{"id":1096,"date":"2026-05-04T12:16:15","date_gmt":"2026-05-04T04:16:15","guid":{"rendered":"https:\/\/nav.aichuangzuoshe.com\/index.php\/2026\/05\/04\/github-copilot%ef%bc%9aai%e7%bc%96%e7%a8%8b%e7%9a%84%e9%9a%90%e5%bd%a2%e5%89%af%e9%a9%be\/"},"modified":"2026-05-04T12:16:15","modified_gmt":"2026-05-04T04:16:15","slug":"github-copilot%ef%bc%9aai%e7%bc%96%e7%a8%8b%e7%9a%84%e9%9a%90%e5%bd%a2%e5%89%af%e9%a9%be","status":"publish","type":"post","link":"https:\/\/nav.aichuangzuoshe.com\/index.php\/2026\/05\/04\/github-copilot%ef%bc%9aai%e7%bc%96%e7%a8%8b%e7%9a%84%e9%9a%90%e5%bd%a2%e5%89%af%e9%a9%be\/","title":{"rendered":"GitHub Copilot\uff1aAI\u7f16\u7a0b\u7684\u9690\u5f62\u526f\u9a7e"},"content":{"rendered":"<p>\u4e09\u79d2\u949f\u770b\u61c2\uff1a\u57fa\u4e8eOpenAI Codex\u6a21\u578b\uff0c\u76f4\u63a5\u5d4c\u5165\u7f16\u8f91\u5668\uff0c\u6839\u636e\u4e0a\u4e0b\u6587\u5b9e\u65f6\u9884\u6d4b\u5e76\u8865\u5168\u6574\u6bb5\u4ee3\u7801\uff0c\u662f\u5199\u4ee3\u7801\u7684\u8d85\u7ea7\u5916\u6302\u3002<\/p>\n<p>\u6df1\u5ea6\u8bc4\u6d4b\u6b63\u6587\uff1a<\/p>\n<p>\u5982\u679c\u8bf42023\u5e74AI\u7f16\u7a0b\u52a9\u624b\u662f\u201c\u9526\u4e0a\u6dfb\u82b1\u201d\uff0c\u90a3GitHub Copilot\u5df2\u7ecf\u628a\u6807\u51c6\u62c9\u5230\u4e86\u201c\u96ea\u4e2d\u9001\u70ad\u201d\u3002\u4f5c\u4e3a\u5fae\u8f6f\u548cGitHub\u7684\u5ae1\u7cfb\u4ea7\u54c1\uff0c\u5b83\u76f4\u63a5\u5bc4\u751f\u5728VSCode\u91cc\uff0c\u50cf\u4e00\u4e2a24\u5c0f\u65f6\u5728\u7ebf\u7684\u8d44\u6df1\u7a0b\u5e8f\u5458\uff0c\u65f6\u523b\u76ef\u7740\u4f60\u6572\u952e\u76d8\uff0c\u7136\u540e\u9ed8\u9ed8\u5730\u9012\u4e0a\u4f60\u4e0b\u4e00\u6b65\u6700\u53ef\u80fd\u5199\u7684\u4ee3\u7801\u3002\u8fd9\u79cd\u4f53\u9a8c\uff0c\u4e00\u65e6\u4e60\u60ef\u4e86\uff0c\u5c31\u771f\u7684\u56de\u4e0d\u53bb\u4e86\u3002<\/p>\n<p>\u6838\u5fc3\u529f\u80fd\u4e0e\u6280\u672f\u4eae\u70b9<\/p>\n<p>Copilot\u7684\u6838\u5fc3\u5f15\u64ce\u662fOpenAI\u7684Codex\u6a21\u578b\uff0c\u8fd9\u4e2a\u6a21\u578b\u7ecf\u8fc7\u6d77\u91cf\u516c\u5f00\u4ee3\u7801\uff08\u5305\u62ecGitHub\u4e0a\u7684\u5f00\u6e90\u9879\u76ee\uff09\u7684\u8bad\u7ec3\uff0c\u5bf9\u4ee3\u7801\u8bed\u6cd5\u3001\u6a21\u5f0f\u3001\u751a\u81f3\u5e38\u89c1\u7684Bug\u9677\u9631\u90fd\u4e86\u5982\u6307\u638c\u3002\u5b83\u7684\u6280\u672f\u4eae\u70b9\u975e\u5e38\u5b9e\u5728\uff1a<\/p>\n<p>1.  \u4e0a\u4e0b\u6587\u611f\u77e5\u7684\u4ee3\u7801\u8865\u5168\uff1a\u8fd9\u662fCopilot\u7684\u770b\u5bb6\u672c\u9886\u3002\u5b83\u4e0d\u53ea\u662f\u8865\u5168\u4f60\u6b63\u5728\u6572\u7684\u51fd\u6570\u540d\uff0c\u800c\u662f\u80fd\u6839\u636e\u4f60\u5f53\u524d\u6587\u4ef6\u3001\u751a\u81f3\u5176\u4ed6\u76f8\u5173\u6587\u4ef6\uff08\u6bd4\u5982\u4e00\u4e2aReact\u7ec4\u4ef6\u6587\u4ef6\u548c\u4e00\u4e2aCSS\u6587\u4ef6\uff09\u7684\u4e0a\u4e0b\u6587\uff0c\u9884\u6d4b\u4f60\u63a5\u4e0b\u6765\u8981\u5199\u4ec0\u4e48\u3002\u6bd4\u5982\u4f60\u5199\u4e86\u4e00\u4e2a\u51fd\u6570\u540d`fetchUserData`\uff0c\u5b83\u53ef\u80fd\u76f4\u63a5\u7ed9\u4f60\u8865\u5168\u6574\u4e2a\u5f02\u6b65\u8bf7\u6c42\u3001\u9519\u8bef\u5904\u7406\u3001\u6570\u636e\u89e3\u6790\u7684\u5b8c\u6574\u51fd\u6570\u4f53\u3002<\/p>\n<p>2.  \u591a\u8bed\u8a00\u652f\u6301\uff1a\u5b98\u65b9\u5ba3\u79f0\u652f\u6301\u51e0\u4e4e\u6240\u6709\u4e3b\u6d41\u7f16\u7a0b\u8bed\u8a00\uff0c\u4ecePython\u3001JavaScript\u3001TypeScript\u5230Go\u3001Rust\u3001Ruby\u3001C++\u7b49\u3002\u867d\u7136\u5bf9\u51b7\u95e8\u8bed\u8a00\uff08\u6bd4\u5982Haskell\u3001Erlang\uff09\u7684\u652f\u6301\u6548\u679c\u4f1a\u6253\u6298\u6263\uff0c\u4f46\u5bf9\u7edd\u5927\u591a\u6570\u5f00\u53d1\u8005\u6765\u8bf4\uff0c\u8986\u76d6\u5ea6\u5df2\u7ecf\u8db3\u591f\u3002<\/p>\n<p>3.  Chat\u6a21\u5f0f\uff08Copilot Chat\uff09\uff1a2023\u5e74\u63a8\u51fa\u7684\u91cd\u5927\u66f4\u65b0\u3002\u4f60\u53ef\u4ee5\u5728\u7f16\u8f91\u5668\u91cc\u76f4\u63a5\u8ddfCopilot\u5bf9\u8bdd\uff0c\u95ee\u201c\u8fd9\u4e2a\u51fd\u6570\u600e\u4e48\u4f18\u5316\uff1f\u201d\u3001\u201c\u89e3\u91ca\u4e00\u4e0b\u8fd9\u6bb5\u6b63\u5219\u8868\u8fbe\u5f0f\u201d\u3001\u201c\u5e2e\u6211\u5199\u4e00\u4e2a\u5355\u5143\u6d4b\u8bd5\u201d\u3002\u5b83\u4e0d\u518d\u662f\u5355\u5411\u7684\u4ee3\u7801\u8865\u5168\uff0c\u800c\u662f\u4e00\u4e2a\u53ef\u4ee5\u4ea4\u4e92\u7684\u7f16\u7a0b\u5bfc\u5e08\u3002<\/p>\n<p>4.  \u591a\u884c\u8865\u5168\u4e0e\u4ee3\u7801\u5757\u751f\u6210\uff1a\u4ece\u5355\u884c\u8865\u5168\u8fdb\u5316\u5230\u80fd\u751f\u6210\u5b8c\u6574\u7684\u51fd\u6570\u3001\u7c7b\u3001\u751a\u81f3\u6574\u4e2a\u7b97\u6cd5\u3002\u4f60\u53ea\u9700\u8981\u5199\u4e00\u4e2a\u6e05\u6670\u7684\u51fd\u6570\u7b7e\u540d\u6216\u6ce8\u91ca\uff08\u6bd4\u5982 `\/\/ \u5b9e\u73b0\u4e00\u4e2a\u5feb\u901f\u6392\u5e8f\u7b97\u6cd5`\uff09\uff0c\u5b83\u5c31\u80fd\u76f4\u63a5\u8f93\u51fa\u5341\u51e0\u884c\u751a\u81f3\u51e0\u5341\u884c\u4ee3\u7801\u3002<\/p>\n<p>\u5178\u578b\u4f7f\u7528\u573a\u666f<\/p>\n<p>1.  \u811a\u672c\u5f00\u53d1\u4e0e\u91cd\u590d\u52b3\u52a8\uff1a\u8fd9\u662fCopilot\u6700\u723d\u7684\u573a\u666f\u3002\u6bd4\u5982\u4f60\u8981\u5199\u4e00\u4e2aPython\u811a\u672c\uff0c\u6279\u91cf\u91cd\u547d\u540d\u6587\u4ef6\u5939\u91cc\u7684\u6240\u6709\u56fe\u7247\u6587\u4ef6\u3002\u4f60\u4e0d\u7528\u624b\u52a8\u5199os.walk\u5faa\u73af\u548c\u5b57\u7b26\u4e32\u62fc\u63a5\uff0c\u53ea\u9700\u8981\u5199\u4e2a\u6ce8\u91ca `\u904d\u5386\u5f53\u524d\u76ee\u5f55\u4e0b\u7684\u6240\u6709jpg\u6587\u4ef6\uff0c\u91cd\u547d\u540d\u4e3aimage_001.jpg\u683c\u5f0f`\uff0cCopilot\u76f4\u63a5\u7ed9\u4f60\u751f\u6210\u5b8c\u6574\u7684\u4ee3\u7801\uff0c\u4f60\u53ea\u9700\u8981\u68c0\u67e5\u4e00\u4e0b\u903b\u8f91\u3002<\/p>\n<p>2.  \u5b66\u4e60\u65b0\u6846\u67b6\/\u8bed\u8a00\uff1a\u5f53\u4f60\u5728\u5199\u4e00\u4e2a\u4e0d\u592a\u719f\u6089\u7684\u6846\u67b6\uff08\u6bd4\u5982React Hooks\u6216Vue 3 Composition API\uff09\u65f6\uff0cCopilot\u5c31\u50cf\u4e00\u4e2a\u73b0\u573a\u7ffb\u8bd1\u3002\u4f60\u5199\u4e2a`useState`\uff0c\u5b83\u81ea\u52a8\u7ed9\u4f60\u8865\u5168\u72b6\u6001\u5b9a\u4e49\u548c\u66f4\u65b0\u51fd\u6570\uff1b\u4f60\u5199\u4e2a`axios.get`\uff0c\u5b83\u76f4\u63a5\u7ed9\u4f60\u8865\u5168then\/catch\u94fe\u3002\u8fd9\u5927\u5e45\u5ea6\u964d\u4f4e\u4e86\u5b66\u4e60\u65b0\u6280\u672f\u7684\u8bd5\u9519\u6210\u672c\u3002<\/p>\n<p>3.  \u5199\u5355\u5143\u6d4b\u8bd5\uff1a\u5f88\u591a\u5f00\u53d1\u8005\u7684\u5669\u68a6\u3002\u4f60\u5199\u4e00\u4e2a\u6d4b\u8bd5\u51fd\u6570\u540d `def test_user_registration():`\uff0cCopilot\u80fd\u6839\u636e\u4f60\u4e4b\u524d\u5199\u7684\u4e1a\u52a1\u4ee3\u7801\uff0c\u81ea\u52a8\u751f\u6210\u6a21\u62df\u6570\u636e\u3001\u65ad\u8a00\u6761\u4ef6\u548c\u6d4b\u8bd5\u7528\u4f8b\u3002\u867d\u7136\u4e0d\u4e00\u5b9a\u5b8c\u5168\u51c6\u786e\uff0c\u4f46\u751f\u6210\u4e00\u4e2a80%\u6b63\u786e\u7684\u9aa8\u67b6\uff0c\u4f60\u624b\u52a8\u5fae\u8c03\uff0c\u6548\u7387\u76f4\u63a5\u7ffb\u500d\u3002<\/p>\n<p>\u4e0e\u540c\u7c7b\u5de5\u5177\u6a2a\u5411\u5bf9\u6bd4<\/p>\n<p>Copilot\u6700\u5927\u7684\u7ade\u4e89\u5bf9\u624b\u662fAmazon