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\u6838\u5fc3\u529f\u80fd\u4e0e\u6280\u672f\u4eae\u70b9<\/p>\n
CodeWhisperer\u7684\u5e95\u5c42\u57fa\u4e8eAmazon\u81ea\u5bb6\u7684\u5927\u6a21\u578b\uff0c\u4e13\u95e8\u9488\u5bf9\u4ee3\u7801\u573a\u666f\u505a\u4e86\u5fae\u8c03\u3002\u5b83\u6700\u786c\u6838\u7684\u4e09\u4e2a\u80fd\u529b\u662f\uff1a<\/p>\n
\u5b9e\u65f6\u4ee3\u7801\u5efa\u8bae\uff1a\u5728IDE\u91cc\u5199\u4ee3\u7801\u65f6\uff0c\u5b83\u4f1a\u6839\u636e\u4e0a\u4e0b\u6587\u548c\u6ce8\u91ca\u751f\u6210\u6574\u6bb5\u4ee3\u7801\u3002\u76ee\u524d\u652f\u6301Python\u3001Java\u3001JavaScript\u3001TypeScript\u3001C#\u3001Go\u3001Rust\u3001Kotlin\u3001PHP\u3001C++\u3001SQL\u7b4915\u79cd\u8bed\u8a00\uff0c\u8986\u76d6\u4e86\u4e3b\u6d41\u540e\u7aef\u548c\u4e91\u5f00\u53d1\u573a\u666f\u3002\u54cd\u5e94\u901f\u5ea6\u5b9e\u6d4b\u5728200-500ms\u4e4b\u95f4\uff0c\u6bd4Copilot\u7a0d\u6162\u4e00\u4e22\u4e22\uff0c\u4f46\u5b8c\u5168\u4e0d\u5f71\u54cd\u624b\u611f\u3002<\/p>\n
\u5b89\u5168\u6f0f\u6d1e\u626b\u63cf\uff1a\u8fd9\u662fCopilot\u6ca1\u6709\u7684\u6740\u624b\u950f\u3002\u5b83\u80fd\u81ea\u52a8\u626b\u63cf\u751f\u6210\u7684\u4ee3\u7801\uff0c\u68c0\u6d4bOWASP Top 10\u6f0f\u6d1e\u3001\u52a0\u5bc6\u5bc6\u94a5\u786c\u7f16\u7801\u3001\u6ce8\u5165\u653b\u51fb\u7b49\u98ce\u9669\u3002\u6bd4\u5982\u4f60\u5199\u4e86\u4e2a\u786c\u7f16\u7801\u7684AWS Secret Key\uff0c\u5b83\u4f1a\u7acb\u523b\u5f39\u8b66\u544a\uff0c\u751a\u81f3\u80fd\u63a8\u8350\u4fee\u590d\u65b9\u6848\u3002\u8fd9\u70b9\u5bf9\u5b89\u5168\u5408\u89c4\u8981\u6c42\u9ad8\u7684\u4f01\u4e1a\u9879\u76ee\u6765\u8bf4\uff0c\u4ef7\u503c\u5de8\u5927\u3002<\/p>\n
AWS\u670d\u52a1\u96c6\u6210\uff1a\u5199Lambda\u51fd\u6570\u65f6\uff0c\u5b83\u4f1a\u81ea\u52a8\u5efa\u8baeboto3\u7684\u6b63\u786e\u8c03\u7528\u65b9\u5f0f\uff1b\u5199DynamoDB\u67e5\u8be2\u65f6\uff0c\u5b83\u77e5\u9053\u600e\u4e48\u4f18\u5316PartiQL\u8bed\u53e5\u3002\u5982\u679c\u4f60\u5728\u5199\u4e00\u4e2aS3\u4e0a\u4f20\u903b\u8f91\uff0c\u5b83\u751a\u81f3\u80fd\u5efa\u8bae\u52a0\u4e0a\u7248\u672c\u63a7\u5236\u548c\u52a0\u5bc6\u53c2\u6570\u3002\u8fd9\u79cd\u5bf9\u4e91API\u7684\u6df1\u5ea6\u7406\u89e3\uff0c\u662f\u901a\u7528AI\u5de5\u5177\u505a\u4e0d\u5230\u7684\u3002<\/p>\n
