\u4e09\u79d2\u949f\u770b\u61c2\uff1a\u6c38\u4e45\u514d\u8d39\u3001\u6beb\u79d2\u7ea7\u54cd\u5e94\u3001\u652f\u630140+\u8bed\u8a00\u7684AI\u7f16\u7a0b\u52a9\u624b\uff0cGitHub Copilot\u6700\u5f3a\u5e73\u66ff\u3002<\/p>\n
\u6df1\u5ea6\u8bc4\u6d4b\u6b63\u6587\uff1a<\/p>\n
\u8bf4\u5b9e\u8bdd\uff0c\u5f53\u6211\u7b2c\u4e00\u6b21\u542c\u8bf4Codeium\u65f6\uff0c\u5fc3\u91cc\u662f\u5e26\u7740\u6000\u7591\u7684\uff1a\u4e00\u4e2a\u53f7\u79f0\u201c\u6c38\u4e45\u514d\u8d39\u201d\u7684AI\u4ee3\u7801\u52a9\u624b\uff0c\u771f\u7684\u80fd\u6253\u5417\uff1f\u6bd5\u7adfGitHub Copilot\u5df2\u7ecf\u7528\u4e86\u4e00\u5e74\u591a\uff0c\u4e60\u60ef\u4e86\u90a3\u79cd\u201cAI\u80fd\u8bfb\u61c2\u6211\u4ee3\u7801\u201d\u7684\u723d\u611f\u3002\u4f46\u8bd5\u7528\u4e24\u5468\u540e\uff0c\u6211\u5f97\u627f\u8ba4\u2014\u2014Codeium\u4e0d\u4ec5\u514d\u8d39\uff0c\u800c\u4e14\u67d0\u4e9b\u4f53\u9a8c\u751a\u81f3\u8d85\u8d8a\u4e86Copilot\u3002<\/p>\n
\u6838\u5fc3\u529f\u80fd\u4e0e\u6280\u672f\u4eae\u70b9<\/p>\n
Codeium\u7684\u6838\u5fc3\u5356\u70b9\u5c31\u662f\u901f\u5ea6\u3002\u5b83\u57fa\u4e8e\u81ea\u7814\u7684Transformer\u67b6\u6784\uff0c\u4ee3\u7801\u8865\u5168\u7684\u5ef6\u8fdf\u63a7\u5236\u5728200ms\u4ee5\u5185\uff0c\u8fd9\u6bd4Copilot\u5e73\u5747300-500ms\u7684\u54cd\u5e94\u5feb\u4e86\u4e00\u500d\u3002\u5b9e\u9645\u7f16\u7801\u65f6\uff0c\u4f60\u80fd\u660e\u663e\u611f\u53d7\u5230\u90a3\u79cd\u201c\u6309\u5b8c\u56de\u8f66\uff0c\u5efa\u8bae\u5c31\u51fa\u6765\u4e86\u201d\u7684\u4e1d\u6ed1\u611f\u3002<\/p>\n
\u5b83\u652f\u630140\u591a\u79cd\u7f16\u7a0b\u8bed\u8a00\uff0c\u5305\u62ecPython\u3001JavaScript\u3001TypeScript\u3001Go\u3001Rust\u3001Java\u7b49\u4e3b\u6d41\u8bed\u8a00\uff0c\u8fd8\u6709SQL\u3001YAML\u3001JSON\u7b49\u914d\u7f6e\u6587\u4ef6\u3002\u66f4\u5173\u952e\u7684\u662f\uff0c\u5b83\u96c6\u6210\u4e8615\u4e2a\u4e3b\u6d41IDE\u2014\u2014VS Code\u3001JetBrains\u5168\u5bb6\u6876\u3001Vim\u3001Neovim\u3001Emacs\u3001Sublime Text\u7b49\uff0c\u8986\u76d6\u4e86\u51e0\u4e4e\u6240\u6709\u5f00\u53d1\u8005\u7684\u5de5\u4f5c\u6d41\u3002<\/p>\n
\u6280\u672f\u5c42\u9762\uff0cCodeium\u7684\u4ee3\u7801\u7406\u89e3\u80fd\u529b\u5f88\u624e\u5b9e\u3002\u5b83\u4e0d\u4ec5\u662f\u7b80\u5355\u7684\u201c\u6839\u636e\u4e0a\u6587\u8865\u5168\u4e0b\u6587\u201d\uff0c\u8fd8\u80fd\u7406\u89e3\u51fd\u6570\u7b7e\u540d\u3001\u7c7b\u578b\u6ce8\u89e3\u3001\u6587\u6863\u5b57\u7b26\u4e32\uff0c\u751a\u81f3\u80fd\u63a8\u65ad\u51fa\u4f60\u6b63\u5728\u5b9e\u73b0\u7684\u8bbe\u8ba1\u6a21\u5f0f\u3002\u6bd4\u5982\u4f60\u5728\u5199\u4e00\u4e2a\u5de5\u5382\u6a21\u5f0f\u65f6\uff0c\u5b83\u4f1a\u81ea\u52a8\u5efa\u8bae\u7b26\u5408\u8be5\u6a21\u5f0f\u7684\u4ee3\u7801\u7ed3\u6784\uff0c\u800c\u4e0d\u662f\u673a\u68b0\u5730\u8865\u5168\u5b57\u7b26\u3002<\/p>\n
