\u4e09\u79d2\u949f\u770b\u61c2\uff1a\u6c38\u4e45\u514d\u8d39\u7684\u4ee3\u7801\u8865\u5168\u4e0e\u804a\u5929\u52a9\u624b\uff0c\u901f\u5ea6\u5feb\u3001\u8d28\u91cf\u9ad8\uff0c\u662fGitHub Copilot\u6700\u5f3a\u5927\u7684\u514d\u8d39\u66ff\u4ee3\u54c1\u3002<\/p>\n
\u6df1\u5ea6\u8bc4\u6d4b\u6b63\u6587\uff1a<\/p>\n
\u5982\u679c\u4f60\u662f\u4e2a\u5f00\u53d1\u8005\uff0c\u5927\u6982\u7387\u5df2\u7ecf\u542c\u8bf4\u8fc7GitHub Copilot\u3002\u4f46\u6bcf\u670810\u7f8e\u5143\u7684\u8ba2\u9605\u8d39\uff0c\u5bf9\u4e8e\u4e00\u4e9b\u8f7b\u5ea6\u7528\u6237\u3001\u5b66\u751f\u6216\u521a\u5165\u884c\u7684\u6781\u5ba2\u6765\u8bf4\uff0c\u8fd8\u662f\u6709\u70b9\u8089\u75bc\u3002\u4eca\u5929\u8981\u804a\u7684Codeium\uff0c\u5c31\u662f\u51b2\u7740\u201c\u514d\u8d39\u4e14\u597d\u7528\u201d\u8fd9\u4e2a\u5b9a\u4f4d\u6765\u7684\uff0c\u800c\u4e14\u5b83\u771f\u7684\u505a\u5230\u4e86\u3002\u6708\u8bbf\u95ee\u91cf800\u4e07\uff0c\u793e\u533a\u6d3b\u8dc3\u5ea6\u6781\u9ad8\uff0c\u8fd9\u53ef\u4e0d\u662f\u5149\u9760\u201c\u514d\u8d39\u201d\u4e24\u4e2a\u5b57\u5c31\u80fd\u6491\u8d77\u6765\u7684\u3002<\/p>\n
\u6838\u5fc3\u529f\u80fd\u4e0e\u6280\u672f\u4eae\u70b9<\/p>\n
Codeium\u7684\u6838\u5fc3\u80fd\u529b\u662fAI\u4ee3\u7801\u8865\u5168\u548cAI\u804a\u5929\uff0c\u652f\u6301\u8d85\u8fc770\u79cd\u7f16\u7a0b\u8bed\u8a00\uff08Python\u3001JavaScript\u3001TypeScript\u3001Go\u3001Rust\u3001Java\u7b49\u4e3b\u6d41\u8bed\u8a00\u5168\u8986\u76d6\uff09\uff0c\u5e76\u4e14\u6df1\u5ea6\u96c6\u6210\u5728VS Code\u3001JetBrains\u3001Neovim\u3001IntelliJ\u7b49\u4e3b\u6d41IDE\u4e2d\u3002<\/p>\n
\u5b83\u7684\u8865\u5168\u901f\u5ea6\u975e\u5e38\u5feb\uff0c\u5ef6\u8fdf\u901a\u5e38\u5728200\u6beb\u79d2\u4ee5\u5185\uff0c\u51e0\u4e4e\u611f\u89c9\u4e0d\u5230\u7b49\u5f85\u3002\u8fd9\u4e00\u70b9\u5f88\u91cd\u8981\uff0c\u56e0\u4e3a\u5f88\u591aAI\u8865\u5168\u5de5\u5177\uff08\u6bd4\u5982Tabnine\uff09\u5728\u590d\u6742\u4ee3\u7801\u4e0a\u4e0b\u6587\u4e2d\u4f1a\u5361\u987f\uff0c\u800cCodeium\u5728\u672c\u5730\u7f13\u5b58\u548c\u4e91\u7aef\u63a8\u7406\u4e4b\u95f4\u505a\u4e86\u5f88\u597d\u7684\u5e73\u8861\u2014\u2014\u5b83\u9ed8\u8ba4\u4f7f\u7528\u4e91\u7aef\u6a21\u578b\uff0c\u4f46\u4f1a\u667a\u80fd\u7f13\u5b58\u9ad8\u9891\u4ee3\u7801\u7247\u6bb5\uff0c\u5927\u5e45\u964d\u4f4e\u7f51\u7edc\u5ef6\u8fdf\u3002<\/p>\n
