{"id":289,"date":"2026-04-20T12:33:24","date_gmt":"2026-04-20T04:33:24","guid":{"rendered":"https:\/\/nav.aichuangzuoshe.com\/index.php\/2026\/04\/20\/github-copilot%ef%bc%9a%e4%bd%a0%e7%9a%84-ai-%e7%bb%93%e5%af%b9%e7%bc%96%e7%a8%8b%e4%bc%99%e4%bc%b4\/"},"modified":"2026-04-20T12:33:24","modified_gmt":"2026-04-20T04:33:24","slug":"github-copilot%ef%bc%9a%e4%bd%a0%e7%9a%84-ai-%e7%bb%93%e5%af%b9%e7%bc%96%e7%a8%8b%e4%bc%99%e4%bc%b4","status":"publish","type":"post","link":"https:\/\/nav.aichuangzuoshe.com\/index.php\/2026\/04\/20\/github-copilot%ef%bc%9a%e4%bd%a0%e7%9a%84-ai-%e7%bb%93%e5%af%b9%e7%bc%96%e7%a8%8b%e4%bc%99%e4%bc%b4\/","title":{"rendered":"GitHub Copilot\uff1a\u4f60\u7684 AI \u7ed3\u5bf9\u7f16\u7a0b\u4f19\u4f34"},"content":{"rendered":"<p>\u4e09\u79d2\u949f\u770b\u61c2\uff1a\u57fa\u4e8e\u6d77\u91cf\u5f00\u6e90\u4ee3\u7801\u8bad\u7ec3\u7684AI\u7f16\u7a0b\u526f\u9a7e\u9a76\uff0c\u80fd\u6839\u636e\u6ce8\u91ca\u548c\u4e0a\u4e0b\u6587\u81ea\u52a8\u751f\u6210\u6574\u884c\u6216\u6574\u6bb5\u4ee3\u7801\uff0c\u6781\u5927\u63d0\u5347\u5f00\u53d1\u6548\u7387\u3002<\/p>\n<p>\u6df1\u5ea6\u8bc4\u6d4b\u6b63\u6587\uff1a<\/p>\n<p>\u4f5c\u4e3a\u5fae\u8f6f\u548cGitHub\u8054\u624b\u6253\u9020\u7684\u660e\u661f\u4ea7\u54c1\uff0cGitHub Copilot 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\u7684\u6838\u5fc3\u529f\u80fd\u76f4\u89c2\u800c\u5f3a\u5927\uff1a\u4ee3\u7801\u81ea\u52a8\u8865\u5168\u4e0e\u751f\u6210\u3002\u4f60\u53ea\u9700\u5728\u7f16\u8f91\u5668\u4e2d\u8f93\u5165\u6ce8\u91ca\uff08\u7528\u81ea\u7136\u8bed\u8a00\u63cf\u8ff0\u4f60\u60f3\u5b9e\u73b0\u7684\u529f\u80fd\uff09\u6216\u8005\u5f00\u59cb\u6572\u51fb\u51e0\u884c\u4ee3\u7801\uff0cCopilot \u5c31\u4f1a\u5728\u4fa7\u8fb9\u680f\u63d0\u4f9b\u4e00\u5230\u591a\u4e2a\u4ee3\u7801\u5efa\u8bae\u3002\u4f60\u53ef\u4ee5\u7528 `Tab` \u952e\u4e00\u952e\u91c7\u7eb3\uff0c\u6216\u8005\u7ee7\u7eed\u8f93\u5165\u4ee5\u83b7\u53d6\u66f4\u7cbe\u51c6\u7684\u5efa\u8bae\u3002<\/p>\n<p>\u5b83\u7684\u6280\u672f\u4eae\u70b9\u5728\u4e8e\u5176 \u201c\u7ed3\u5bf9\u7f16\u7a0b\u201d 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\u4e0a\u516c\u5f00\u4ed3\u5e93\u7684\u6df1\u5ea6\u5173\u8054\u4e4b\u4e0a\uff0c\u8ba9\u5b83\u80fd\u201c\u5b66\u4e60\u201d\u5230\u6700\u65b0\u7684\u4ee3\u7801\u6a21\u5f0f\u548c\u6700\u4f73\u5b9e\u8df5\u3002<\/p>\n<p>\u5178\u578b\u4f7f\u7528\u573a\u666f<\/p>\n<p>1.  \u5feb\u901f\u539f\u578b\u5f00\u53d1\u4e0e\u811a\u624b\u67b6\u642d\u5efa\uff1a\u5f53\u4f60\u9700\u8981\u521b\u5efa\u4e00\u4e2a\u65b0\u7684 API \u7aef\u70b9\u3001\u4e00\u4e2a React \u7ec4\u4ef6\u6216\u4e00\u4e2a\u6570\u636e\u5904\u7406\u811a\u672c\u65f6\uff0c\u53ea\u9700\u5199\u4e0b\u5982\u201c\u521b\u5efa\u4e00\u4e2a FastAPI \u7aef\u70b9\uff0c\u63a5\u6536\u7528\u6237 ID \u5e76\u8fd4\u56de\u7528\u6237\u4fe1\u606f\u201d\u7684\u6ce8\u91ca\uff0cCopilot \u51e0\u4e4e\u80fd\u77ac\u95f4\u751f\u6210\u7ed3\u6784\u5b8c\u6574\u3001\u53ef\u8fd0\u884c\u7684\u4ee3\u7801\u9aa8\u67b6\uff0c\u7701\u53bb\u4e86\u67e5\u9605\u6587\u6863\u548c\u624b\u52a8\u6572\u51fb\u6837\u677f\u4ee3\u7801\u7684\u65f6\u95f4\u3002<\/p>\n<p>2.  \u7f16\u5199\u5355\u5143\u6d4b\u8bd5\u548c\u6587\u6863\u5b57\u7b26\u4e32\uff1a\u8fd9\u662f Copilot \u7684\u5f3a\u9879\u3002\u7ed9\u4e00\u4e2a\u51fd\u6570\uff0c\u8ba9\u5b83\u201c\u751f\u6210 pytest \u5355\u5143\u6d4b\u8bd5\u201d\uff0c\u6216\u8005\u7b80\u5355\u8f93\u5165 `&#8221;&#8221;&#8221;` \u89e6\u53d1\u6587\u6863\u5b57\u7b26\u4e32\u751f\u6210\uff0c\u5b83\u90fd\u80fd\u63d0\u4f9b\u9ad8\u8d28\u91cf\u7684\u8f93\u51fa\u3002\u8fd9\u80fd\u5c06\u5f00\u53d1\u8005\u4ece\u7e41\u7410\u3001\u91cd\u590d\u4f46\u5fc5\u8981\u7684\u4efb\u52a1\u4e2d\u89e3\u653e\u51fa\u6765\u3002<\/p>\n<p>3.  \u5b66\u4e60\u65b0\u8bed\u8a00\u6216\u6846\u67b6\uff1a\u5bf9\u4e8e\u521d\u5b66\u8005\u6216\u9700\u8981\u63a5\u89e6\u65b0\u6280\u672f\u7684\u5f00\u53d1\u8005\uff0cCopilot \u662f\u4e00\u4e2a\u7edd\u4f73\u7684\u201c\u5b9e\u65f6\u6559\u7a0b\u201d\u3002\u5f53\u4f60\u4e0d\u786e\u5b9a\u67d0\u4e2a\u5e93\u7684\u51fd\u6570\u7528\u6cd5\u65f6\uff0c\u5f00\u59cb\u8f93\u5165\uff0cCopilot \u7ed9\u51fa\u7684\u8865\u5168\u5efa\u8bae\u672c\u8eab\u5c31\u662f\u4e00\u79cd\u5b66\u4e60\u548c\u9a8c\u8bc1\u7684\u65b9\u5f0f\uff0c\u6bd4\u4e0d\u505c\u5207\u6362\u6d4f\u89c8\u5668\u53bb\u641c\u7d22\u8981\u9ad8\u6548\u5f97\u591a\u3002<\/p>\n<p>\u4e0e\u540c\u7c7b\u5de5\u5177\u6a2a\u5411\u5bf9\u6bd4<\/p>\n<p>\u4e0e Amazon CodeWhisperer \u76f8\u6bd4\uff0cCopilot \u7684\u4f18\u52bf\u5728\u4e8e\u5176\u66f4\u65e9\u7684\u5e02\u573a\u5207\u5165\u3001\u66f4\u5e9e\u5927\u7684\u7528\u6237\u57fa\u6570\u4ee5\u53ca\u66f4\u6210\u719f\u7684\u751f\u6001\u96c6\u6210\uff08\u5c24\u5176\u662f\u4e0e VSCode \u548c GitHub \u7684\u65e0\u7f1d\u7ed3\u5408\uff09\u3002CodeWhisperer \u5728 