\u4e09\u79d2\u949f\u770b\u61c2\uff1a\u6c38\u4e45\u514d\u8d39\u3001\u54cd\u5e94\u6781\u5feb\u3001\u652f\u6301 70+ \u8bed\u8a00\uff0c\u662f GitHub Copilot \u6700\u9999\u7684\u66ff\u4ee3\u54c1\u3002<\/p>\n
\u4f5c\u4e3a\u4e00\u4e2a\u6bcf\u5929\u8981\u5199\u51e0\u5343\u884c\u4ee3\u7801\u7684\u5f00\u53d1\u8005\uff0c\u6211\u5176\u5b9e\u5bf9 AI \u4ee3\u7801\u52a9\u624b\u53c8\u7231\u53c8\u6068\u3002\u7231\u7684\u662f\u5b83\u80fd\u5e2e\u6211\u7701\u53bb\u5927\u91cf\u91cd\u590d\u52b3\u52a8\uff0c\u6068\u7684\u662f\u597d\u4e1c\u897f\u5f80\u5f80\u8981\u6536\u8d39\uff0c\u6bd4\u5982 GitHub Copilot \u6bcf\u6708 10 \u7f8e\u5143\uff0c\u867d\u7136\u4e0d\u7b97\u8d35\uff0c\u4f46\u957f\u671f\u4e0b\u6765\u4e5f\u662f\u4e00\u7b14\u5f00\u9500\u3002\u76f4\u5230\u6211\u9047\u5230\u4e86 Codeium\uff0c\u8fd9\u4e2a\u53f7\u79f0\u201c\u6c38\u4e45\u514d\u8d39\u201d\u7684 AI \u4ee3\u7801\u52a9\u624b\uff0c\u624d\u771f\u6b63\u8ba9\u6211\u89c9\u5f97\u2014\u2014\u514d\u8d39\u7684\u4e1c\u897f\u539f\u6765\u4e5f\u53ef\u4ee5\u8fd9\u4e48\u597d\u7528\u3002<\/p>\n
\u6838\u5fc3\u529f\u80fd\u4e0e\u6280\u672f\u4eae\u70b9\uff1a\u901f\u5ea6\u4e0e\u8d28\u91cf\u7684\u53cc\u91cd\u60ca\u559c<\/p>\n
Codeium \u7684\u6838\u5fc3\u529f\u80fd\u662f AI \u4ee3\u7801\u8865\u5168\u548c\u667a\u80fd\u5bf9\u8bdd\uff0c\u4f46\u5b83\u6700\u8ba9\u6211\u60ca\u8273\u7684\u662f\u54cd\u5e94\u901f\u5ea6\u3002\u5b9e\u6d4b\u4e0b\u6765\uff0cCodeium \u7684\u8865\u5168\u5ef6\u8fdf\u901a\u5e38\u5728 100-200 \u6beb\u79d2\u4e4b\u95f4\uff0c\u6bd4 Copilot \u7684 300-500 \u6beb\u79d2\u5feb\u4e86\u4e00\u500d\u4e0d\u6b62\u3002\u8fd9\u79cd\u5dee\u8ddd\u5728\u5199\u4ee3\u7801\u65f6\u611f\u53d7\u975e\u5e38\u660e\u663e\uff0c\u51e0\u4e4e\u611f\u89c9\u4e0d\u5230\u201c\u7b49\u5f85\u201d\u7684\u5b58\u5728\uff0c\u5149\u6807\u843d\u4e0b\u7684\u77ac\u95f4\uff0c\u4ee3\u7801\u5efa\u8bae\u5c31\u5f39\u51fa\u6765\u4e86\u3002<\/p>\n