Codeium\u7684\u8865\u5168\u8d28\u91cf\u4e5f\u5f88\u80fd\u6253\u3002\u5b83\u57fa\u4e8e\u81ea\u7814\u7684Transformer\u6a21\u578b\uff08\u5e76\u975e\u7b80\u5355\u5957\u58f3GPT\uff09\uff0c\u4e13\u95e8\u9488\u5bf9\u4ee3\u7801\u8865\u5168\u573a\u666f\u505a\u4e86\u4f18\u5316\u3002\u5728HumanEval\u57fa\u51c6\u6d4b\u8bd5\u4e2d\uff0cCodeium\u7684pass@1\u6b63\u786e\u7387\u63a5\u8fd140%\uff0c\u867d\u7136\u7565\u4f4e\u4e8eCopilot\u768445%\uff0c\u4f46\u8003\u8651\u5230\u5b83\u514d\u8d39\uff0c\u8fd9\u4e2a\u5dee\u8ddd\u5b8c\u5168\u53ef\u4ee5\u63a5\u53d7\u3002<\/p>\n
\u66f4\u5173\u952e\u7684\u662f\uff0cCodeium\u652f\u6301\u591a\u884c\u8865\u5168\uff08multiline completion\uff09\uff0c\u80fd\u4e00\u6b21\u6027\u9884\u6d4b\u6574\u6bb5\u51fd\u6570\u6216\u5faa\u73af\u4f53\uff0c\u800c\u4e0d\u662f\u9010\u8bcd\u8865\u5168\u3002\u8fd9\u5728\u5199\u4e1a\u52a1\u903b\u8f91\u65f6\u5c24\u5176\u723d\uff0c\u4f60\u6572\u5b8c\u51fd\u6570\u540d\u548c\u5de6\u62ec\u53f7\uff0c\u5b83\u53ef\u80fd\u5df2\u7ecf\u5e2e\u4f60\u628a\u6574\u4e2a\u51fd\u6570\u4f53\u5199\u597d\u4e86\u3002<\/p>\n
\u5178\u578b\u4f7f\u7528\u573a\u666f<\/p>\n
1. \u5feb\u901f\u642d\u5efaAPI\u7aef\u70b9\uff1a\u5047\u8bbe\u4f60\u5728\u5199\u4e00\u4e2aFlask\u540e\u7aef\uff0c\u9700\u8981\u6dfb\u52a0\u4e00\u4e2a\u7528\u6237\u8ba4\u8bc1\u63a5\u53e3\u3002\u4f60\u53ea\u9700\u8f93\u5165\u201cdef login\u201d\uff0cCodeium\u4f1a\u7acb\u523b\u8865\u5168\u6574\u4e2a\u51fd\u6570\uff0c\u5305\u62ec\u53c2\u6570\u6821\u9a8c\u3001\u6570\u636e\u5e93\u67e5\u8be2\u3001\u5bc6\u7801\u54c8\u5e0c\u6bd4\u5bf9\u3001\u5f02\u5e38\u5904\u7406\uff0c\u751a\u81f3\u5e2e\u4f60\u52a0\u4e0aJWT token\u751f\u6210\u903b\u8f91\u3002\u5b9e\u6d4b\uff0c\u4e00\u4e2a\u9700\u898130\u884c\u4ee3\u7801\u7684\u63a5\u53e3\uff0c\u4f60\u53ea\u9700\u8981\u51995\u884c\u6838\u5fc3\u903b\u8f91\uff0c\u5176\u4f59\u5168\u7531Codeium\u81ea\u52a8\u751f\u6210\u3002<\/p>\n
