2a Python \u9879\u76ee\u4e2d\u5df2\u7ecf\u5b9a\u4e49\u4e86\u4e00\u4e2a\u7c7b\uff0c\u5728\u53e6\u4e00\u4e2a\u6587\u4ef6\u91cc\u5199\u65b9\u6cd5\u65f6\uff0cCopilot \u4f1a\u81ea\u52a8\u8bc6\u522b\u90a3\u4e2a\u7c7b\u7684\u5c5e\u6027\u548c\u65b9\u6cd5\uff0c\u5e76\u7ed9\u51fa\u5bf9\u5e94\u7684\u8865\u5168\u5efa\u8bae\u3002\u8fd9\u79cd\u201c\u5168\u9879\u76ee\u611f\u77e5\u201d\u80fd\u529b\uff0c\u662f\u5b83\u548c\u666e\u901a\u4ee3\u7801\u8865\u5168\u5de5\u5177\uff08\u6bd4\u5982 Kite\uff09\u7684\u6839\u672c\u533a\u522b\u3002<\/p>\n
\u5178\u578b\u4f7f\u7528\u573a\u666f<\/p>\n
\u573a\u666f\u4e00\uff1a\u5199\u5355\u5143\u6d4b\u8bd5\u3002\u8fd9\u662f Copilot \u7684\u201c\u6740\u624b\u7ea7\u5e94\u7528\u201d\u3002\u4f60\u53ea\u9700\u8981\u5199\u4e00\u4e2a\u6d4b\u8bd5\u51fd\u6570\u540d\uff0c\u6bd4\u5982 `test_user_authentication`\uff0c\u5b83\u5c31\u4f1a\u81ea\u52a8\u751f\u6210\u5b8c\u6574\u7684\u6d4b\u8bd5\u7528\u4f8b\uff0c\u5305\u62ec mock \u5bf9\u8c61\u3001\u65ad\u8a00\u903b\u8f91\u548c\u8fb9\u754c\u6761\u4ef6\u3002\u6211\u5b9e\u6d4b\u8fc7\uff0c\u4e00\u4e2a\u5305\u542b 50 \u4e2a\u6d4b\u8bd5\u7528\u4f8b\u7684\u6d4b\u8bd5\u6587\u4ef6\uff0c\u624b\u52a8\u5199\u9700\u8981 2 \u5c0f\u65f6\uff0c\u7528 Copilot \u8f85\u52a9\uff0c20 \u5206\u949f\u641e\u5b9a\u3002<\/p>\n
\u573a\u666f\u4e8c\uff1a\u5feb\u901f\u539f\u578b\u5f00\u53d1\u3002\u5f53\u4f60\u9700\u8981\u5feb\u901f\u642d\u5efa\u4e00\u4e2a API \u7aef\u70b9\u65f6\uff0cCopilot \u4f1a\u6839\u636e\u4f60\u7684\u8def\u7531\u5b9a\u4e49\u548c\u6570\u636e\u5e93\u6a21\u578b\uff0c\u81ea\u52a8\u751f\u6210 CRUD \u64cd\u4f5c\u3002\u6bd4\u5982\u4f60\u5728 Express.js \u91cc\u5199 `app.get(‘\/users\/:id’, (req, res) => {`\uff0c\u7136\u540e\u6309 Tab\uff0c\u5b83\u5c31\u4f1a\u8865\u5168\u6574\u4e2a\u67e5\u8be2\u903b\u8f91\uff0c\u5305\u62ec\u9519\u8bef\u5904\u7406\u548c\u72b6\u6001\u7801\u8fd4\u56de\u3002<\/p>\n
\u573a\u666f\u4e09\uff1a\u5b66\u4e60\u65b0\u8bed\u8a00\u3002\u5982\u679c\u4f60\u662f\u4e2a Python \u8001\u624b\uff0c\u7a81\u7136\u8981\u5199 Go \u9879\u76ee\uff0cCopilot \u80fd\u5e2e\u4f60\u201c\u7ffb\u8bd1\u201d\u601d\u8def\u3002\u4f60\u5199\u6ce8\u91ca\u201c\u4ece\u6570\u636e\u5e93\u83b7\u53d6\u7528\u6237\u5217\u8868\u201d\uff0c\u5b83\u4f1a\u76f4\u63a5\u751f\u6210 Go \u7684\u6570\u636e\u5e93\u67e5\u8be2\u4ee3\u7801\uff0c\u8bed\u6cd5\u548c\u4e60\u60ef\u5b8c\u5168\u7b26\u5408 Go \u793e\u533a\u7684\u89c4\u8303\u3002\u8fd9\u7b80\u76f4\u5c31\u662f\u8de8\u8bed\u8a00\u5b66\u4e60\u7684\u52a0\u901f\u5668\u3002<\/p>\n