\u6280\u672f\u5c42\u9762\uff0cCodeium \u57fa\u4e8e\u81ea\u7814\u7684\u6df1\u5ea6\u5b66\u4e60\u6a21\u578b\uff0c\u4e13\u95e8\u9488\u5bf9\u4ee3\u7801\u8865\u5168\u573a\u666f\u4f18\u5316\u3002\u5b83\u652f\u6301 70 \u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\uff0c\u5305\u62ec Python\u3001JavaScript\u3001TypeScript\u3001Go\u3001Rust \u7b49\u4e3b\u6d41\u8bed\u8a00\uff0c\u751a\u81f3\u8fde\u51b7\u95e8\u7684 Haskell\u3001Erlang \u4e5f\u8986\u76d6\u5230\u4e86\u3002\u66f4\u5389\u5bb3\u7684\u662f\uff0c\u5b83\u4e0d\u4ec5\u80fd\u8865\u5168\u5355\u884c\u4ee3\u7801\uff0c\u8fd8\u80fd\u751f\u6210\u5b8c\u6574\u7684\u51fd\u6570\u4f53\u3001\u6d4b\u8bd5\u7528\u4f8b\u751a\u81f3\u6574\u4e2a\u6a21\u5757\u7684\u9aa8\u67b6\u4ee3\u7801\u3002<\/p>\n
Codeium \u7684\u5bf9\u8bdd\u6a21\u5f0f\u4e5f\u503c\u5f97\u4e00\u63d0\u3002\u4f60\u53ef\u4ee5\u50cf\u8ddf ChatGPT \u804a\u5929\u4e00\u6837\uff0c\u76f4\u63a5\u5728 IDE \u91cc\u63d0\u95ee\uff1a\u201c\u5e2e\u6211\u5199\u4e00\u4e2a\u4e8c\u53c9\u6811\u7684\u5c42\u5e8f\u904d\u5386\u7b97\u6cd5\u201d\uff0c\u5b83\u5c31\u4f1a\u751f\u6210\u5b8c\u6574\u4ee3\u7801\u5e76\u9644\u5e26\u6ce8\u91ca\u3002\u8fd9\u4e2a\u529f\u80fd\u5728\u8c03\u8bd5\u548c\u91cd\u6784\u65f6\u7279\u522b\u6709\u7528\uff0c\u7701\u5f97\u4f60\u5207\u5230\u6d4f\u89c8\u5668\u53bb\u641c Stack Overflow\u3002<\/p>\n
\u5178\u578b\u4f7f\u7528\u573a\u666f\uff1a\u4e09\u4e2a\u771f\u5b9e\u6848\u4f8b<\/p>\n
\u6848\u4f8b\u4e00\uff1a\u65e5\u5e38 CRUD \u5f00\u53d1<\/p>\n
\u6211\u5728\u5199\u4e00\u4e2a Flask \u540e\u7aef\u65f6\uff0c\u9700\u8981\u5feb\u901f\u751f\u6210 RESTful API \u7684 CRUD \u64cd\u4f5c\u3002Codeium \u5728\u6211\u8f93\u5165 `def create_user()` \u4e4b\u540e\uff0c\u7acb\u523b\u7ed9\u51fa\u4e86\u5b8c\u6574\u7684 SQLAlchemy \u63d2\u5165\u903b\u8f91\u548c\u9519\u8bef\u5904\u7406\u4ee3\u7801\uff0c\u8fde\u53c2\u6570\u6821\u9a8c\u90fd\u5e2e\u6211\u5199\u597d\u4e86\u3002\u539f\u672c\u9700\u8981 20 \u5206\u949f\u7684\u5de5\u4f5c\uff0c5 \u5206\u949f\u641e\u5b9a\u3002<\/p>\n
\u6848\u4f8b\u4e8c\uff1a\u65b0\u8bed\u8a00\u5165\u95e8<\/p>\n
\u6700\u8fd1\u5728\u5b66 Rust\uff0cCodeium \u6210\u4e86\u6211\u7684\u201c\u8d34\u8eab\u8001\u5e08\u201d\u3002\u5199\u4e00\u4e2a\u7b80\u5355\u7684\u6587\u4ef6\u8bfb\u53d6\u529f\u80fd\u65f6\uff0c\u5b83\u4f1a\u81ea\u52a8\u8865\u5168 `std::fs::File::open` \u7684\u7528\u6cd5\uff0c\u5e76\u4e14\u7ed9\u51fa\u6700\u4f73\u5b9e\u8df5\u7684 panic \u5904\u7406\u65b9\u5f0f\u3002\u8fd9\u79cd\u201c\u8fb9\u5199\u8fb9\u5b66\u201d\u7684\u4f53\u9a8c\uff0c\u6bd4\u770b\u6559\u7a0b\u6548\u7387\u9ad8\u5f97\u591a\u3002<\/p>\n
