\u4e09\u79d2\u949f\u770b\u61c2\uff1aVSCode\u91cc\u6700\u61c2\u4f60\u7684AI\u7f16\u7a0b\u642d\u6863\uff0c\u80fd\u6839\u636e\u4e0a\u4e0b\u6587\u548c\u6ce8\u91ca\u5b9e\u65f6\u751f\u6210\u6574\u6bb5\u4ee3\u7801\uff0c\u8ba9\u5199\u4ee3\u7801\u50cf\u6253\u5b57\u4e00\u6837\u6d41\u7545\u3002<\/p>\n
\u6df1\u5ea6\u8bc4\u6d4b\u6b63\u6587<\/p>\n
\u5982\u679c\u8bf42023\u5e74\u662fAI\u7f16\u7a0b\u5de5\u5177\u7684\u5143\u5e74\uff0c\u90a3GitHub Copilot\u5c31\u662f\u90a3\u4e2a\u8e29\u7740\u4e03\u5f69\u7965\u4e91\u7684\u201c\u5e26\u5934\u5927\u54e5\u201d\u3002\u4f5c\u4e3a\u5fae\u8f6f\u4e0eGitHub\u7684\u5ae1\u7cfb\u90e8\u961f\uff0cCopilot\u81ea2021\u5e74\u53d1\u5e03\u4ee5\u6765\uff0c\u8fc5\u901f\u4ece\u201c\u73a9\u5177\u201d\u8fdb\u5316\u4e3a\u201c\u751f\u4ea7\u529b\u5de5\u5177\u201d\uff0c\u76ee\u524d\u5168\u7403\u88c5\u673a\u91cf\u7a33\u5c45\u7b2c\u4e00\uff0c\u5728VSCode\u751f\u6001\u91cc\u51e0\u4e4e\u6210\u4e86\u201c\u88c5\u4e0d\u88c5\u90fd\u884c\uff0c\u4f46\u88c5\u4e86\u771f\u9999\u201d\u7684\u9ed8\u8ba4\u914d\u7f6e\u3002<\/p>\n
\u6838\u5fc3\u529f\u80fd\u4e0e\u6280\u672f\u4eae\u70b9<\/p>\n
Copilot\u7684\u6838\u5fc3\u662f\u57fa\u4e8eOpenAI Codex\u6a21\u578b\u7684\u4ee3\u7801\u8865\u5168\u7cfb\u7edf\uff0c\u5b83\u4e0d\u50cf\u4f20\u7edfIDE\u7684\u81ea\u52a8\u8865\u5168\u53ea\u76ef\u7740\u5f53\u524d\u6587\u4ef6\u7684\u5173\u952e\u8bcd\uff0c\u800c\u662f\u80fd\u201c\u770b\u61c2\u201d\u4f60\u6574\u4e2a\u9879\u76ee\u7684\u4e0a\u4e0b\u6587\u3002\u5177\u4f53\u6765\u8bf4\uff0c\u5f53\u4f60\u5199\u4e86\u4e00\u4e2a\u51fd\u6570\u540d\u3001\u4e00\u6bb5\u6ce8\u91ca\uff0c\u751a\u81f3\u53ea\u662f\u6572\u4e86\u4e00\u4e2a\u7a7a\u884c\uff0cCopilot\u5c31\u80fd\u9884\u6d4b\u4f60\u63a5\u4e0b\u6765\u8981\u5199\u4ec0\u4e48\u3002\u5b83\u652f\u6301\u51e0\u4e4e\u6240\u6709\u4e3b\u6d41\u8bed\u8a00\uff0c\u4ecePython\u3001JavaScript\u5230Go\u3001Rust\uff0c\u751a\u81f3SQL\u548cShell\u811a\u672c\u90fd\u73a9\u5f97\u8f6c\u3002<\/p>\n
