\u6df1\u5ea6\u8bc4\u6d4b\u6b63\u6587<\/p>\n
\u5982\u679c\u8bf42023\u5e74\u662fAI\u7f16\u7a0b\u52a9\u624b\u7684\u5143\u5e74\uff0c\u90a3\u4e48GitHub Copilot\u5c31\u662f\u8fd9\u573a\u9769\u547d\u7684\u65d7\u624b\u3002\u4f5c\u4e3a\u5fae\u8f6f\u4e0eGitHub\u8054\u624b\u6253\u9020\u7684\u201c\u7f16\u7a0b\u526f\u9a7e\u9a76\u201d\uff0c\u5b83\u5df2\u7ecf\u4e0d\u53ea\u662fVSCode\u7684\u63d2\u4ef6\uff0c\u800c\u662f\u5168\u7403\u8d85\u8fc7100\u4e07\u5f00\u53d1\u8005\u6bcf\u5929\u4f9d\u8d56\u7684\u808c\u8089\u8bb0\u5fc6\u3002\u6211\u6df1\u5ea6\u4f7f\u7528Copilot\u8d85\u8fc7\u4e00\u5e74\uff0c\u4ece\u6700\u521d\u7684\u201c\u54c7\u585e\u201d\u5230\u73b0\u5728\u7684\u201c\u6ca1\u6709\u5b83\u5199\u4ee3\u7801\u50cf\u5c11\u4e86\u4e00\u53ea\u624b\u201d\uff0c\u4eca\u5929\u5c31\u6765\u804a\u804a\u8fd9\u6b3e\u5de5\u5177\u7a76\u7adf\u51ed\u4ec0\u4e48\u6210\u4e3a\u884c\u4e1a\u6807\u914d\u3002<\/p>\n
\u6838\u5fc3\u529f\u80fd\u4e0e\u6280\u672f\u4eae\u70b9\uff1a\u4ece\u201c\u8865\u5168\u201d\u5230\u201c\u5bf9\u8bdd\u201d\u7684\u8fdb\u5316<\/p>\n
Copilot\u7684\u6838\u5fc3\u5f15\u64ce\u662fOpenAI\u7684Codex\u6a21\u578b\uff0c\u7ecf\u8fc7\u5927\u91cf\u516c\u5f00\u4ee3\u7801\u5e93\uff08\u5305\u62ecGitHub\u4e0a\u7684\u4f18\u8d28\u4ed3\u5e93\uff09\u8bad\u7ec3\u3002\u5b83\u7684\u57fa\u7840\u529f\u80fd\u662f\u4e0a\u4e0b\u6587\u611f\u77e5\u7684\u4ee3\u7801\u8865\u5168\uff1a\u4f60\u53ea\u9700\u8981\u5199\u4e00\u4e2a\u51fd\u6570\u540d\u6216\u6ce8\u91ca\uff0c\u5b83\u5c31\u80fd\u9884\u6d4b\u51fa\u540e\u9762\u5341\u51e0\u884c\u751a\u81f3\u6574\u4e2a\u51fd\u6570\u4f53\u3002\u6bd4\u5982\uff0c\u4f60\u8f93\u5165`\/\/ \u8ba1\u7b97\u4e24\u4e2a\u65e5\u671f\u4e4b\u95f4\u7684\u5de5\u4f5c\u65e5\u5929\u6570`\uff0cCopilot\u4f1a\u7acb\u523b\u751f\u6210\u4e00\u4e2a\u5305\u542b\u5faa\u73af\u3001\u8282\u5047\u65e5\u5224\u65ad\u7684\u5b8c\u6574Python\u51fd\u6570\uff0c\u51c6\u786e\u7387\u60ca\u4eba\u3002<\/p>\n