2. \u4fee\u590d\u9057\u7559\u4ee3\u7801bug\uff1a\u4f60\u63a5\u624b\u4e00\u4e2a\u8001\u9879\u76ee\uff0c\u770b\u5230\u4e00\u4e2a\u51fd\u6570\u903b\u8f91\u6df7\u4e71\u3002\u9009\u4e2d\u90a3\u6bb5\u4ee3\u7801\uff0c\u53f3\u952e\u9009\u62e9\u201cCodeium Chat\u201d\uff0c\u8f93\u5165\u201c\u8fd9\u4e2a\u51fd\u6570\u6709\u4ec0\u4e48\u95ee\u9898\uff1f\u201d\uff0c\u5b83\u4f1a\u5206\u6790\u4ee3\u7801\u5e76\u6307\u51fa\u53ef\u80fd\u7684bug\uff08\u6bd4\u5982\u672a\u5904\u7406\u7684\u8fb9\u754c\u6761\u4ef6\u3001\u5185\u5b58\u6cc4\u6f0f\u98ce\u9669\u3001\u4e0d\u6b63\u786e\u7684\u7c7b\u578b\u8f6c\u6362\uff09\u3002\u66f4\u5b9e\u7528\u7684\u662f\uff0c\u5b83\u8fd8\u4f1a\u7ed9\u51fa\u4fee\u590d\u5efa\u8bae\uff0c\u5e76\u76f4\u63a5\u751f\u6210\u53ef\u66ff\u6362\u7684\u4ee3\u7801\u5757\u3002<\/p>\n
3. \u5b66\u4e60\u65b0\u6846\u67b6\uff1a\u4f60\u60f3\u5c1d\u8bd5React Hooks\uff0c\u4f46\u8bb0\u4e0d\u6e05useEffect\u7684\u4f9d\u8d56\u6570\u7ec4\u5199\u6cd5\u3002\u5728VS Code\u91cc\uff0c\u4f60\u53ea\u9700\u5728\u6ce8\u91ca\u91cc\u5199\u201c\/\/ React useEffect with cleanup\u201d\uff0cCodeium\u4f1a\u7acb\u5373\u8865\u5168\u5b8c\u6574\u7684useEffect\u793a\u4f8b\uff0c\u5305\u62ec\u8fd4\u56de\u6e05\u7406\u51fd\u6570\u3001\u4f9d\u8d56\u6570\u7ec4\u7684\u6b63\u786e\u4f7f\u7528\u65b9\u5f0f\u3002\u8fd9\u6bd4\u7ffb\u6587\u6863\u5feb\u5f97\u591a\uff0c\u800c\u4e14\u4e0a\u4e0b\u6587\u5b8c\u5168\u5339\u914d\u4f60\u5f53\u524d\u7684\u4ee3\u7801\u98ce\u683c\u3002<\/p>\n
\u4e0e\u540c\u7c7b\u5de5\u5177\u6a2a\u5411\u5bf9\u6bd4<\/p>\n
\u6700\u76f4\u63a5\u7684\u7ade\u54c1\u5f53\u7136\u662fGitHub Copilot\u3002Copilot\u7684\u4f18\u52bf\u5728\u4e8eOpenAI Codex\u6a21\u578b\u66f4\u6210\u719f\uff0c\u5728\u590d\u6742\u903b\u8f91\u63a8\u7406\u548c\u957f\u4e0a\u4e0b\u6587\u7406\u89e3\u4e0a\u7565\u80dc\u4e00\u7b79\u3002\u4f46\u5b83\u7684\u7f3a\u70b9\u4e5f\u660e\u663e\uff1a\u6536\u8d39\uff08\u4e2a\u4eba\u7248\u6bcf\u670810\u7f8e\u5143\uff0c\u4f01\u4e1a\u7248\u66f4\u8d35\uff09\uff0c\u4e14\u5728\u4e2d\u56fd\u5927\u9646\u8bbf\u95ee\u4e0d\u7a33\u5b9a\uff08\u9700\u8981\u826f\u597d\u7684\u7f51\u7edc\u73af\u5883\uff09\u3002<\/p>\n