\u6280\u672f\u4e0a\uff0cCopilot\u6700\u725b\u7684\u5730\u65b9\u5728\u4e8e\u201c\u591a\u884c\u751f\u6210\u201d\u3002\u4ee5\u524d\u5199\u4e00\u4e2a\u5faa\u73af\uff0c\u4f60\u5f97\u624b\u52a8\u6572for i in range(10):\uff0c\u7136\u540e\u56de\u8f66\u518d\u5199\u5185\u90e8\u903b\u8f91\u3002\u73b0\u5728\u4f60\u5199\u4e2a\u751f\u6210\u4e00\u4e2a1\u523010\u7684\u5e73\u65b9\u5217\u8868\uff0c\u5b83\u76f4\u63a5\u5e2e\u4f60\u8865\u5168\u4e00\u884clist comprehension\u3002\u66f4\u5938\u5f20\u7684\u662f\uff0c\u5f53\u4f60\u5199\u4e00\u4e2a\u590d\u6742\u7684API\u8c03\u7528\uff0c\u5b83\u80fd\u6839\u636e\u4f60\u7684\u51fd\u6570\u7b7e\u540d\u548c\u53c2\u6570\u7c7b\u578b\u81ea\u52a8\u751f\u6210\u5b8c\u6574\u7684\u8bf7\u6c42\u4f53\uff0c\u8fde\u5f02\u5e38\u5904\u7406\u90fd\u7ed9\u4f60\u5e26\u4e0a\u3002\u5b98\u65b9\u6570\u636e\u663e\u793a\uff0cCopilot\u80fd\u5c06\u5f00\u53d1\u8005\u5199\u4ee3\u7801\u7684\u901f\u5ea6\u63d0\u534755%\uff0c\u867d\u7136\u8fd9\u4e2a\u6570\u5b57\u5728\u4e0d\u540c\u573a\u666f\u4e0b\u6d6e\u52a8\u5f88\u5927\uff0c\u4f46\u201c\u5c11\u6253\u4e00\u534a\u5b57\u201d\u7684\u4f53\u611f\u662f\u771f\u5b9e\u7684\u3002<\/p>\n
\u5178\u578b\u4f7f\u7528\u573a\u666f<\/p>\n
1. \u5feb\u901f\u539f\u578b\u5f00\u53d1<\/p>\n
\u5047\u8bbe\u4f60\u60f3\u7528Python\u5199\u4e00\u4e2a\u722c\u866b\u6293\u53d6\u67d0\u4e2a\u7f51\u7ad9\u7684\u6587\u7ae0\u6807\u9898\u3002\u4f60\u53ea\u9700\u8981\u5728\u6587\u4ef6\u5f00\u5934\u5199\u4f7f\u7528requests\u548cBeautifulSoup\u6293\u53d6\uff0c\u7136\u540e\u56de\u8f66\uff0cCopilot\u5c31\u4f1a\u81ea\u52a8\u5bfc\u5165\u5e93\u5e76\u751f\u6210\u6838\u5fc3\u722c\u53d6\u903b\u8f91\u3002\u4f60\u51e0\u4e4e\u53ea\u9700\u8981\u4fee\u4fee\u6539\u6539URL\u548c\u9009\u62e9\u5668\uff0c\u51e0\u5206\u949f\u5c31\u80fd\u8dd1\u901a\u4e00\u4e2a\u539f\u578b\u3002\u8fd9\u5728\u4ee5\u524d\u7684\u5f00\u53d1\u6d41\u7a0b\u91cc\uff0c\u81f3\u5c11\u5f97\u82b1\u534a\u5c0f\u65f6\u67e5\u6587\u6863\u3002<\/p>\n
2. \u6d4b\u8bd5\u7528\u4f8b\u7f16\u5199<\/p>\n
\u5199\u5355\u5143\u6d4b\u8bd5\u662f\u5f88\u591a\u5f00\u53d1\u8005\u7684\u5669\u68a6\uff0c\u4f46Copilot\u80fd\u628a\u5b83\u53d8\u6210\u201c\u4f60\u8bf4\u6211\u5199\u201d\u3002\u4f60\u5b9a\u4e49\u4e00\u4e2a\u6d4b\u8bd5\u7c7b\uff0c\u7136\u540e\u5199\u4e00\u4e2a\u51fd\u6570\u540dtest_get_user_returns_correct_data\uff0c\u56de\u8f66\u