\u5178\u578b\u4f7f\u7528\u573a\u666f<\/p>\n
\u573a\u666f\u4e00\uff1a\u65e5\u5e38CRUD\u5f00\u53d1<\/p>\n
\u6bd4\u5982\u6211\u5728\u5199\u4e00\u4e2aNode.js\u7684REST API\uff0c\u9700\u8981\u521b\u5efa\u7528\u6237\u6ce8\u518c\u63a5\u53e3\u3002\u8f93\u5165\u201capp.post(‘\/register’, async (req, res) => {\u201d\uff0cCodeium\u7acb\u523b\u5efa\u8bae\u4e86\u5b8c\u6574\u7684\u53c2\u6570\u9a8c\u8bc1\u3001\u5bc6\u7801\u54c8\u5e0c\u3001\u6570\u636e\u5e93\u63d2\u5165\u548c\u9519\u8bef\u5904\u7406\u4ee3\u7801\u5757\u3002\u6211\u53ea\u9700\u8981\u6309Tab\u952e\u63a5\u53d7\uff0c\u7136\u540e\u5fae\u8c03\u4e00\u4e0b\u4e1a\u52a1\u903b\u8f91\u3002\u539f\u6765\u5199\u4e00\u4e2a\u63a5\u53e3\u898110\u5206\u949f\uff0c\u73b0\u57283\u5206\u949f\u641e\u5b9a\u3002<\/p>\n
\u573a\u666f\u4e8c\uff1a\u590d\u6742\u7b97\u6cd5\u5b9e\u73b0<\/p>\n
\u6709\u4e00\u6b21\u6211\u9700\u8981\u5b9e\u73b0\u4e00\u4e2aLRU\u7f13\u5b58\uff08Least Recently Used Cache\uff09\uff0c\u624b\u52a8\u5199\u898120\u591a\u884c\u4ee3\u7801\u3002\u5728Codeium\u4e2d\u8f93\u5165\u201cclass LRUCache {\u201d\uff0c\u5b83\u7acb\u523b\u7ed9\u51fa\u4e86\u5b8c\u6574\u7684\u5b9e\u73b0\uff0c\u5305\u62ec\u54c8\u5e0c\u8868+\u53cc\u5411\u94fe\u8868\u7684\u7ed3\u6784\u3001get\u548cput\u65b9\u6cd5\u3001\u4ee5\u53ca\u5bb9\u91cf\u9650\u5236\u903b\u8f91\u3002\u6211\u751a\u81f3\u4e0d\u9700\u8981\u641c\u7d22Stack Overflow\uff0c\u76f4\u63a5\u590d\u5236\u7c98\u8d34\u5c31\u5b8c\u4e8b\u4e86\u3002<\/p>\n
\u573a\u666f\u4e09\uff1a\u91cd\u6784\u9057\u7559\u4ee3\u7801<\/p>\n
\u9762\u5bf9\u4e00\u4e2a3000\u884c\u7684PHP\u8001\u9879\u76ee\uff0cCodeium\u5e2e\u6211\u505a\u4e86\u51fd\u6570\u62c6\u5206\u3002\u9009\u4e2d\u4e00\u6bb5\u903b\u8f91\uff0c\u6309Ctrl+I\u6253\u5f00\u5185\u8054\u5bf9\u8bdd\uff0c\u8f93\u5165\u201c\u628a\u8fd9\u4e2a\u51fd\u6570\u62c6\u6210\u4e09\u4e2a\u5c0f\u51fd\u6570\uff0c\u6bcf\u4e2a\u8d1f\u8d23\u4e00\u4e2a\u804c\u8d23\u201d\uff0c\u5b83\u5c31\u80fd\u751f\u6210\u91cd\u6784\u540e\u7684\u4ee3\u7801\uff0c\u5e76\u4e14\u4fdd\u7559\u4e86\u539f\u6709\u7684\u53d8\u91cf\u547d\u540d\u548c\u6ce8\u91ca\u98ce\u683c\u3002\u8fd9\u6bd4\u624b\u52a8\u91cd\u6784\u5feb\u4e86\u4e0d\u6b6210\u500d\u3002<\/p>\n
\u4e0e\u540c\u7c7b\u5de5\u5177\u6a2a\u5411\u5bf9\u6bd4<\/p>\n