2023\u5e74\u5e95\uff0cCopilot Chat\u7684\u63a8\u51fa\u5f7b\u5e95\u6539\u53d8\u4e86\u4ea4\u4e92\u65b9\u5f0f\u3002\u5b83\u4e0d\u518d\u53ea\u662f\u88ab\u52a8\u8865\u5168\uff0c\u800c\u662f\u53d8\u6210\u4e86\u4e00\u4e2a\u5d4c\u5165\u5728IDE\u91cc\u7684AI\u52a9\u624b\u3002\u4f60\u53ef\u4ee5\u76f4\u63a5\u9009\u4e2d\u4e00\u6bb5\u4ee3\u7801\uff0c\u95ee\u201c\u8fd9\u6bb5\u4ee3\u7801\u6709\u4ec0\u4e48\u6f5c\u5728bug\uff1f\u201d\u6216\u201c\u7528\u66f4\u7b80\u6d01\u7684Lambda\u8868\u8fbe\u5f0f\u91cd\u5199\u5b83\u201d\u3002Chat\u7a97\u53e3\u652f\u6301\u591a\u8f6e\u5bf9\u8bdd\u3001\u4ee3\u7801\u89e3\u91ca\u3001\u6d4b\u8bd5\u751f\u6210\uff0c\u751a\u81f3\u80fd\u5e2e\u4f60\u91cd\u6784\u6574\u4e2a\u6a21\u5757\u3002\u6280\u672f\u4e0a\uff0c\u5b83\u57fa\u4e8eGPT-4\uff0c\u80fd\u7406\u89e3\u590d\u6742\u903b\u8f91\uff0c\u6bd4\u5982\u89e3\u91ca\u4e00\u4e2a\u9012\u5f52\u7b97\u6cd5\u7684\u65f6\u95f4\u590d\u6742\u5ea6\uff0c\u6216\u8005\u5c06\u4f60\u7684Java\u4ee3\u7801\u7ffb\u8bd1\u6210Kotlin\u3002<\/p>\n
\u53e6\u4e00\u4e2a\u5bb9\u6613\u88ab\u5ffd\u89c6\u7684\u4eae\u70b9\u662f\u591a\u8bed\u8a00\u652f\u6301\u3002Copilot\u5bf9Python\u3001JavaScript\u3001TypeScript\u3001Go\u3001Ruby\u3001C++\u7b49\u4e3b\u6d41\u8bed\u8a00\u7684\u652f\u6301\u5ea6\u6781\u9ad8\uff0c\u751a\u81f3\u5bf9Rust\u3001Swift\u7b49\u65b0\u5174\u8bed\u8a00\u7684\u5b8c\u6210\u5ea6\u4e5f\u76f8\u5f53\u4e0d\u9519\u3002\u5b9e\u6d4b\u4e2d\uff0c\u5b83\u80fd\u4e3a\u4e00\u4e2a\u590d\u6742\u7684React\u7ec4\u4ef6\u81ea\u52a8\u751f\u6210TypeScript\u7c7b\u578b\u5b9a\u4e49\uff0c\u8fd9\u5728\u4ee5\u524d\u9700\u8981\u624b\u52a8\u5199\u534a\u5929\u3002<\/p>\n
\u5178\u578b\u4f7f\u7528\u573a\u666f\uff1a\u4e09\u4e2a\u771f\u5b9e\u6848\u4f8b<\/p>\n
1. \u65b0\u9879\u76ee\u811a\u624b\u67b6\u642d\u5efa\uff1a\u5047\u8bbe\u4f60\u8981\u521b\u5efa\u4e00\u4e2aFastAPI\u7684RESTful API\u3002\u4f60\u53ea\u9700\u5728`main.py`\u4e2d\u8f93\u5165`from fastapi import FastAPI`\uff0c\u7136\u540e\u5199\u4e00\u4e2a\u6ce8\u91ca`\u521b\u5efa\u4e00\u4e2a\u7528\u6237CRUD\u7684API`\u3002Copilot\u4f1a\u7acb\u523b\u751f\u6210`app = FastAPI()`\uff0c\u5e76\u81ea\u52a8\u8865\u5168`@app.get(“\/users”)`\u3001`@app.post(“\/users”)`\u7b49\u8def\u7531\u5b9a\u4e49\uff0c\u751a\u81f3\u5e2e\u4f60\u5199\u597d\u4e86\u6570\u636e\u5e93\u8fde\u63a5\u7684\u6837\u677f\u4ee3\u7801\u3002\u6574\u4e2a\u8fc7\u7a0b\u4ece\u534a\u5c0f\u65f6\u538b\u7f29\u52303\u5206\u949f\u3002<\/p>\n