540eCopilot\u4f1a\u81ea\u52a8\u751f\u6210mock\u6570\u636e\u3001\u8c03\u7528\u51fd\u6570\u3001\u65ad\u8a00\u7ed3\u679c\uff0c\u751a\u81f3\u5305\u62ec\u8fb9\u754c\u60c5\u51b5\u3002\u6211\u4e00\u4e2a\u540c\u4e8b\u7528Copilot\u5199\u6d4b\u8bd5\uff0c\u6548\u7387\u7ffb\u4e86\u81f3\u5c11\u4e24\u500d\uff0c\u800c\u4e14\u4ee3\u7801\u8986\u76d6\u7387\u53cd\u800c\u66f4\u9ad8\u4e86\uff0c\u56e0\u4e3a\u5b83\u4f1a\u63d0\u793a\u4f60\u201c\u4f60\u662f\u4e0d\u662f\u5fd8\u4e86\u6d4b\u8bd5\u7a7a\u8f93\u5165\uff1f\u201d<\/p>\n
3. \u9057\u7559\u4ee3\u7801\u91cd\u6784<\/p>\n
\u63a5\u624b\u8001\u9879\u76ee\u65f6\uff0c\u7ecf\u5e38\u9047\u5230\u51e0\u767e\u884c\u7684\u201c\u5c4e\u5c71\u201d\u51fd\u6570\u3002\u4f60\u53ea\u9700\u8981\u628a\u90a3\u6bb5\u4ee3\u7801\u6ce8\u91ca\u6389\uff0c\u7136\u540e\u5199\u4e00\u53e5\u91cd\u6784\u8fd9\u4e2a\u51fd\u6570\uff0c\u4f7f\u5176\u66f4\u7b80\u6d01\u4e14\u4f7f\u7528\u73b0\u4ee3\u8bed\u6cd5\uff0cCopilot\u5c31\u4f1a\u751f\u6210\u4e00\u4e2a\u66f4\u6e05\u6670\u3001\u66f4\u77ed\u7684\u7248\u672c\u3002\u867d\u7136\u4e0d\u4e00\u5b9a\u76f4\u63a5\u53ef\u7528\uff0c\u4f46\u5b83\u63d0\u4f9b\u4e86\u4e00\u4e2a\u5f88\u597d\u7684\u8d77\u70b9\uff0c\u7701\u53bb\u4e86\u4f60\u4ece\u5934\u89e3\u8bfb\u903b\u8f91\u7684\u65f6\u95f4\u3002<\/p>\n
\u4e0e\u540c\u7c7b\u5de5\u5177\u6a2a\u5411\u5bf9\u6bd4<\/p>\n
\u6700\u76f4\u63a5\u7684\u7ade\u54c1\u662fAmazon CodeWhisperer\uff08\u73b0\u6539\u540d\u4e3aAmazon Q Developer\uff09\u3002\u4e24\u8005\u90fd\u662fIDE\u5185\u5d4c\u7684AI\u7f16\u7a0b\u52a9\u624b\uff0c\u4f46\u5dee\u5f02\u660e\u663e\uff1a<\/p>\n
– \u4e0a\u4e0b\u6587\u7406\u89e3\uff1aCopilot\u5bf9\u9879\u76ee\u6574\u4f53\u4e0a\u4e0b\u6587\u7684\u7406\u89e3\u66f4\u6df1\uff0c\u5c24\u5176\u662f\u5728\u8de8\u6587\u4ef6\u5f15\u7528\u65f6\uff0c\u5b83\u80fd\u8bc6\u522b\u4f60\u9879\u76ee\u4e2d\u5176\u4ed6\u6a21\u5757\u7684API\u7b7e\u540d\u3002CodeWhisperer\u5728\u8fd9\u65b9\u9762\u7a0d\u5f31\uff0c\u66f4\u591a\u4f9d\u8d56\u5f53\u524d\u6587\u4ef6\u3002<\/p>\n