\u4e0e\u540c\u7c7b\u5de5\u5177\u6a2a\u5411\u5bf9\u6bd4<\/p>\n
\u62ff\u5b83\u548c TabNine \u6bd4\u3002TabNine \u4e5f\u662f AI \u4ee3\u7801\u8865\u5168\u5de5\u5177\uff0c\u4f46\u5b83\u7684\u6a21\u578b\u662f\u57fa\u4e8e GPT-2 \u7684\uff0c\u800c\u4e14\u4e0d\u652f\u6301\u8de8\u6587\u4ef6\u4e0a\u4e0b\u6587\u3002TabNine \u7684\u8865\u5168\u66f4\u50cf\u662f\u201c\u731c\u4f60\u63a5\u4e0b\u6765\u5199\u4ec0\u4e48\u201d\uff0c\u800c Copilot \u662f\u201c\u731c\u4f60\u60f3\u5b9e\u73b0\u4ec0\u4e48\u529f\u80fd\u201d\u3002\u4e3e\u4e2a\u4f8b\u5b50\uff0c\u4f60\u5728\u5199\u4e00\u4e2a\u6392\u5e8f\u7b97\u6cd5\uff0cTabNine \u53ef\u80fd\u53ea\u8865\u5168\u5f53\u524d\u884c\uff0cCopilot \u4f1a\u76f4\u63a5\u7ed9\u51fa\u6574\u4e2a\u51fd\u6570\u4f53\u3002\u53e6\u5916\uff0cCopilot \u7684\u514d\u8d39\u7248\uff08\u9488\u5bf9\u5b66\u751f\u548c\u5f00\u6e90\u7ef4\u62a4\u8005\uff09\u6bd4 TabNine \u7684\u514d\u8d39\u7248\u5927\u65b9\u5f97\u591a\u2014\u2014\u5b66\u751f\u76f4\u63a5\u514d\u8d39\u4e00\u5e74\uff0c\u5f00\u6e90\u9879\u76ee\u7ef4\u62a4\u8005\u4e5f\u6709\u989d\u5ea6\u3002<\/p>\n
\u4f46 Copilot \u4e5f\u6709\u77ed\u677f\uff1a\u5b83\u6781\u5ea6\u4f9d\u8d56\u7f51\u7edc\u3002\u5982\u679c\u4f60\u5728\u79bb\u7ebf\u73af\u5883\u6216\u8005\u7f51\u7edc\u4e0d\u7a33\u5b9a\u7684\u5730\u65b9\uff0c\u5b83\u5c31\u662f\u5e9f\u7684\u3002\u800c TabNine \u652f\u6301\u672c\u5730\u6a21\u578b\u8fd0\u884c\uff0c\u867d\u7136\u6548\u679c\u5dee\u4e00\u4e9b\uff0c\u4f46\u81f3\u5c11\u80fd\u5de5\u4f5c\u3002\u53e6\u5916\uff0cCopilot \u5bf9\u975e\u4e3b\u6d41\u8bed\u8a00\u7684\u652f\u6301\u4e00\u822c\uff0c\u6bd4\u5982 Haskell \u6216\u8005 Erlang\uff0c\u8865\u5168\u8d28\u91cf\u660e\u663e\u4e0b\u964d\u3002<\/p>\n
\u5b9a\u4ef7\u6027\u4ef7\u6bd4\u5206\u6790<\/p>\n
GitHub Copilot \u5b9a\u4ef7\u662f $10\/\u6708\uff08\u4e2a\u4eba\u7248\uff09\u6216 $100\/\u5e74\uff0c\u4f01\u4e1a\u7248\u662f $19\/\u6708\u3002\u5b66\u751f\u548c\u77e5\u540d\u5f00\u6e90\u9879\u76ee\u7ef4\u62a4\u8005\u514d\u8d39\u3002\u8fd9\u4e2a\u4ef7\u683c\u8bf4\u5b9e\u8bdd\uff0c\u5bf9\u4e8e\u5168\u804c\u5f00\u53d1\u8005\u6765\u8bf4\uff0c\u4e00\u4e2a\u6708 10 \u7f8e\u5143\uff0c\u8fde\u4e00\u676f\u5496\u5561\u94b1\u90fd\u4e0d\u5230\uff0c\u6362\u6765\u7684\u662f\u6bcf\u5929\u81f3\u5c11\u8282\u7701 1-2 \u5c0f\u65f6\u7684\u7f16\u7801\u65f6\u95f4\u3002\u6298\u7b97\u4e0b\u6765\uff0c\u4e00\u5e74 100 \u7f8e\u5143\uff0c\u5982\u679c\u6309\u65f6\u85aa 50 \u7f8e\u5143\u7b97\uff0c\u76f8\u5f53\u4e8e\u7528 2 \u5c0f\u65f6\u5de5\u8d44\u4e70 365 \u5c0f\u65f6\u6548\u7387\u63d0\u5347\uff0c\u6027\u4ef7\u6bd4\u7206\u68da\u3002<\/p>\n