\u6700\u76f4\u63a5\u7684\u7ade\u54c1\u5c31\u662fGitHub Copilot\u3002Copilot\u7684\u4f18\u52bf\u5728\u4e8e\u5fae\u8f6f\u751f\u6001\u6df1\u5ea6\u6574\u5408\uff0c\u6bd4\u5982\u4e0eAzure DevOps\u3001GitHub Actions\u7684\u8054\u52a8\u3002\u4f46Codeium\u6709\u4e24\u4e2a\u81f4\u547d\u4f18\u52bf\uff1a\u4e00\u662f\u514d\u8d39\uff0cCopilot\u4e2a\u4eba\u7248\u6bcf\u670810\u7f8e\u5143\uff0c\u56e2\u961f\u7248\u66f4\u8d35\uff1b\u4e8c\u662f\u901f\u5ea6\uff0cCodeium\u7684\u5b9e\u65f6\u8865\u5168\u54cd\u5e94\u786e\u5b9e\u5feb\u5f97\u591a\u3002<\/p>\n
\u53e6\u4e00\u4e2a\u7ade\u54c1\u662fTabnine\uff0c\u5b83\u4e3b\u6253\u672c\u5730\u8fd0\u884c\u548c\u9690\u79c1\u4fdd\u62a4\u3002\u4f46Tabnine\u7684\u514d\u8d39\u7248\u529f\u80fd\u6781\u5176\u6709\u9650\uff0c\u8ba2\u9605Pro\u7248\u6bcf\u670812\u7f8e\u5143\u624d\u80fd\u83b7\u5f97\u5b8c\u6574\u4f53\u9a8c\u3002Codeium\u5728\u514d\u8d39\u7248\u5c31\u63d0\u4f9b\u4e86\u5b8c\u6574\u7684\u4ee3\u7801\u8865\u5168\u548c\u5bf9\u8bdd\u529f\u80fd\uff0c\u800c\u4e14\u4ee3\u7801\u6570\u636e\u9ed8\u8ba4\u4e0d\u4e0a\u4f20\uff0c\u9690\u79c1\u4fdd\u62a4\u505a\u5f97\u4e0d\u9519\u3002<\/p>\n
\u8fd8\u6709\u4e00\u4e2a\u503c\u5f97\u63d0\u7684\u662fAmazon CodeWhisperer\uff0c\u5b83\u4e5f\u514d\u8d39\uff0c\u4f46\u53ea\u652f\u6301AWS\u751f\u6001\u5185\u7684\u8bed\u8a00\u548c\u6846\u67b6\uff0c\u5bf9\u901a\u7528\u5f00\u53d1\u573a\u666f\u7684\u652f\u6301\u4e0d\u5982Codeium\u5168\u9762\u3002<\/p>\n
\u5b9a\u4ef7\u6027\u4ef7\u6bd4\u5206\u6790<\/p>\n
Codeium\u7684\u5b9a\u4ef7\u7b56\u7565\u7b80\u76f4\u662f\u201c\u6405\u5c40\u8005\u201d\u3002\u4e2a\u4eba\u7248\u5b8c\u5168\u514d\u8d39\uff0c\u529f\u80fd\u5168\u5f00\uff0c\u6ca1\u6709\u4efb\u4f55\u4f7f\u7528\u6b21\u6570\u9650\u5236\u3002\u56e2\u961f\u7248\u63d0\u4f9b\u989d\u5916\u7684\u7ba1\u7406\u529f\u80fd\uff0c\u6bd4\u5982\u4ee3\u7801\u5e93\u7d22\u5f15\u3001\u4f01\u4e1a\u7ea7\u5b89\u5168\u5ba1\u8ba1\uff0c\u4f46\u57fa\u7840\u7f16\u7801\u4f53\u9a8c\u548c\u4e2a\u4eba\u7248\u5b8c\u5168\u4e00\u81f4\u3002<\/p>\n
\u5bf9\u6bd4\u4e4b\u4e0b\uff0cCopilot\u4e2a\u4eba\u7248\u6bcf\u670810\u7f8e\u5143\uff0cTabnine Pro\u6bcf\u670812\u7f8e\u5143\uff0cCursor Pro\u6bcf\u670820\u7f8e\u5143\u3002\u5982\u679c\u4f60\u662f\u4e00\u4e2a\u72ec\u7acb\u5f00\u53d1\u8005\u6216\u5c0f\u56e2\u961f\uff0cCodeium\u7684\u514d\u8d39\u65b9\u6848\u76f4\u63a5\u5e2e\u4f60\u7701\u4e0b\u6bcf\u5e74120-240\u7f8e\u5143\u7684\u5f00\u652f\u3002\u800c\u4e14\u5b83\u6ca1\u6709\u201c\u514d\u8d39\u7528\u6237\u9650\u6d41\u201d\u8fd9\u79cd\u6076\u5fc3\u64cd\u4f5c\uff0c\u6bcf\u5929\u5199\u51e0\u5343\u884c\u4ee3\u7801\u4e5f\u4e0d\u4f1a\u89e6\u53d1\u4efb\u4f55\u9650\u5236\u3002<\/p>\n