– \u5b89\u5168\u6027\uff1aCodeWhisperer\u76f4\u63a5\u5185\u7f6e\u4e86\u4ee3\u7801\u626b\u63cf\u529f\u80fd\uff0c\u4f1a\u63d0\u793a\u4f60\u4ee3\u7801\u4e2d\u662f\u5426\u5b58\u5728\u5b89\u5168\u6f0f\u6d1e\u6216\u4f7f\u7528\u4e86\u6709\u98ce\u9669\u7684\u5e93\u3002Copilot\u7684\u4f01\u4e1a\u7248\u867d\u7136\u4e5f\u6709\u7c7b\u4f3c\u529f\u80fd\uff0c\u4f46\u514d\u8d39\u7248\u6ca1\u6709\u3002<\/p>\n
– \u8bed\u8a00\u652f\u6301\uff1a\u4e24\u8005\u90fd\u652f\u6301\u4e3b\u6d41\u8bed\u8a00\uff0c\u4f46Copilot\u5728JavaScript\/TypeScript\u751f\u6001\u91cc\u8868\u73b0\u66f4\u4f18\uff0cCodeWhisperer\u5728AWS\u670d\u52a1\u76f8\u5173\u7684\u4ee3\u7801\uff08\u5982Lambda\u3001DynamoDB\uff09\u4e0a\u66f4\u6709\u4f18\u52bf\u3002<\/p>\n
– \u5b9a\u4ef7\uff1aCopilot\u4e2a\u4eba\u7248\u6bcf\u670810\u7f8e\u5143\u6216\u6bcf\u5e74100\u7f8e\u5143\uff0cCodeWhisperer\u4e2a\u4eba\u7248\u5b8c\u5168\u514d\u8d39\uff0c\u4f01\u4e1a\u7248\u6309\u7528\u6237\u6536\u8d39\u3002\u5982\u679c\u4f60\u53ea\u662f\u4e2a\u4eba\u5f00\u53d1\u8005\u4e14\u4e0d\u4ecb\u610f\u7528AWS\u751f\u6001\uff0cCodeWhisperer\u6027\u4ef7\u6bd4\u66f4\u9ad8\u3002<\/p>\n
\u5b9a\u4ef7\u6027\u4ef7\u6bd4\u5206\u6790<\/p>\n
Copilot\u7684\u5b9a\u4ef7\u5176\u5b9e\u6709\u70b9\u5fae\u5999\u3002\u4e2a\u4eba\u7248\u6bcf\u670810\u7f8e\u5143\uff0c\u5bf9\u4e8e\u5168\u804c\u5f00\u53d1\u8005\u6765\u8bf4\uff0c\u8fd9\u7b14\u94b1\u57fa\u672c\u7b49\u4e8e\u201c\u5348\u996d\u94b1\u6362\u4e00\u5929\u9ad8\u6548\u5de5\u4f5c\u201d\uff0c\u7edd\u5bf9\u662f\u5212\u7b97\u7684\u3002\u4f46\u5982\u679c\u4f60\u662f\u5b66\u751f\u6216\u5f00\u6e90\u9879\u76ee\u7ef4\u62a4\u8005\uff0cGitHub\u5b98\u65b9\u63d0\u4f9b\u4e86\u514d\u8d39\u7533\u8bf7\u6e20\u9053\uff08\u901a\u8fc7GitHub Student Developer Pack\u6216\u7ef4\u62a4\u77e5\u540d\u5f00\u6e90\u9879\u76ee\uff09\uff0c\u8fd9\u975e\u5e38\u826f\u5fc3\u3002<\/p>\n
\u4f01\u4e1a\u7248\u6bcf\u670819\u7f8e\u5143\/\u7528\u6237\uff0c\u989d\u5916\u63d0\u4f9b\u4e86\u5b89\u5168\u5ba1\u8ba1\u3001\u4ee3\u7801\u5339\u914d\u7b49\u529f\u80fd\uff0c\u9002\u5408\u56e2\u961f\u4f7f\u7528\u3002\u5bf9\u6bd4\u4e4b\u4e0b\uff0cCodeWhisperer\u4e2a\u4eba\u7248\u514d\u8d39\u786e\u5b9e\u9999\uff0c\u4f46Copilot\u7684\u4f53\u9a8c\u548c\u793e\u533a\u8d44\u6e90\uff08\u6bd4\u5982\u6d77\u91cf\u7684\u7528\u6237\u5206\u4eab\u3001\u5b98\u65b9\u6559\u7a0b\uff09\u8ba9\u5b83\u768410\u7f8e\u5143\u663e\u5f97\u66f4\u503c\u3002\u5982\u679c\u4f60\u4e00\u5929\u5199\u4ee3\u7801\u8d85\u8fc72\u5c0f\u65f6\uff0cCopilot\u56de\u672c\u7684\u901f\u5ea6\u8fdc\u8d85\u4f60\u7684\u9884\u671f\u3002<\/p>\n