2. \u5355\u5143\u6d4b\u8bd5\u7684\u5669\u68a6\u7ec8\u7ed3\uff1a\u5199\u6d4b\u8bd5\u662f\u5f00\u53d1\u8005\u6700\u8ba8\u538c\u7684\u4e8b\u4e4b\u4e00\u3002\u6211\u6700\u8fd1\u5728\u7ef4\u62a4\u4e00\u4e2a\u8001\u65e7\u7684Node.js\u9879\u76ee\uff0c\u9700\u8981\u7ed9\u4e00\u4e2a\u590d\u6742\u7684\u652f\u4ed8\u903b\u8f91\u51fd\u6570\u5199\u6d4b\u8bd5\u3002\u6211\u9009\u4e2d\u90a3\u4e2a\u51fd\u6570\uff0c\u5728Copilot Chat\u91cc\u8f93\u5165\u201c\u4e3a\u8fd9\u4e2a\u51fd\u6570\u751f\u6210Jest\u6d4b\u8bd5\u7528\u4f8b\uff0c\u8986\u76d6\u8fb9\u754c\u6761\u4ef6\u5982\u4f59\u989d\u4e0d\u8db3\u3001\u8d85\u65f6\u91cd\u8bd5\u201d\u3002\u5b83\u7acb\u523b\u751f\u6210\u4e865\u4e2a\u6d4b\u8bd5\u7528\u4f8b\uff0c\u5305\u62ecmock\u5916\u90e8API\u8bf7\u6c42\u3001\u6a21\u62df\u5f02\u5e38\u629b\u51fa\uff0c\u76f4\u63a5\u901a\u8fc7\u4e86CI\u6d41\u6c34\u7ebf\u3002\u8fd9\u6bd4\u624b\u52a8\u5199\u5feb\u4e86\u81f3\u5c1110\u500d\u3002<\/p>\n
3. \u4ee3\u7801\u5ba1\u67e5\u4e0e\u91cd\u6784\uff1a\u5728\u56e2\u961fCode Review\u4e2d\uff0c\u4f60\u770b\u5230\u4e00\u6bb5\u6df7\u4e71\u7684\u5d4c\u5957\u5faa\u73af\u3002\u4f60\u53ef\u4ee5\u9009\u4e2d\u4ee3\u7801\uff0c\u95eeCopilot Chat\u201c\u5982\u4f55\u7528\u51fd\u6570\u5f0f\u7f16\u7a0b\u4f18\u5316\u8fd9\u6bb5\u4ee3\u7801\uff0c\u5e76\u63d0\u9ad8\u53ef\u8bfb\u6027\u201d\u3002\u5b83\u4f1a\u7ed9\u51fa\u4e00\u4e2a\u7528`map`\u3001`filter`\u3001`reduce`\u91cd\u5199\u7684\u7248\u672c\uff0c\u5e76\u9644\u5e26\u6027\u80fd\u5bf9\u6bd4\u8bf4\u660e\u3002\u8fd9\u5bf9\u4e8e\u65b0\u4eba\u5feb\u901f\u7406\u89e3\u6700\u4f73\u5b9e\u8df5\u975e\u5e38\u6709\u5e2e\u52a9\u3002<\/p>\n
\u4e0e\u540c\u7c7b\u5de5\u5177\u6a2a\u5411\u5bf9\u6bd4\uff1aCopilot vs. Tabnine<\/p>\n
\u5728AI\u7f16\u7a0b\u52a9\u624b\u9886\u57df\uff0cTabnine\u662fCopilot\u6700\u76f4\u63a5\u7684\u7ade\u4e89\u5bf9\u624b\u3002\u4e24\u8005\u7684\u6838\u5fc3\u5dee\u5f02\u5728\u4e8e\uff1a<\/p>\n
– \u6a21\u578b\u4e0e\u6570\u636e\uff1aCopilot\u57fa\u4e8eOpenAI Codex\uff0c\u8bad\u7ec3\u6570\u636e\u6765\u81eaGitHub\u4e0a\u7684\u516c\u5f00\u4ed3\u5e93\uff0c\u56e0\u6b64\u5bf9\u5f00\u6e90\u751f\u6001\u7684\u7406\u89e3\u6781\u6df1\u3002Tabnine\u5219\u66f4\u5f3a\u8c03\u9690\u79c1\uff0c\u652f\u6301\u672c\u5730\u90e8\u7f72\u6a21\u578b\uff0c\u4ee3\u7801\u6570\u636e\u4e0d\u4f1a\u79bb\u5f00\u4f60\u7684\u673a\u5668\uff0c\u9002\u5408\u5bf9\u6570\u636e\u5b89\u5168\u8981\u6c42\u6781\u9ad8\u7684\u4f01\u4e1a\u3002<\/p>\n