\u9002\u5408\u4eba\u7fa4\u4e0e\u4e0d\u9002\u5408\u4eba\u7fa4<\/p>\n
\u9002\u5408\u4eba\u7fa4\uff1a<\/p>\n
– \u521a\u5165\u95e8\u7684\u7f16\u7a0b\u65b0\u624b\uff1aCodeium\u7684\u4ee3\u7801\u8865\u5168\u548c\u5bf9\u8bdd\u529f\u80fd\u80fd\u5e2e\u4f60\u5feb\u901f\u7406\u89e3\u4ee3\u7801\u903b\u8f91\uff0c\u51cf\u5c11\u641c\u7d22\u65f6\u95f4\u3002<\/p>\n
– \u5168\u6808\u5f00\u53d1\u8005\uff1a\u9700\u8981\u9891\u7e41\u5207\u6362\u8bed\u8a00\u548c\u6846\u67b6\uff0cCodeium\u7684\u591a\u8bed\u8a00\u652f\u6301\u8ba9\u4f60\u4e0d\u7528\u53cd\u590d\u5207\u6362\u5de5\u5177\u3002<\/p>\n
– \u9884\u7b97\u654f\u611f\u7684\u4e2a\u4eba\u5f00\u53d1\u8005\uff1a\u514d\u8d39\u4e14\u529f\u80fd\u5b8c\u6574\uff0c\u6ca1\u6709\u6bd4\u8fd9\u66f4\u9999\u7684\u4e86\u3002<\/p>\n
– \u4f01\u4e1a\u5f00\u53d1\u8005\uff1a\u5982\u679c\u56e2\u961f\u9884\u7b97\u6709\u9650\uff0cCodeium\u7684\u514d\u8d39\u65b9\u6848\u53ef\u4ee5\u76f4\u63a5\u66ff\u4ee3\u4ed8\u8d39\u7684Copilot\u3002<\/p>\n
\u4e0d\u9002\u5408\u4eba\u7fa4\uff1a<\/p>\n
– \u5bf9\u5fae\u8f6f\u751f\u6001\u6709\u6df1\u5ea6\u4f9d\u8d56\u7684\u5f00\u53d1\u8005\uff1a\u5982\u679c\u4f60\u5df2\u7ecf\u6df1\u5ea6\u4f7f\u7528Azure DevOps\u3001GitHub Actions\uff0cCopilot\u7684\u96c6\u6210\u4f1a\u66f4\u987a\u6ed1\u3002<\/p>\n
– \u9700\u8981\u79bb\u7ebf\u5de5\u4f5c\u7684\u5f00\u53d1\u8005\uff1aCodeium\u9700\u8981\u8054\u7f51\uff0c\u6ca1\u6709\u672c\u5730\u8fd0\u884c\u6a21\u5f0f\u3002\u5982\u679c\u4f60\u5728\u65e0\u7f51\u7edc\u73af\u5883\u7f16\u7801\uff0cTabnine\u7684\u672c\u5730\u7248\u53ef\u80fd\u66f4\u5408\u9002\u3002<\/p>\n
– \u5bf9\u4ee3\u7801\u9690\u79c1\u8981\u6c42\u6781\u9ad8\u7684\u56e2\u961f\uff1a\u867d\u7136Codeium\u627f\u8bfa\u4e0d\u5b58\u50a8\u4ee3\u7801\uff0c\u4f46\u6bd5\u7adf\u662f\u4e91\u7aef\u670d\u52a1\u3002\u5982\u679c\u516c\u53f8\u6709\u4e25\u683c\u7684\u4ee3\u7801\u5408\u89c4\u653f\u7b56\uff0c\u53ef\u80fd\u9700\u8981\u81ea\u5efa\u65b9\u6848\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
1. \u63a8\u8350\u6307\u6570\uff1a\u2605\u2605\u2605\u2605\u2605<\/p>\n
2. \u4e00\u53e5\u8bdd\u63a8\u8350\u7406\u7531\uff1a\u514d\u8d39\u4e14\u5f3a\u5927\uff0cCopilot\u6700\u4f73\u5e73\u66ff<\/p>\n
3. \u9002\u7528\u573a\u666f\u6807\u7b7e\uff1a\u4ee3\u7801\u5f00\u53d1\uff0cAI\u7f16\u7a0b\uff0c\u6548\u7387\u5de5\u5177<\/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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