\u53e6\u4e00\u4e2a\u7ade\u54c1\u662fTabnine\uff0c\u5b83\u5f3a\u8c03\u672c\u5730\u90e8\u7f72\u548c\u9690\u79c1\u4fdd\u62a4\uff0c\u9002\u5408\u4f01\u4e1a\u5ba2\u6237\u3002\u4f46Tabnine\u7684\u514d\u8d39\u7248\u529f\u80fd\u53d7\u9650\u4e25\u91cd\uff0c\u53ea\u652f\u6301\u57fa\u7840\u8865\u5168\uff0c\u9ad8\u7ea7\u529f\u80fd\u9700\u8981\u4ed8\u8d39\u3002\u800c\u4e14\u5b83\u7684\u8865\u5168\u901f\u5ea6\u5728\u5927\u578b\u9879\u76ee\u4e2d\u660e\u663e\u6162\u4e8eCodeium\u3002<\/p>\n
Codeium\u7684\u5dee\u5f02\u5316\u4f18\u52bf\u5728\u4e8e\uff1a\u5b8c\u5168\u514d\u8d39\uff08\u5305\u62ec\u65e0\u4ee3\u7801\u884c\u6570\u9650\u5236\u3001\u65e0\u4f1a\u8bdd\u6b21\u6570\u9650\u5236\uff09\u3001\u591aIDE\u539f\u751f\u652f\u6301\uff08\u751a\u81f3\u5305\u62ecSublime Text\u548cEmacs\u8fd9\u79cd\u5c0f\u4f17\u7f16\u8f91\u5668\uff09\u3001\u4ee5\u53ca\u5185\u7f6e\u7684\u4ee3\u7801\u641c\u7d22\u529f\u80fd\uff08\u53ef\u4ee5\u5feb\u901f\u68c0\u7d22\u9879\u76ee\u5185\u6216\u516c\u5171\u4ee3\u7801\u5e93\u4e2d\u7684\u4ee3\u7801\u7247\u6bb5\uff09\u3002Copilot\u548cTabnine\u90fd\u6ca1\u6709\u8fd9\u4e2a\u529f\u80fd\u3002<\/p>\n
\u5b9a\u4ef7\u6027\u4ef7\u6bd4\u5206\u6790<\/p>\n
Codeium\u7684\u5b9a\u4ef7\u7b56\u7565\u975e\u5e38\u7b80\u5355\u7c97\u66b4\uff1a\u4e2a\u4eba\u7528\u6237\u6c38\u4e45\u514d\u8d39\u3002\u5bf9\u4e8e\u5b66\u751f\u3001\u72ec\u7acb\u5f00\u53d1\u8005\u3001\u5c0f\u56e2\u961f\u6765\u8bf4\uff0c\u8fd9\u7b80\u76f4\u662f\u4e00\u4efd\u5927\u793c\u3002\u4f60\u9700\u8981\u505a\u7684\u53ea\u662f\u6ce8\u518c\u4e00\u4e2a\u8d26\u53f7\uff08\u652f\u6301GitHub\u767b\u5f55\uff09\uff0c\u7136\u540e\u5b89\u88c5\u63d2\u4ef6\uff0c\u5373\u53ef\u4eab\u53d7\u6240\u6709\u6838\u5fc3\u529f\u80fd\u3002<\/p>\n
\u5bf9\u6bd4\u4e00\u4e0b\uff1aCopilot\u4e2a\u4eba\u7248\u4e00\u5e74120\u7f8e\u5143\uff0cTabnine\u4e13\u4e1a\u7248\u4e00\u5e74144\u7f8e\u5143\u3002\u5982\u679c\u4f7f\u7528Codeium\uff0c\u4f60\u6bcf\u5e74\u7701\u4e0b\u7684\u94b1\u591f\u4e70\u4e24\u4e09\u4e2a\u57df\u540d\u6216\u8005\u4e00\u676f\u597d\u5496\u5561\u3002\u800c\u4e14\uff0cCodeium\u7684\u4f01\u4e1a\u7248\uff08\u9488\u5bf9\u516c\u53f8\u56e2\u961f\uff09\u4e5f\u624d\u6bcf\u670815\u7f8e\u5143\/\u4eba\uff0c\u6bd4Copilot\u4f01\u4e1a\u7248\uff08\u6bcf\u670819\u7f8e\u5143\uff09\u4fbf\u5b9c20%\u4ee5\u4e0a\u3002<\/p>\n