CodeWhisperer\u548cTabnine\u3002<\/p>\n<p>&#8211;   Amazon CodeWhisperer\uff1a\u5bf9AWS\u751f\u6001\uff08Lambda\u3001S3\u3001DynamoDB\uff09\u7684\u96c6\u6210\u5ea6\u6781\u9ad8\uff0c\u5982\u679c\u4f60\u91cd\u5ea6\u4f7f\u7528AWS\uff0c\u5b83\u53ef\u80fd\u66f4\u987a\u624b\u3002\u800c\u4e14\u5b83\u514d\u8d39\uff0c\u5bf9\u4e2a\u4eba\u5f00\u53d1\u8005\u975e\u5e38\u53cb\u597d\u3002\u4f46\u6574\u4f53\u4ee3\u7801\u8865\u5168\u7684\u51c6\u786e\u7387\u548c\u4e0a\u4e0b\u6587\u7406\u89e3\u80fd\u529b\uff0cCopilot\u4f9d\u7136\u9886\u5148\u534a\u4e2a\u8eab\u4f4d\u3002<\/p>\n<p>&#8211;   Tabnine\uff1a\u4e3b\u6253\u9690\u79c1\u548c\u672c\u5730\u90e8\u7f72\uff0c\u652f\u6301\u79bb\u7ebf\u6a21\u578b\uff0c\u9002\u5408\u5bf9\u4ee3\u7801\u5b89\u5168\u8981\u6c42\u6781\u9ad8\u7684\u4f01\u4e1a\u3002\u4f46\u5b83\u7684\u8865\u5168\u8d28\u91cf\uff0c\u5c24\u5176\u5728\u751f\u6210\u590d\u6742\u903b\u8f91\u65f6\uff0c\u660e\u663e\u4e0d\u5982Copilot\u6d41\u7545\u548c\u667a\u80fd\u3002Copilot\u66f4\u50cf\u4e00\u4e2a\u201c\u521b\u9020\u8005\u201d\uff0cTabnine\u66f4\u50cf\u4e00\u4e2a\u201c\u8865\u5b8c\u8005\u201d\u3002<\/p>\n<p>\u5b9a\u4ef7\u6027\u4ef7\u6bd4\u5206\u6790<\/p>\n<p>Copilot\u73b0\u5728\u5b9a\u4ef7\u662f\u6bcf\u670810\u7f8e\u5143\uff08\u4e2a\u4eba\u7248\uff09\uff0c\u6216\u8005\u6bcf\u5e74100\u7f8e\u5143\u3002\u5bf9\u4e8e\u804c\u4e1a\u7a0b\u5e8f\u5458\u6765\u8bf4\uff0c\u8fd9\u4e2a\u4ef7\u683c\u7b80\u76f4\u662f\u767d\u83dc\u4ef7\u3002\u4f60\u60f3\u60f3\uff0c\u5b83\u6bcf\u5929\u5e2e\u4f60\u7701\u4e0b\u7684\u65f6\u95f4\uff0c\u53ef\u80fd\u4ef7\u503c\u51e0\u5341\u751a\u81f3\u51e0\u767e\u7f8e\u5143\u3002\u5bf9\u5b66\u751f\u548c\u5f00\u6e90\u7ef4\u62a4\u8005\uff0cGitHub\u63d0\u4f9b\u514d\u8d39\u4f7f\u7528\uff0c\u975e\u5e38\u826f\u5fc3\u3002<\/p>\n<p>\u552f\u4e00\u7684\u69fd\u70b9\u662f\uff0c\u5982\u679c\u4f60\u53ea\u662f\u5076\u5c14\u5199\u51e0\u884c\u4ee3\u7801\u7684\u4e1a\u4f59\u7231\u597d\u8005\uff0c10\u7f8e\u5143\/\u6708\u53ef\u80fd\u6709\u70b9\u8d35\u3002\u4f46\u5982\u679c\u4f60\u662f\u6bcf\u5929\u5199\u4ee3\u7801\u7684\u5f00\u53d1\u8005\uff0c\u8fd9\u7b14\u6295\u8d44\u56de\u62a5\u7387\u6781\u9ad8\u3002<\/p>\n<p>\u9002\u5408\u4eba\u7fa4\u4e0e\u4e0d\u9002\u5408\u4eba\u7fa4<\/p>\n<p>&#8211; 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