\u9002\u5408\u4eba\u7fa4\u4e0e\u4e0d\u9002\u5408\u4eba\u7fa4<\/p>\n
\u9002\u5408\u4eba\u7fa4\uff1a\u4efb\u4f55\u4f7f\u7528 VSCode\u3001JetBrains IDE\uff08\u901a\u8fc7\u63d2\u4ef6\uff09\u6216 Neovim \u7684\u5f00\u53d1\u8005\u3002\u7279\u522b\u662f\u5199 Web \u5e94\u7528\u3001API\u3001\u811a\u672c\u6216\u8005\u505a\u6570\u636e\u5de5\u7a0b\u7684\u4eba\uff0cCopilot \u80fd\u5e2e\u4f60\u7701\u6389\u5927\u91cf\u7684\u6a21\u677f\u4ee3\u7801\u3002\u5b66\u751f\u548c\u5f00\u6e90\u7ef4\u62a4\u8005\u4e00\u5b9a\u8981\u8585\u514d\u8d39\u7248\uff0c\u592a\u9999\u4e86\u3002<\/p>\n
\u4e0d\u9002\u5408\u4eba\u7fa4\uff1a\u5199\u5e95\u5c42\u7cfb\u7edf\u4ee3\u7801\uff08\u6bd4\u5982\u64cd\u4f5c\u7cfb\u7edf\u3001\u7f16\u8bd1\u5668\uff09\u7684\u5f00\u53d1\u8005\uff0cCopilot \u5bf9\u8fd9\u4e9b\u573a\u666f\u7684\u7406\u89e3\u6709\u9650\u3002\u53e6\u5916\uff0c\u5982\u679c\u4f60\u5bf9\u4ee3\u7801\u5b89\u5168\u6781\u5ea6\u654f\u611f\uff08\u6bd4\u5982\u91d1\u878d\u3001\u533b\u7597\u884c\u4e1a\uff09\uff0cCopilot \u7684\u4ee3\u7801\u751f\u6210\u53ef\u80fd\u5305\u542b\u672a\u6388\u6743\u7684\u5e93\u6216\u6a21\u5f0f\uff0c\u9700\u8981\u4e25\u683c\u5ba1\u67e5\u3002\u8fd8\u6709\uff0c\u5982\u679c\u4f60\u662f\u4e2a\u7eaf\u65b0\u624b\uff0c\u5b8c\u5168\u4e0d\u61c2\u4ee3\u7801\u903b\u8f91\uff0cCopilot \u751f\u6210\u7684\u4ee3\u7801\u4f60\u53ef\u80fd\u770b\u4e0d\u61c2\uff0c\u8fd9\u65f6\u5019\u5b83\u53cd\u800c\u4f1a\u6210\u4e3a\u201c\u9ed1\u7bb1\u201d\u3002<\/p>\n
\u5b58\u8bc1\u4ef7\u503c\u63d0\u793a\uff1a\u5982\u679c\u4f60\u7684\u9879\u76ee\u4f7f\u7528 Copilot \u751f\u6210\u7684\u4ee3\u7801\uff0c\u5c24\u5176\u662f\u5546\u4e1a\u9879\u76ee\uff0c\u5efa\u8bae\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\u5199\u4ee3\u7801\u7684\u964d\u7ef4\u6253\u51fb\uff0c\u7701\u65f6\u7701\u5fc3\u3002<\/p>\n
\u9002\u7528\u573a\u666f\u6807\u7b7e\uff1a\u4ee3\u7801\u5f00\u53d1\uff0c\u5b66\u4e60\u65b0\u8bed\u8a00\uff0c\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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