{"id":3742,"date":"2026-06-20T12:26:01","date_gmt":"2026-06-20T04:26:01","guid":{"rendered":"https:\/\/nav.aichuangzuoshe.com\/index.php\/2026\/06\/20\/sourcegraph-cody%ef%bc%9a%e5%a4%a7%e5%9e%8b%e4%bb%a3%e7%a0%81%e5%ba%93%e7%9a%84-ai-%e6%95%91%e6%98%9f\/"},"modified":"2026-06-20T12:26:01","modified_gmt":"2026-06-20T04:26:01","slug":"sourcegraph-cody%ef%bc%9a%e5%a4%a7%e5%9e%8b%e4%bb%a3%e7%a0%81%e5%ba%93%e7%9a%84-ai-%e6%95%91%e6%98%9f","status":"publish","type":"post","link":"https:\/\/nav.aichuangzuoshe.com\/index.php\/2026\/06\/20\/sourcegraph-cody%ef%bc%9a%e5%a4%a7%e5%9e%8b%e4%bb%a3%e7%a0%81%e5%ba%93%e7%9a%84-ai-%e6%95%91%e6%98%9f\/","title":{"rendered":"Sourcegraph Cody\uff1a\u5927\u578b\u4ee3\u7801\u5e93\u7684 AI \u6551\u661f"},"content":{"rendered":"<p>\u4e09\u79d2\u949f\u770b\u61c2\uff1a\u4e0d\u7528\u518d\u624b\u52a8\u7ffb\u6587\u4ef6\uff0cCody \u80fd\u7406\u89e3\u6574\u4e2a\u4ed3\u5e93\uff0c\u76f4\u63a5\u5e2e\u4f60\u91cd\u6784\u590d\u6742\u4ee3\u7801\u5e93\u3002<\/p>\n<p>\u4f60\u8fd8\u5728\u4e3a\u63a5\u624b\u4e00\u4e2a\u51e0\u767e\u4e07\u884c\u4ee3\u7801\u7684\u201c\u5c4e\u5c71\u201d\u800c\u5934\u75bc\u5417\uff1f\u5f53\u4f60\u5728 IDE \u91cc Ctrl+Shift+F \u641c\u51fa\u51e0\u5341\u4e2a\u540c\u540d\u51fd\u6570\uff0c\u5374\u5206\u4e0d\u6e05\u54ea\u4e2a\u662f\u6838\u5fc3\u903b\u8f91\u65f6\uff0cSourcegraph Cody \u5c31\u662f\u90a3\u4e2a\u80fd\u5e2e\u4f60\u7406\u6e05\u5934\u7eea\u7684\u201c\u4ee3\u7801\u8003\u53e4\u5b66\u5bb6\u201d\u3002\u5b83\u4e0d\u50cf\u90a3\u4e9b\u53ea\u80fd\u76ef\u7740\u5f53\u524d\u6253\u5f00\u6587\u4ef6\u7684 AI \u52a9\u624b\uff0cCody \u7684\u89c6\u91ce\u8986\u76d6\u6574\u4e2a Git \u4ed3\u5e93\uff0c\u4ece\u4f9d\u8d56\u6811\u5230\u8de8\u670d\u52a1\u8c03\u7528\uff0c\u5b83\u770b\u5f97\u4e00\u6e05\u4e8c\u695a\u3002<\/p>\n<p>\u6838\u5fc3\u529f\u80fd\u4e0e\u6280\u672f\u4eae\u70b9<\/p>\n<p>Cody \u6700\u786c\u6838\u7684\u80fd\u529b\u662f\u201c\u4ee3\u7801\u5e93\u7ea7\u4e0a\u4e0b\u6587\u7406\u89e3\u201d\u3002\u5b83\u57fa\u4e8e Sourcegraph \u5f3a\u5927\u7684\u4ee3\u7801\u7d22\u5f15\u5f15\u64ce\uff0c\u80fd\u628a\u4f60\u6574\u4e2a\u4ed3\u5e93\u7684\u4ee3\u7801\u3001\u6ce8\u91ca\u3001PR \u8bb0\u5f55\u3001\u6587\u6863\u751a\u81f3 issue \u90fd\u53d8\u6210\u53ef\u641c\u7d22\u7684\u5411\u91cf\u6570\u636e\u5e93\u3002\u5f53\u4f60\u63d0\u95ee\u65f6\uff0cCody \u4e0d\u662f\u53ea\u76ef\u7740\u4f60\u5f53\u524d\u6253\u5f00\u7684 `app.tsx`\uff0c\u800c\u662f\u4f1a\u53bb\u68c0\u7d22 `utils\/`\u3001`services\/` \u751a\u81f3 `vendor\/` \u76ee\u5f55\u4e0b\u7684\u76f8\u5173\u4ee3\u7801\uff0c\u7136\u540e\u7ed9\u51fa\u4e00\u4e2a\u5168\u5c40\u6027\u7684\u7b54\u6848\u3002<\/p>\n<p>\u6280\u672f\u4e0a\uff0cCody \u652f\u6301\u591a\u6a21\u6001\u4ee3\u7801\u641c\u7d22\u2014\u2014\u4f60\u53ef\u4ee5\u7528\u81ea\u7136\u8bed\u8a00\u95ee\u201c\u8fd9\u4e2a\u9879\u76ee\u7684\u7528\u6237\u8ba4\u8bc1\u6d41\u7a0b\u662f\u600e\u4e48\u5b9e\u73b0\u7684\uff1f\u201d\uff0c\u5b83\u4f1a\u81ea\u52a8\u5b9a\u4f4d\u5230 `auth` \u6a21\u5757\uff0c\u5e76\u89e3\u91ca\u4ece `login.ts` \u5230 `tokenManager.ts` \u7684\u5b8c\u6574\u8c03\u7528\u94fe\u3002\u5b83\u8fd8\u80fd\u6267\u884c\u201c\u4ee3\u7801\u89e3\u91ca\u201d\u547d\u4ee4\uff0c\u77ac\u95f4\u751f\u6210\u6574\u4e2a\u6a21\u5757\u7684\u67b6\u6784\u56fe\uff08\u901a\u8fc7 Mermaid \u8bed\u6cd5\uff09\uff0c\u8fd9\u5728\u63a5\u624b\u65e7\u9879\u76ee\u65f6\u7b80\u76f4\u662f\u795e\u5668\u3002<\/p>\n<p>\u53e6\u4e00\u4e2a\u6740\u624b\u950f\u662f\u201c\u5185\u8054\u7f16\u8f91\u201d\u548c\u201c\u547d\u4ee4\u6a21\u5f0f\u201d\u3002\u4f60\u9009\u4e2d\u4e00\u6bb5\u6df7\u4e71\u7684\u4ee3\u7801\uff0c\u76f4\u63a5\u8bf4\u201c\u4f18\u5316\u8fd9\u4e2a\u51fd\u6570\uff0c\u8ba9\u5b83\u7b26\u5408 SOLID \u539f\u5219\u201d\uff0cCody \u4f1a\u57fa\u4e8e\u6574\u4e2a\u4ee3\u7801\u5e93\u7684\u7f16\u7801\u98ce\u683c\u548c\u4f9d\u8d56\u5173\u7cfb\uff0c\u751f\u6210\u4e00\u4e2a\u91cd\u6784\u65b9\u6848\uff0c\u5e76\u9ad8\u4eae\u663e\u793a\u6539\u52a8\u70b9\u3002\u5b83\u751a\u81f3\u80fd\u7406\u89e3\u201c\u8fd9\u4e2a\u6a21\u5757\u7684\u6d4b\u8bd5\u8986\u76d6\u7387\u592a\u4f4e\uff0c\u5e2e\u6211\u8865\u5168\u7f3a\u5931\u7684\u8fb9\u754c\u7528\u4f8b\u201d\uff0c\u7136\u540e\u81ea\u52a8\u751f\u6210 Jest \u6216 Vitest \u6d4b\u8bd5\u4ee3\u7801\u3002<\/p>\n<p>\u5178\u578b\u4f7f\u7528\u573a\u666f<\/p>\n<p>\u573a\u666f\u4e00\uff1a\u91cd\u6784\u9057\u7559\u7cfb\u7edf\u3002\u4f60\u63a5\u624b\u4e00\u4e2a 5 \u5e74\u5386\u53f2\u7684 Java \u9879\u76ee\uff0c\u91cc\u9762\u6709\u8d85\u8fc7 100 \u4e2a\u7c7b\u76f8\u4e92\u5faa\u73af\u4f9d\u8d56\u3002\u4f60\u7528 Cody \u63d0\u95ee\uff1a\u201c\u627e\u51fa `OrderService` \u4e2d\u6240\u6709\u8fdd\u53cd\u5355\u4e00\u804c\u8d23\u539f\u5219\u7684\u65b9\u6cd5\uff0c\u5e76\u7ed9\u51fa\u62c6\u5206\u5efa\u8bae\u3002\u201dCody \u4f1a\u626b\u63cf\u6574\u4e2a `OrderService` \u7684\u8c03\u7528\u94fe\uff0c\u8bc6\u522b\u51fa\u5b83\u540c\u65f6\u5904\u7406\u4e86\u201c\u8ba2\u5355\u9a8c\u8bc1\u201d\u3001\u201c\u5e93\u5b58\u6263\u51cf\u201d\u548c\u201c\u65e5\u5fd7\u8bb0\u5f55\u201d\u4e09\u4e2a\u804c\u8d23\uff0c\u7136\u540e\u7ed9\u51fa\u4e00\u4e2a\u91cd\u6784\u65b9\u6848\uff0c\u751a\u81f3\u81ea\u52a8\u751f\u6210\u65b0\u7684 `OrderValidator` \u548c `InventoryManager` \u7c7b\u7684\u9aa8\u67b6\u4ee3\u7801\u3002<\/p>\n<p>\u573a\u666f\u4e8c\uff1a\u8de8\u4ed3\u5e93\u8c03\u8bd5\u3002\u4f60\u5728\u5fae\u670d\u52a1\u67b6\u6784\u4e2d\u9047\u5230\u4e00\u4e2a bug\uff0c\u9519\u8bef\u65e5\u5fd7\u6307\u5411 `payment-service`\uff0c\u4f46\u4f60\u6000\u7591\u662f `user-service` \u7684\u67d0\u4e2a\u63a5\u53e3\u8fd4\u56de\u4e86\u9519\u8bef\u6570\u636e\u3002Cody \u53ef\u4ee5\u540c\u65f6\u7406\u89e3\u591a\u4e2a\u4ed3\u5e93\u7684\u4ee3\u7801\uff0c\u4f60\u53ea\u9700\u95ee\uff1a\u201c`payment-service` \u8c03\u7528 `user-service` \u7684 `getProfile` \u63a5\u53e3\u65f6\uff0c\u4e3a\u4ec0\u4e48\u8fd4\u56de\u4e86 500 \u9519\u8bef\uff1f\u201d\u5b83\u4f1a\u81ea\u52a8\u641c\u7d22\u4e24\u4e2a\u4ed3\u5e93\u7684\u65e5\u5fd7\u548c\u4ee3\u7801\uff0c\u5b9a\u4f4d\u5230 `user-service` \u4e2d\u4e00\u4e2a\u672a\u5904\u7406\u7684 `NullPointerException`\u3002<\/p>\n<p>\u573a\u666f\u4e09\uff1a\u65b0\u4eba\u5165\u804c\u3002\u65b0\u540c\u4e8b\u9762\u5bf9\u4e00\u4e2a\u590d\u6742\u7684 React \u9879\u76ee\uff0c\u4e0d\u77e5\u9053\u7ec4\u4ef6\u95f4\u5982\u4f55\u901a\u4fe1\u3002\u4ed6\u53ef\u4ee5\u76f4\u63a5\u95ee Cody\uff1a\u201c`ProductList` \u7ec4\u4ef6\u662f\u5982\u4f55\u628a\u6570\u636e\u4f20\u9012\u7ed9 `CartSummary` \u7684\uff1f\u201dCody \u4f1a\u7ed8\u5236\u51fa\u6570\u636e\u6d41\u56fe\uff0c\u5e76\u89e3\u91ca\u662f\u901a\u8fc7 Redux \u7684 `useSelector` \u548c `dispatch` \u5b9e\u73b0\u7684\uff0c\u751a\u81f3\u80fd\u6307\u51fa\u54ea\u91cc\u7f3a\u5c11\u4e86\u7c7b\u578b\u5b9a\u4e49\u3002<\/p>\n<p>\u4e0e\u540c\u7c7b\u5de5\u5177\u6a2a\u5411\u5bf9\u6bd4<\/p>\n<p>\u62ff GitHub Copilot \u6765\u5bf9\u6bd4\u3002Copilot \u66f4\u50cf\u662f\u201c\u4ee3\u7801\u8865\u5168\u52a0\u901f\u5668\u201d\uff0c\u5b83\u64c5\u957f\u5728\u4f60\u5199\u4ee3\u7801\u65f6\u9884\u6d4b\u4e0b\u4e00\u884c\uff0c\u4f46\u5f53\u4f60\u95ee\u201c\u8fd9\u4e2a\u9879\u76ee\u7684\u67b6\u6784\u662f\u4ec0\u4e48\u201d\u65f6\uff0cCopilot \u57fa\u672c\u6293\u778e\uff0c\u56e0\u4e3a\u5b83\u53ea\u80fd\u770b\u5230\u5f53\u524d\u6587\u4ef6\u3002Cody \u5219\u66f4\u50cf\u662f\u201c\u4ee3\u7801\u5e93\u5206\u6790\u5e08\u201d\uff0c\u5b83\u4e0d\u64c5\u957f\u9010\u884c\u8865\u5168\uff08\u867d\u7136\u4e5f\u652f\u6301\uff09\uff0c\u4f46\u64c5\u957f\u56de\u7b54\u201c\u4e3a\u4ec0\u4e48\u201d\u548c\u201c\u600e\u4e48\u6539\u201d\u3002<\/p>\n<p>Copilot \u5bf9\u5355\u6587\u4ef6\u5f00\u53d1\u4f53\u9a8c\u6781\u4f73\uff0c\u4f46 Cody \u5bf9\u5927\u578b\u591a\u6a21\u5757\u9879\u76ee\u7684\u91cd\u6784\u548c\u8c03\u8bd5\u662f\u78be\u538b\u7ea7\u7684\u3002\u7b80\u5355\u8bf4\uff1a\u5982\u679c\u4f60\u6bcf\u5929\u5728\u5199\u65b0\u529f\u80fd\uff0cCopilot \u662f\u66f4\u597d\u7684\u642d\u6863\uff1b\u5982\u679c\u4f60\u6bcf\u5929\u5728\u4fee\u65e7\u4ee3\u7801\u3001\u505a\u4ee3\u7801\u5ba1\u67e5\u3001\u91cd\u6784\u7cfb\u7edf\uff0cCody \u624d\u662f\u4f60\u7684\u771f\u547d\u5929\u5b50\u3002<\/p>\n<p>\u5b9a\u4ef7\u6027\u4ef7\u6bd4\u5206\u6790<\/p>\n<p>Cody \u6709\u514d\u8d39\u7248\uff0c\u652f\u6301 100 \u6b21\/\u6708\u7684\u4ee3\u7801\u641c\u7d22\u548c\u5bf9\u8bdd\uff0c\u5bf9\u4e2a\u4eba\u5f00\u53d1\u8005\u8db3\u591f\u53cb\u597d\u3002\u4ed8\u8d39\u7248 Pro \u5b9a\u4ef7 9 \u7f8e\u5143\/\u6708\uff0c\u89e3\u9501\u65e0\u9650\u8bf7\u6c42\u548c\u9ad8\u7ea7\u4ee3\u7801\u641c\u7d22\u529f\u80fd\uff0c\u8fd8\u80fd\u81ea\u5b9a\u4e49\u4e0a\u4e0b\u6587\u89c4\u5219\u3002\u4f01\u4e1a\u7248\u5219\u662f\u6309\u7528\u6237\u6570\u6536\u8d39\uff0c\u4f46\u652f\u6301\u79c1\u6709\u5316\u90e8\u7f72\u548c SSO \u96c6\u6210\u3002<\/p>\n<p>\u5bf9\u6bd4 Copilot \u7684 10 \u7f8e\u5143\/\u6708\uff0cCody \u7684\u4ed8\u8d39\u7248\u4ef7\u683c\u66f4\u4fbf\u5b9c\uff0c\u4f46\u529f\u80fd\u4fa7\u91cd\u70b9\u5b8c\u5168\u4e0d\u540c\u3002\u5982\u679c\u4f60\u662f\u4e00\u4e2a 10 \u4eba\u4ee5\u4e0a\u7684\u56e2\u961f\uff0c\u6b63\u5728\u7ef4\u62a4\u4e00\u4e2a\u767e\u4e07\u884c\u7ea7\u522b\u7684\u4ee3\u7801\u5e93\uff0cCody \u4f01\u4e1a\u7248\u7684 ROI \u6781\u9ad8\u2014\u2014\u5b83\u80fd\u628a\u4ee3\u7801\u5ba1\u67e5\u65f6\u95f4\u7f29\u77ed 50% \u4ee5\u4e0a\uff0c\u91cd\u6784\u98ce\u9669\u964d\u4f4e 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