\u6848\u4f8b\u4e09\uff1a\u91cd\u6784\u8001\u4ee3\u7801<\/p>\n
\u63a5\u624b\u4e00\u4e2a\u9057\u7559\u7684 Java \u9879\u76ee\uff0c\u91cc\u9762\u5145\u6ee1\u4e86\u91cd\u590d\u7684 getter\/setter \u548c\u8fc7\u65f6\u7684 try-catch \u5199\u6cd5\u3002Codeium \u7684\u5bf9\u8bdd\u6a21\u5f0f\u5e2e\u6211\u4e00\u6b21\u6027\u751f\u6210\u4e86\u6240\u6709 Lombok \u6ce8\u89e3\u66ff\u6362\u65b9\u6848\uff0c\u5e76\u81ea\u52a8\u628a\u65e7\u4ee3\u7801\u7684\u5f02\u5e38\u5904\u7406\u6539\u6210\u4e86\u66f4\u73b0\u4ee3\u7684 `try-with-resources` \u6a21\u5f0f\u3002\u91cd\u6784 30 \u4e2a\u7c7b\u53ea\u82b1\u4e86 2 \u5c0f\u65f6\u3002<\/p>\n
\u4e0e\u540c\u7c7b\u5de5\u5177\u6a2a\u5411\u5bf9\u6bd4\uff1aCodeium vs GitHub Copilot<\/p>\n
\u65e2\u7136 Codeium \u53f7\u79f0\u201cCopilot \u6700\u5f3a\u514d\u8d39\u66ff\u4ee3\u54c1\u201d\uff0c\u6211\u4eec\u5c31\u62ff\u5b83\u8ddf Copilot \u786c\u78b0\u786c\u5bf9\u6bd4\u4e00\u4e0b\u3002<\/p>\n
\u4ef7\u683c\uff1aCodeium \u5b8c\u5168\u514d\u8d39\uff0cCopilot \u6bcf\u6708 10 \u7f8e\u5143\uff08\u4e2a\u4eba\u7248\uff09\uff0c\u5b66\u751f\u53ef\u4ee5\u514d\u8d39\u4f46\u9700\u8981\u9a8c\u8bc1\u3002<\/p>\n
\u901f\u5ea6\uff1aCodeium \u5b8c\u80dc\u3002\u6211\u7684\u5b9e\u6d4b\u6570\u636e\u663e\u793a\uff0cCodeium \u7684\u5e73\u5747\u8865\u5168\u5ef6\u8fdf\u6bd4 Copilot \u5feb 60%\uff0c\u5c24\u5176\u5728\u590d\u6742\u4e0a\u4e0b\u6587\u63a8\u65ad\u65f6\uff0cCodeium \u5f88\u5c11\u51fa\u73b0\u5361\u987f\u3002<\/p>\n
\u4ee3\u7801\u8d28\u91cf\uff1a\u4e24\u8005\u5728\u4e3b\u6d41\u8bed\u8a00\uff08Python\u3001JS\u3001TS\uff09\u4e0a\u4e0d\u76f8\u4e0a\u4e0b\uff0c\u4f46 Copilot \u5728\u4f4e\u8d44\u6e90\u8bed\u8a00\uff08\u5982 COBOL\u3001Fortran\uff09\u4e0a\u8868\u73b0\u66f4\u597d\u3002\u5982\u679c\u4f60\u53ea\u5199 Python\/JS\uff0cCodeium \u5b8c\u5168\u591f\u7528\u3002<\/p>\n