\u5178\u578b\u4f7f\u7528\u573a\u666f<\/p>\n
\u6848\u4f8b1\uff1a\u5feb\u901f\u642d\u5efaLambda\u51fd\u6570<\/p>\n
\u5047\u8bbe\u4f60\u8981\u5199\u4e00\u4e2a\u5904\u7406S3\u4e8b\u4ef6\u89e6\u53d1\u7684Lambda\u51fd\u6570\uff0c\u4f20\u7edf\u505a\u6cd5\u662f\u53bb\u7ffb\u6587\u6863\u67e5boto3\u7684API\u3002\u7528CodeWhisperer\uff0c\u4f60\u53ea\u9700\u8981\u5199\u6ce8\u91ca\u201c\u4eceS3\u8bfb\u53d6\u56fe\u7247\u5e76\u751f\u6210\u7f29\u7565\u56fe\u201d\uff0c\u5b83\u5c31\u4f1a\u81ea\u52a8\u751f\u6210\u5b8c\u6574\u7684Python\u4ee3\u7801\uff0c\u5305\u62ecS3\u5ba2\u6237\u7aef\u521d\u59cb\u5316\u3001\u56fe\u7247\u4e0b\u8f7d\u3001Pillow\u5904\u7406\u3001\u7ed3\u679c\u4e0a\u4f20\uff0c\u751a\u81f3\u8fde\u9519\u8bef\u5904\u7406\u548c\u65e5\u5fd7\u8bb0\u5f55\u90fd\u5e26\u4e0a\u4e86\u3002\u5b9e\u6d4b\u4e00\u4e2a\u539f\u672c\u9700\u898120\u5206\u949f\u7684\u51fd\u6570\uff0c3\u5206\u949f\u641e\u5b9a\u3002<\/p>\n
\u6848\u4f8b2\uff1a\u4fee\u590d\u4ee3\u7801\u5b89\u5168\u6f0f\u6d1e<\/p>\n
\u6709\u6b21\u6211\u5728\u5199\u4e00\u4e2aREST API\u7684\u8ba4\u8bc1\u903b\u8f91\uff0cCodeWhisperer\u5efa\u8bae\u7684\u4ee3\u7801\u91cc\u5305\u542b\u4e86\u4e00\u4e2aJWT\u786c\u7f16\u7801\u5bc6\u94a5\u3002\u5b83\u7acb\u523b\u5f39\u51fa\u4e00\u4e2a\u5b89\u5168\u8b66\u544a\uff0c\u6807\u6ce8\u51fa\u201cHardcoded credential detected\u201d\uff0c\u5e76\u63a8\u8350\u6539\u7528AWS Secrets Manager\u52a8\u6001\u83b7\u53d6\u5bc6\u94a5\u3002\u8fd9\u4e2a\u529f\u80fd\u5bf9\u521a\u5165\u884c\u7684\u5f00\u53d1\u8005\u7279\u522b\u53cb\u597d\uff0c\u76f8\u5f53\u4e8e\u7ed9\u4f60\u914d\u4e86\u4e2a24\u5c0f\u65f6\u5728\u7ebf\u7684\u5b89\u5168\u5ba1\u8ba1\u5458\u3002<\/p>\n
\u6848\u4f8b3\uff1a\u4f18\u5316DynamoDB\u67e5\u8be2<\/p>\n
\u5199\u6570\u636e\u5e93\u67e5\u8be2\u65f6\uff0c\u5b83\u4e0d\u4f1a\u53ea\u6ee1\u8db3\u4e8e\u201c\u80fd\u8dd1\u201d\u3002\u6bd4\u5982\u4f60\u5199\u4e86\u4e00\u4e2aScan\u64cd\u4f5c\uff0c\u5b83\u4f1a\u5efa\u8bae\u6539\u7528Query\u52a0\u7d22\u5f15\u6765\u63d0\u5347\u6027\u80fd\u3002\u5982\u679c\u4f60\u7528\u4e86\u8fc7\u65f6\u7684API\uff0c\u5b83\u4f1a\u63d0\u9192\u4f60\u5207\u6362\u5230\u6700\u65b0\u7684AWS SDK v3\u3002\u8fd9\u79cd\u5bf9\u6700\u4f73\u5b9e\u8df5\u7684\u6301\u7eed\u611f\u77e5\uff0c\u8ba9\u4ee3\u7801\u8d28\u91cf\u5929\u7136\u9ad8\u4e00\u4e2a\u6863\u6b21\u3002<\/p>\n