\u9002\u5408\u4eba\u7fa4\u4e0e\u4e0d\u9002\u5408\u4eba\u7fa4<\/p>\n
\u9002\u5408\u4eba\u7fa4\uff1a\u6240\u6709\u5168\u804c\u5f00\u53d1\u8005\u3001\u7f16\u7a0b\u5b66\u4e60\u8005\uff08\u5c24\u5176\u662f\u60f3\u5feb\u901f\u4e0a\u624b\u65b0\u8bed\u8a00\u7684\u4eba\uff09\u3001\u9700\u8981\u9891\u7e41\u5199\u91cd\u590d\u4ee3\u7801\u7684\u5f00\u53d1\u8005\uff08\u5982\u540e\u7aefAPI\u5f00\u53d1\u3001\u6570\u636e\u5de5\u7a0b\u5e08\uff09\u3002<\/p>\n
\u4e0d\u9002\u5408\u4eba\u7fa4\uff1a\u5bf9\u4ee3\u7801\u6709\u6781\u5f3a\u63a7\u5236\u6b32\u3001\u559c\u6b22\u9010\u884c\u624b\u6572\u7684\u201c\u786c\u6838\u6d3e\u201d\uff1b\u53ea\u5199\u914d\u7f6e\u6587\u4ef6\u548c\u7b80\u5355\u811a\u672c\u7684\u8fd0\u7ef4\u4eba\u5458\uff1b\u4ee5\u53ca\u9884\u7b97\u6781\u5ea6\u654f\u611f\u3001\u4e0d\u613f\u4e3a\u5de5\u5177\u4ed8\u8d39\u7684\u4e2a\u4eba\u5f00\u53d1\u8005\uff08\u53ef\u4ee5\u8003\u8651CodeWhisperer\u514d\u8d39\u7248\uff09\u3002<\/p>\n
\u6700\u540e\u63d0\u9192\u4e00\u53e5\uff1aCopilot\u751f\u6210\u7684\u4ee3\u7801\u4e0d\u662f100%\u6b63\u786e\uff0c\u5b83\u53ef\u80fd\u5f15\u5165\u903b\u8f91\u9519\u8bef\u751a\u81f3\u5b89\u5168\u6f0f\u6d1e\u3002\u6c38\u8fdc\u628a\u5b83\u5f53\u6210\u4e00\u4e2a\u201c\u9ad8\u7ea7\u81ea\u52a8\u8865\u5168\u201d\u800c\u4e0d\u662f\u201c\u4ee3\u7801\u5916\u5305\u201d\u3002\u7279\u522b\u662f\u5f53\u4f60\u751f\u6210\u91d1\u878d\u3001\u533b\u7597\u7b49\u654f\u611f\u9886\u57df\u7684\u4ee3\u7801\u65f6\uff0c\u52a1\u5fc5\u4eba\u5de5\u5ba1\u6838\u6bcf\u4e00\u884c\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\u5199\u4ee3\u7801\u7684\u6807\u914d\u642d\u6863\uff0c\u7528\u4e86\u5c31\u56de\u4e0d\u53bb\u3002<\/p>\n
\u9002\u7528\u573a\u666f\u6807\u7b7e\uff1a\u4ee3\u7801\u5f00\u53d1 \/ \u5b66\u4e60\u8f85\u52a9 \/ \u5feb\u901f\u539f\u578b<\/p>\n
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