– \u4e0a\u4e0b\u6587\u7406\u89e3\uff1aCopilot\u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u66f4\u5927\uff0c\u80fd\u540c\u65f6\u53c2\u8003\u591a\u4e2a\u6587\u4ef6\uff08\u5982\u4e00\u4e2a\u51fd\u6570\u5b9a\u4e49\u5728`utils.py`\uff0c\u8c03\u7528\u5728`main.py`\uff09\uff0c\u8865\u5168\u66f4\u667a\u80fd\u3002Tabnine\u7684\u4e0a\u4e0b\u6587\u7406\u89e3\u76f8\u5bf9\u8f83\u5f31\uff0c\u66f4\u591a\u662f\u5355\u6587\u4ef6\u5185\u7684\u6a21\u5f0f\u5339\u914d\u3002<\/p>\n
– \u4ef7\u683c\uff1aCopilot\u4e2a\u4eba\u7248\u6bcf\u670810\u7f8e\u5143\u6216\u6bcf\u5e74100\u7f8e\u5143\uff0cTabnine\u4e2a\u4eba\u7248\u5219\u63d0\u4f9b\u514d\u8d39\u5c42\uff08\u6bcf\u67082000\u6b21\u8865\u5168\uff09\uff0c\u9ad8\u7ea7\u7248\u6bcf\u670812\u7f8e\u5143\u3002Copilot\u7684\u5b9a\u4ef7\u7a0d\u8d35\uff0c\u4f46\u529f\u80fd\u96c6\u6210\u5ea6\u66f4\u9ad8\u3002<\/p>\n
– \u751f\u6001\u6574\u5408\uff1aCopilot\u6df1\u5ea6\u7ed1\u5b9aVSCode\u3001JetBrains\u3001Neovim\u7b49\u4e3b\u6d41IDE\uff0c\u4e14\u4e0eGitHub\u7684Pull Request\u3001Actions\u8054\u52a8\u3002Tabnine\u652f\u6301IDE\u66f4\u591a\uff08\u5305\u62ecSublime Text\u3001Eclipse\uff09\uff0c\u4f46\u7f3a\u4e4f\u5bf9GitHub\u751f\u6001\u7684\u6df1\u5ea6\u652f\u6301\u3002<\/p>\n
\u7ed3\u8bba\uff1a\u5982\u679c\u4f60\u662fVSCode\/GitHub\u7684\u91cd\u5ea6\u7528\u6237\uff0cCopilot\u662f\u66f4\u81ea\u7136\u7684\u9009\u62e9\u3002\u5982\u679c\u4f60\u5728\u91d1\u878d\u3001\u533b\u7597\u7b49\u5bf9\u9690\u79c1\u654f\u611f\u7684\u884c\u4e1a\uff0cTabnine\u7684\u672c\u5730\u90e8\u7f72\u7248\u66f4\u5408\u9002\u3002<\/p>\n
\u5b9a\u4ef7\u6027\u4ef7\u6bd4\u5206\u6790<\/p>\n
Copilot\u7684\u4e2a\u4eba\u7248\u5b9a\u4ef7\u4e3a\u6bcf\u670810\u7f8e\u5143\uff08\u6216\u5e74\u4ed8100\u7f8e\u5143\uff0c\u7ea68.3\u7f8e\u5143\/\u6708\uff09\uff0c\u5bf9\u5b66\u751f\u548c\u5f00\u6e90\u7ef4\u62a4\u8005\u514d\u8d39\u3002\u5bf9\u4e8e\u4e00\u540d\u5168\u804c\u5f00\u53d1\u8005\uff0c\u8fd9\u4e2a\u4ef7\u683c\u76f8\u5f53\u4e8e\u6bcf\u59290.33\u7f8e\u5143\uff0c\u6362\u6765\u7684\u662f\u6bcf\u5929\u81f3\u5c111-2\u5c0f\u65f6\u7684\u6548\u7387\u63d0\u5347\u3002\u6309\u7f8e\u56fd\u5f00\u53d1\u8005\u65f6\u85aa50\u7f8e\u5143\u8ba1\u7b97\uff0c\u5b83\u6bcf\u6708\u4e3a\u4f60\u8282\u7701\u7684\u6210\u672c\u8d85\u8fc71000\u7f8e\u5143\uff0c\u6027\u4ef7\u6bd4\u6781\u9ad8\u3002<\/p>\n