\u4e0e\u540c\u7c7b\u5de5\u5177\u6a2a\u5411\u5bf9\u6bd4<\/p>\n
GitHub Copilot\u662fCodeWhisperer\u6700\u76f4\u63a5\u7684\u5bf9\u624b\u3002Copilot\u5728\u4ee3\u7801\u8865\u5168\u7684\u51c6\u786e\u7387\u548c\u4e0a\u4e0b\u6587\u7406\u89e3\u4e0a\u7565\u80dc\u4e00\u7b79\uff0c\u5c24\u5176\u5728Python\u548cJavaScript\u7684\u901a\u7528\u573a\u666f\u4e0b\uff0c\u5b83\u751f\u6210\u7684\u4ee3\u7801\u66f4\u201c\u806a\u660e\u201d\u3002\u4f46CodeWhisperer\u6709\u4e24\u4e2aCopilot\u6ca1\u6709\u7684\u4f18\u52bf\uff1a\u4e00\u662f\u514d\u8d39\u7248\u4e0d\u9650\u6b21\u6570\uff0cCopilot\u514d\u8d39\u7248\u6bcf\u6708\u53ea\u67092000\u6b21\u8865\u5168\uff1b\u4e8c\u662f\u5185\u7f6e\u5b89\u5168\u626b\u63cf\uff0cCopilot\u7684\u4ee3\u7801\u5ba1\u8ba1\u9700\u8981\u989d\u5916\u8ba2\u9605GitHub Advanced Security\u3002<\/p>\n
\u53e6\u4e00\u4e2a\u7ade\u54c1\u662fTabnine\uff0c\u5b83\u4e3b\u6253\u9690\u79c1\u4fdd\u62a4\uff0c\u53ef\u4ee5\u672c\u5730\u90e8\u7f72\u6a21\u578b\u3002\u4f46Tabnine\u7684\u4ee3\u7801\u8d28\u91cf\u548cAWS\u96c6\u6210\u80fd\u529b\u660e\u663e\u5f31\u4e8eCodeWhisperer\uff0c\u800c\u4e14\u514d\u8d39\u7248\u529f\u80fd\u53d7\u9650\u3002<\/p>\n
\u5b9a\u4ef7\u6027\u4ef7\u6bd4\u5206\u6790<\/p>\n
CodeWhisperer\u7684\u4e2a\u4eba\u7248\u5b8c\u5168\u514d\u8d39\uff0c\u6ca1\u6709\u4efb\u4f55\u4f7f\u7528\u6b21\u6570\u9650\u5236\uff0c\u8fd9\u5bf9\u72ec\u7acb\u5f00\u53d1\u8005\u548c\u5c0f\u56e2\u961f\u6765\u8bf4\u7b80\u76f4\u662f\u767d\u5ad6\u5929\u5802\u3002\u4f01\u4e1a\u7248\u5b9a\u4ef7\u4e3a\u6bcf\u670819\u7f8e\u5143\/\u7528\u6237\uff0c\u989d\u5916\u589e\u52a0\u4e86\u7ba1\u7406\u63a7\u5236\u53f0\u3001SSO\u96c6\u6210\u3001\u7b56\u7565\u5b9a\u5236\u7b49\u529f\u80fd\u3002\u5bf9\u6bd4Copilot\u7684\u4e2a\u4eba\u7248\uff0810\u7f8e\u5143\/\u6708\uff09\u548c\u4f01\u4e1a\u7248\uff0819\u7f8e\u5143\/\u6708\uff09\uff0cCodeWhisperer\u7684\u514d\u8d39\u7b56\u7565\u6740\u4f24\u529b\u5de8\u5927\u2014\u2014\u5982\u679c\u4f60\u4e0d\u4f9d\u8d56Copilot\u7684\u989d\u5916\u7279\u6027\uff08\u6bd4\u5982\u804a\u5929\u6a21\u5f0f\u3001\u591a\u6587\u4ef6\u7f16\u8f91\uff09\uff0c\u5b8c\u5168\u53ef\u4ee5\u96f6\u6210\u672c\u5207\u6362\u5230CodeWhisperer\u3002<\/p>\n