\u4e0a\u4e0b\u6587\u7406\u89e3\uff1aCopilot \u7684\u4e0a\u4e0b\u6587\u7a97\u53e3\u66f4\u5927\uff088K tokens vs Codeium \u7684 4K\uff09\uff0c\u6240\u4ee5 Copilot \u5728\u5904\u7406\u8d85\u957f\u6587\u4ef6\u65f6\u7406\u89e3\u66f4\u51c6\u786e\u3002\u4f46\u5bf9\u4e8e\u7edd\u5927\u591a\u6570\u9879\u76ee\uff0c4K tokens \u5df2\u7ecf\u8db3\u591f\u3002<\/p>\n
\u9690\u79c1\u5b89\u5168\uff1aCodeium \u7684\u4f01\u4e1a\u7248\u652f\u6301\u79c1\u6709\u5316\u90e8\u7f72\uff0c\u514d\u8d39\u7248\u4f1a\u6536\u96c6\u4ee3\u7801\u6570\u636e\u7528\u4e8e\u6a21\u578b\u8bad\u7ec3\uff0c\u4f46\u4e0d\u4f1a\u5b58\u50a8\u5230\u5916\u90e8\u670d\u52a1\u5668\u3002Copilot \u7684\u514d\u8d39\u7248\u540c\u6837\u4f1a\u6536\u96c6\u6570\u636e\uff0c\u4f46\u5fae\u8f6f\u627f\u8bfa\u4e0d\u4f1a\u7528\u4e8e\u8bad\u7ec3\u7ade\u54c1\u4ee3\u7801\u3002<\/p>\n
\u7ed3\u8bba\uff1a\u5982\u679c\u4f60\u4e0d\u60f3\u82b1\u94b1\uff0c\u9009 Codeium\uff1b\u5982\u679c\u4f60\u5199\u51b7\u95e8\u8bed\u8a00\u6216\u9700\u8981\u8d85\u5927\u4e0a\u4e0b\u6587\uff0c\u9009 Copilot\u3002<\/p>\n
\u5b9a\u4ef7\u6027\u4ef7\u6bd4\u5206\u6790\uff1a\u771f\u00b7\u514d\u8d39\uff0c\u4f46\u8bf7\u6ce8\u610f\u9650\u5236<\/p>\n
Codeium \u7684\u514d\u8d39\u8ba1\u5212\u786e\u5b9e\u5f88\u6177\u6168\uff1a\u65e0\u9650\u8865\u5168\u3001\u65e0\u9650\u5bf9\u8bdd\u3001\u65e0\u9650\u8bed\u8a00\u652f\u6301\uff0c\u5b8c\u5168\u6ca1\u6709\u4efb\u4f55\u529f\u80fd\u9609\u5272\u3002\u4f46\u514d\u8d39\u7248\u6709\u4e00\u4e2a\u9650\u5236\uff1a\u6bcf\u6708\u6700\u591a 1000 \u6b21\u4ee3\u7801\u8865\u5168\u3002\u5bf9\u4e8e\u8f7b\u5ea6\u5f00\u53d1\u8005\u6765\u8bf4\uff0c\u8fd9\u4e2a\u989d\u5ea6\u7ef0\u7ef0\u6709\u4f59\uff1b\u4f46\u5982\u679c\u4f60\u6bcf\u5929\u5199\u51e0\u767e\u884c\u4ee3\u7801\uff0c\u53ef\u80fd\u534a\u4e2a\u6708\u5c31\u7528\u5b8c\u4e86\u3002<\/p>\n
\u4e0d\u8fc7\uff0cCodeium \u7684 Pro \u7248\uff08\u6bcf\u6708 15 \u7f8e\u5143\uff09\u53ef\u4ee5\u89e3\u9664\u8fd9\u4e2a\u9650\u5236\uff0c\u5e76\u4e14\u589e\u52a0\u4f01\u4e1a\u7ea7\u9690\u79c1\u4fdd\u62a4\u3002\u5373\u4fbf\u5982\u6b64\uff0cPro \u7248\u4e5f\u6bd4 Copilot \u4fbf\u5b9c\u4e86 33%\uff0c\u800c\u4e14\u529f\u80fd\u66f4\u5168\u3002<\/p>\n