\u552f\u4e00\u9700\u8981\u6ce8\u610f\u7684\uff1a\u514d\u8d39\u7248\u6ca1\u6709SLA\uff08\u670d\u52a1\u7b49\u7ea7\u534f\u8bae\uff09\uff0c\u5982\u679cCodeium\u7684\u670d\u52a1\u5668\u5076\u5c14\u62bd\u98ce\uff08\u867d\u7136\u5f88\u5c11\u53d1\u751f\uff09\uff0c\u4f60\u53ea\u80fd\u7b49\u5b83\u6062\u590d\u3002\u4f46\u5bf9\u4e8e\u4e2a\u4eba\u5f00\u53d1\u8005\u6765\u8bf4\uff0c\u8fd9\u51e0\u4e4e\u4e0d\u662f\u95ee\u9898\u3002<\/p>\n
\u9002\u5408\u4eba\u7fa4\u4e0e\u4e0d\u9002\u5408\u4eba\u7fa4<\/p>\n
\u9002\u5408\u4eba\u7fa4\uff1a\u9884\u7b97\u6709\u9650\u7684\u5b66\u751f\u548c\u72ec\u7acb\u5f00\u53d1\u8005\uff1b\u9700\u8981\u5feb\u901f\u539f\u578b\u9a8c\u8bc1\u7684\u6781\u5ba2\uff1b\u4f7f\u7528\u5c0f\u4f17\u7f16\u8f91\u5668\uff08\u5982Neovim\uff09\u7684\u786c\u6838\u7a0b\u5e8f\u5458\uff1b\u5bf9\u6570\u636e\u9690\u79c1\u8981\u6c42\u4e0d\u9ad8\u7684\u4e2d\u5c0f\u56e2\u961f\u3002<\/p>\n
\u4e0d\u9002\u5408\u4eba\u7fa4\uff1a\u5bf9\u4ee3\u7801\u751f\u6210\u8d28\u91cf\u8981\u6c42\u6781\u9ad8\u3001\u65e0\u6cd5\u5bb9\u5fcd\u4efb\u4f55\u9519\u8bef\u7684\u4f01\u4e1a\u7ea7\u9879\u76ee\uff08\u5efa\u8bae\u7528Copilot\u6216\u4ed8\u8d39\u7248Tabnine\uff09\uff1b\u9700\u8981\u5b8c\u5168\u79bb\u7ebf\u90e8\u7f72\u7684\u653f\u5e9c\/\u91d1\u878d\u673a\u6784\uff08Codeium\u4f9d\u8d56\u4e91\u7aef\u63a8\u7406\uff09\uff1b\u82f1\u8bed\u6c34\u5e73\u6709\u9650\u3001\u4e60\u60ef\u4e2d\u6587\u6ce8\u91ca\u7684\u5f00\u53d1\u8005\uff08Codeium\u5bf9\u4e2d\u6587\u6ce8\u91ca\u7684\u652f\u6301\u4e0d\u5982Copilot\u7a33\u5b9a\uff0c\u5076\u5c14\u4f1a\u51fa\u73b0\u8865\u5168\u7684\u4ee3\u7801\u903b\u8f91\u4e0e\u4e2d\u6587\u6ce8\u91ca\u610f\u56fe\u4e0d\u7b26\u7684\u60c5\u51b5\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\u514d\u8d39\u4e14\u9ad8\u6548\uff0cCopilot\u7684\u6700\u4f73\u5e73\u66ff\u3002<\/p>\n
\u9002\u7528\u573a\u666f\u6807\u7b7e\uff1a\u4ee3\u7801\u5f00\u53d1\/\u5b66\u4e60\u8f85\u52a9\/\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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