\u9002\u5408\u4eba\u7fa4\u4e0e\u4e0d\u9002\u5408\u4eba\u7fa4<\/p>\n
\u9002\u5408\u4eba\u7fa4\uff1aAWS\u4e91\u5f00\u53d1\u8005\u3001\u540e\u7aef\u5de5\u7a0b\u5e08\u3001DevOps\u4ece\u4e1a\u8005\u3001\u5b89\u5168\u5ba1\u8ba1\u4eba\u5458\u3002\u7279\u522b\u662f\u90a3\u4e9b\u6bcf\u5929\u8ddfAWS\u670d\u52a1\u6253\u4ea4\u9053\u7684\u56e2\u961f\uff0cCodeWhisperer\u80fd\u663e\u8457\u51cf\u5c11\u67e5\u9605\u6587\u6863\u548c\u8c03\u8bd5API\u7684\u65f6\u95f4\u3002\u5b66\u751f\u548c\u521d\u7ea7\u5f00\u53d1\u8005\u4e5f\u80fd\u4ece\u4e2d\u83b7\u76ca\uff0c\u56e0\u4e3a\u5b83\u7684\u5b89\u5168\u626b\u63cf\u53ef\u4ee5\u5e2e\u4f60\u517b\u6210\u597d\u4e60\u60ef\u3002<\/p>\n
\u4e0d\u9002\u5408\u4eba\u7fa4\uff1a\u524d\u7aef\u5f00\u53d1\u8005\u3001\u6e38\u620f\u5f00\u53d1\u8005\u3001\u5d4c\u5165\u5f0f\u7cfb\u7edf\u5de5\u7a0b\u5e08\u3002CodeWhisperer\u5bf9\u524d\u7aef\u6846\u67b6\uff08React\u3001Vue\uff09\u7684\u652f\u6301\u6bd4\u8f83\u57fa\u7840\uff0c\u4e0d\u5982Copilot\u548cCursor\u3002\u5982\u679c\u4f60\u4e3b\u8981\u5199C++\u6e38\u620f\u903b\u8f91\u6216\u5e95\u5c42\u9a71\u52a8\uff0c\u5b83\u57fa\u672c\u5e2e\u4e0d\u4e0a\u5fd9\u3002\u53e6\u5916\uff0c\u5982\u679c\u4f60\u5bf9\u4ee3\u7801\u9690\u79c1\u6781\u5ea6\u654f\u611f\uff08\u6bd4\u5982\u519b\u5de5\u3001\u91d1\u878d\u884c\u4e1a\uff09\uff0c\u5efa\u8bae\u8c28\u614e\u4f7f\u7528\uff0c\u56e0\u4e3a\u4ee3\u7801\u4f1a\u4e0a\u4f20\u5230AWS\u4e91\u7aef\u5904\u7406\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\u2606<\/p>\n
\u4e00\u53e5\u8bdd\u63a8\u8350\u7406\u7531\uff1aAWS\u751f\u6001\u5fc5\u5907\uff0c\u514d\u8d39\u4e14\u5b89\u5168\uff0c\u4e91\u5f00\u53d1\u8005\u7684\u6548\u7387\u5916\u6302\u3002<\/p>\n
\u9002\u7528\u573a\u666f\u6807\u7b7e\uff1a\u4e91\u5f00\u53d1\/\u5b89\u5168\u5ba1\u8ba1\/\u540e\u7aef\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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