AWS \u670d\u52a1\u96c6\u6210\u548c\u5b89\u5168\u6027\uff08\u81ea\u5e26\u4ee3\u7801\u5f15\u7528\u6eaf\u6e90\uff09\u65b9\u9762\u6709\u7279\u8272\uff0c\u4f46 Copilot \u5728\u4ee3\u7801\u751f\u6210\u7684\u201c\u667a\u80fd\u611f\u201d\u548c\u591a\u6837\u6027\u4e0a\u901a\u5e38\u88ab\u8ba4\u4e3a\u66f4\u80dc\u4e00\u7b79\u3002\u4e0e Tabnine \u8fd9\u7c7b\u4f20\u7edf\u4ee3\u7801\u8865\u5168\u5de5\u5177\u76f8\u6bd4\uff0cCopilot \u662f\u201c\u751f\u6210\u5f0f\u201d\u7684\u98de\u8dc3\uff0c\u5b83\u63d0\u4f9b\u7684\u4e0d\u662f\u7b80\u5355\u7684\u5355\u8bcd\u6216 API \u8865\u5168\uff0c\u800c\u662f\u5177\u6709\u903b\u8f91\u7684\u4ee3\u7801\u5757\uff0c\u662f\u8d28\u7684\u533a\u522b\u3002<\/p>\n<p>\u5b9a\u4ef7\u6027\u4ef7\u6bd4\u5206\u6790<\/p>\n<p>Copilot \u91c7\u7528\u8ba2\u9605\u5236\uff0c\u4e2a\u4eba\u7248\u6bcf\u6708 10 \u7f8e\u5143\uff08\u6216\u6bcf\u5e74 100 \u7f8e\u5143\uff09\u3002\u5bf9\u4e8e\u5b66\u751f\u548c\u70ed\u95e8\u5f00\u6e90\u9879\u76ee\u7684\u7ef4\u62a4\u8005\uff0cGitHub \u63d0\u4f9b\u514d\u8d39\u4f7f\u7528\u3002\u5bf9\u4e8e\u4e13\u4e1a\u5f00\u53d1\u8005\u800c\u8a00\uff0c\u6bcf\u6708 10 \u7f8e\u5143\u7684\u6295\u8d44\u6027\u4ef7\u6bd4\u6781\u9ad8\u3002\u5b83\u8282\u7701\u7684\u65f6\u95f4\u6210\u672c\u8fdc\u8fdc\u8d85\u8fc7\u8ba2\u9605\u8d39\u2014\u2014\u51cf\u5c11\u7684\u201cStack Overflow\u201d\u641c\u7d22\u65f6\u95f4\u3001\u907f\u514d\u7684\u62fc\u5199\u9519\u8bef\u3001\u52a0\u901f\u7684\u8c03\u8bd5\u8fc7\u7a0b\uff0c\u90fd\u80fd\u76f4\u63a5\u8f6c\u5316\u4e3a\u751f\u4ea7\u529b\u548c\u66f4\u65e9\u7684\u4e0b\u73ed\u65f6\u95f4\u3002\u5bf9\u4e8e\u4f01\u4e1a\u56e2\u961f\uff0c\u8fd8\u6709\u4f01\u4e1a\u7248\u65b9\u6848\uff0c\u63d0\u4f9b\u7b56\u7565\u7ba1\u7406\u3001\u5ba1\u8ba1\u7b49\u529f\u80fd\u3002<\/p>\n<p>\u9002\u5408\u4eba\u7fa4\u4e0e\u4e0d\u9002\u5408\u4eba\u7fa4<\/p>\n<p>\u9002\u5408\u4eba\u7fa4\uff1a<\/p>\n<p>*   \u5168\u6808\u53ca\u540e\u7aef\u5f00\u53d1\u8005\uff1a\u65e5\u5e38\u7f16\u7801\u4efb\u52a1\u7e41\u91cd\uff0cCopilot \u662f\u6548\u7387\u500d\u589e\u5668\u3002<\/p>\n<p>*   \u521d\u5b66\u8005\/\u7f16\u7a0b\u5b66\u4e60\u8005\uff1a\u53ef\u4ee5\u4f5c\u4e3a\u5f3a\u5927\u7684\u8f85\u52a9\u5b66\u4e60\u5de5\u5177\uff08\u4f46\u9700\u6ce8\u610f\u7406\u89e3\u751f\u6210\u7684\u4ee3\u7801\uff0c\u800c\u975e\u76f2\u76ee\u63a5\u53d7\uff09\u3002<\/p>\n<p>*   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