\u4f01\u4e1a\u7248\u6bcf\u4eba\u6bcf\u670819\u7f8e\u5143\uff0c\u5305\u542b\u7ec4\u7ec7\u7ea7\u7b56\u7565\u7ba1\u7406\u3001\u5ba1\u8ba1\u65e5\u5fd7\u548c\u4f18\u5148\u652f\u6301\uff0c\u9002\u5408\u56e2\u961f\u4f7f\u7528\u3002\u552f\u4e00\u7684\u69fd\u70b9\u662f\uff1a\u514d\u8d39\u8bd5\u7528\u53ea\u670930\u5929\uff0c\u4e14\u65e0\u6cd5\u5728\u8bd5\u7528\u671f\u95f4\u4f53\u9a8cCopilot Chat\u7684\u5168\u90e8\u529f\u80fd\uff08Chat\u9700\u7ed1\u5b9a\u4ed8\u8d39\u8d26\u53f7\uff09\u3002\u5bf9\u4e8e\u53ea\u60f3\u5c1d\u9c9c\u7684\u7528\u6237\uff0c\u95e8\u69db\u7a0d\u9ad8\u3002<\/p>\n
\u9002\u5408\u4eba\u7fa4\u4e0e\u4e0d\u9002\u5408\u4eba\u7fa4<\/p>\n
\u9002\u5408\u4eba\u7fa4\uff1a<\/p>\n
– \u4f7f\u7528VSCode\u6216JetBrains\u7684Web\/\u79fb\u52a8\u7aef\u5f00\u53d1\u8005\uff08Python\u3001JS\u3001TS\u3001Java\u3001Go\u4e3a\u4e3b\uff09<\/p>\n
– \u9700\u8981\u5feb\u901f\u642d\u5efa\u9879\u76ee\u539f\u578b\u6216\u5199\u5927\u91cf\u6837\u677f\u4ee3\u7801\u7684\u5de5\u7a0b\u5e08<\/p>\n
– \u60f3\u5b66\u4e60\u65b0\u8bed\u8a00\u6216\u6846\u67b6\u7684\u521d\u7ea7\u5f00\u53d1\u8005\uff08Copilot\u7684\u4ee3\u7801\u98ce\u683c\u53ef\u4f5c\u53c2\u8003\uff09<\/p>\n
– \u56e2\u961f\u5185\u63a8\u884c\u4ee3\u7801\u6807\u51c6\u5316\u548c\u81ea\u52a8\u5316\u6d4b\u8bd5\u7684Tech Lead<\/p>\n
\u4e0d\u9002\u5408\u4eba\u7fa4\uff1a<\/p>\n
– \u4e3b\u8981\u7528Emacs\/Vim\u4e14\u4e0d\u6253\u7b97\u88c5\u63d2\u4ef6\u7684\u5f00\u53d1\u8005\uff08Copilot\u652f\u6301\u6709\u9650\uff09<\/p>\n
– \u7eaf\u7b97\u6cd5\u6216\u5e95\u5c42\u7cfb\u7edf\u5f00\u53d1\u8005\uff08Copilot\u5bf9C++\/Rust\u7684\u590d\u6742\u6307\u9488\u64cd\u4f5c\u652f\u6301\u4e00\u822c\uff09<\/p>\n
– \u5bf9\u4ee3\u7801\u7248\u6743\u6781\u5ea6\u654f\u611f\u7684\u4f01\u4e1a\uff08\u8bad\u7ec3\u6570\u636e\u53ef\u80fd\u5305\u542bGPL\u4ee3\u7801\uff0c\u5b58\u5728\u6cd5\u5f8b\u7070\u8272\u5730\u5e26\uff09<\/p>\n
– \u53ea\u60f3\u7528\u514d\u8d39\u5de5\u5177\u7684\u4e2a\u4eba\u5f00\u53d1\u8005\uff08Tabnine\u7684\u514d\u8d39\u5c42\u53ef\u80fd\u66f4\u5408\u9002\uff09<\/p>\n
\u5b58\u8bc1\u4ef7\u503c\u63d0\u793a<\/p>\n
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