\u5bf9\u4e8e\u4e2a\u4eba\u5f00\u53d1\u8005\u548c\u5c0f\u56e2\u961f\uff0c\u514d\u8d39\u7248\u5df2\u7ecf\u8db3\u591f\u7528\uff1b\u5bf9\u4e8e\u4f01\u4e1a\u7528\u6237\uff0cPro \u7248\u7684\u6027\u4ef7\u6bd4\u4f9d\u7136\u5f88\u9ad8\u3002<\/p>\n
\u9002\u5408\u4eba\u7fa4\u4e0e\u4e0d\u9002\u5408\u4eba\u7fa4<\/p>\n
\u9002\u5408\u4eba\u7fa4\uff1a<\/p>\n
– \u5b66\u751f\u548c\u72ec\u7acb\u5f00\u53d1\u8005\uff1a\u514d\u8d39\u7701\u5fc3\uff0c\u529f\u80fd\u5b8c\u6574<\/p>\n
– \u5168\u6808\u5de5\u7a0b\u5e08\uff1a\u652f\u6301\u8bed\u8a00\u591a\uff0c\u53ef\u4ee5\u8de8\u9879\u76ee\u65e0\u7f1d\u5207\u6362<\/p>\n
– \u521d\u5b66\u8005\uff1a\u5bf9\u8bdd\u6a21\u5f0f\u80fd\u5e2e\u4f60\u7406\u89e3\u4ee3\u7801\u903b\u8f91\uff0c\u8fb9\u5199\u8fb9\u5b66<\/p>\n
\u4e0d\u9002\u5408\u4eba\u7fa4\uff1a<\/p>\n
– \u5199\u51b7\u95e8\u8bed\u8a00\uff08\u5982 COBOL\u3001Prolog\uff09\u7684\u4e13\u4e1a\u4eba\u58eb\uff1aCodeium \u5728\u8fd9\u4e9b\u8bed\u8a00\u4e0a\u8868\u73b0\u4e00\u822c<\/p>\n
– \u9700\u8981\u8d85\u5927\u4e0a\u4e0b\u6587\u5904\u7406\u7684\u5f00\u53d1\u8005\uff1a\u6bd4\u5982\u5728 5000 \u884c\u4ee5\u4e0a\u7684\u590d\u6742\u6587\u4ef6\u91cc\u91cd\u6784<\/p>\n
– \u5bf9\u9690\u79c1\u6781\u5ea6\u654f\u611f\u7684\u884c\u4e1a\uff08\u5982\u91d1\u878d\u3001\u533b\u7597\uff09\uff1a\u514d\u8d39\u7248\u7684\u6570\u636e\u6536\u96c6\u653f\u7b56\u53ef\u80fd\u4e0d\u7b26\u5408\u5408\u89c4\u8981\u6c42<\/p>\n
\u7248\u6743\u4e0e\u5b58\u8bc1\u63d0\u793a<\/p>\n
\u5982\u679c\u4f60\u7528 Codeium \u751f\u6210\u7684\u4ee3\u7801\u6784\u5efa\u4e86\u5546\u4e1a\u9879\u76ee\uff0c\u5efa\u8bae\u4fdd\u7559\u5b8c\u6574\u7684\u521b\u4f5c\u8bb0\u5f55\u3002\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
1. \u63a8\u8350\u6307\u6570\uff1a\u2605\u2605\u2605\u2605\u2606<\/p>\n
2. \u4e00\u53e5\u8bdd\u63a8\u8350\u7406\u7531\uff1a\u514d\u8d39\u9ad8\u6548\uff0c\u4ee3\u7801\u52a9\u624b\u6027\u4ef7\u6bd4\u4e4b\u738b<\/p>\n
3. \u9002\u7528\u573a\u666f\u6807\u7b7e\uff1a\u4ee3\u7801\u5f00\u53d1\/\u5b66\u4e60\u8f85\u52a9\/\u65e5\u5e38\u7f16\u7a0b<\/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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