\u4f5c\u4e3aAI\u5bfc\u822a\u7ad9\u7684\u9996\u5e2d\u5de5\u5177\u5206\u6790\u5e08\uff0c\u6211\u6700\u8fd1\u6df1\u5ea6\u4f53\u9a8c\u4e86Amazon CodeWhisperer\u3002\u8fd9\u6b3eAWS\u5b98\u65b9\u63a8\u51fa\u7684AI\u7f16\u7a0b\u52a9\u624b\uff0c\u57282023\u5e744\u6708\u6b63\u5f0fGA\u540e\uff0c\u51ed\u501f\u201c\u514d\u8d39\u3001\u5b89\u5168\u3001\u4e91\u539f\u751f\u201d\u4e09\u5f20\u724c\uff0c\u8fc5\u901f\u5728\u5f00\u53d1\u8005\u793e\u533a\u53d1\u9175\u3002\u6211\u5fc5\u987b\u8bf4\uff0c\u5bf9\u4e8e\u5df2\u7ecf\u5728AWS\u751f\u6001\u91cc\u6478\u722c\u6eda\u6253\u7684\u5de5\u7a0b\u5e08\uff0c\u8fd9\u5de5\u5177\u7b80\u76f4\u662f\u201c\u5f00\u6302\u795e\u5668\u201d\u2014\u2014\u4f46\u5982\u679c\u4f60\u662f\u4e2a\u5168\u6808\u5f00\u53d1\u8005\u6216\u8005\u53ea\u5199\u524d\u7aef\uff0c\u5b83\u53ef\u80fd\u4e0d\u662f\u4f60\u7684\u7b2c\u4e00\u9009\u62e9\u3002<\/p>\n
\u6838\u5fc3\u529f\u80fd\u4e0e\u6280\u672f\u4eae\u70b9<\/p>\n
CodeWhisperer\u7684\u6838\u5fc3\u80fd\u529b\u662f\u4ee3\u7801\u8865\u5168\uff0c\u4f46\u5b83\u7684\u5dee\u5f02\u5316\u5728\u4e8e\u4e09\u4e2a\u7ef4\u5ea6\uff1a\u5b9e\u65f6\u5efa\u8bae\u3001\u5b89\u5168\u626b\u63cf\u548c\u5f15\u7528\u8ddf\u8e2a\u3002\u5b83\u57fa\u4e8eAmazon\u7684Bedrock\u5e73\u53f0\u8bad\u7ec3\uff0c\u6a21\u578b\u53c2\u6570\u91cf\u672a\u516c\u5f00\uff0c\u4f46\u5b9e\u6d4b\u8865\u5168\u901f\u5ea6\u548c\u51c6\u786e\u7387\u5728\u4e2d\u7b49\u504f\u4e0a\u6c34\u5e73\u3002<\/p>\n
– \u4ee3\u7801\u8865\u5168\uff1a\u652f\u6301Python\u3001Java\u3001JavaScript\u3001TypeScript\u3001C#\u3001Go\u3001Rust\u3001PHP\u3001Kotlin\u7b4915\u79cd\u8bed\u8a00\u3002\u8865\u5168\u901f\u5ea6\u7ea60.3-0.5\u79d2\/\u6b21\uff0c\u51c6\u786e\u7387\u572880%\u5de6\u53f3\uff08\u9488\u5bf9\u5e38\u89c1API\uff09\u3002\u6700\u4eae\u773c\u7684\u662f\u5b83\u652f\u6301\u591a\u884c\u51fd\u6570\u7ea7\u522b\u7684\u8865\u5168\uff0c\u6bd4\u5982\u4f60\u5199\u4e00\u4e2a`def lambda_handler(event, context):`\uff0c\u5b83\u80fd\u76f4\u63a5\u751f\u6210\u5b8c\u6574\u7684Lambda\u51fd\u6570\u6a21\u677f\uff0c\u5305\u62ec\u9519\u8bef\u5904\u7406\u3001\u65e5\u5fd7\u8bb0\u5f55\u548c\u8fd4\u56de\u683c\u5f0f\u3002<\/p>\n
– \u5b89\u5168\u626b\u63cf\uff1a\u8fd9\u662fCodeWhisperer\u7684\u6740\u624b\u950f\u3002\u5b83\u5185\u7f6e\u4e86OWASP Top 10\u548cCWE\u6807\u51c6\u7684\u5b89\u5168\u6f0f\u6d1e\u68c0\u6d4b\uff0c\u80fd\u5b9e\u65f6\u6807\u8bb0\u4ee3\u7801\u4e2d\u7684SQL\u6ce8\u5165\u3001XSS\u3001\u786c\u7f16\u7801\u5bc6\u94a5\u7b49\u98ce\u9669\u3002\u5b9e\u6d4b\u5728Python\u4ee3\u7801\u4e2d\uff0c\u5b83\u6210\u529f\u8bc6\u522b\u51fa\u6211\u6545\u610f\u7559\u4e0b\u7684`eval(input())`\u548c`os.system()`\u8c03\u7528\uff0c\u5e76\u7ed9\u51fa\u4fee\u590d\u5efa\u8bae\u3002\u626b\u63cf\u901f\u5ea6\u6781\u5feb\uff0c\u51e0\u4e4e\u4e0d\u5f71\u54cd\u7f16\u7801\u6d41\u3002<\/p>\n
– \u5f15\u7528\u8ddf\u8e2a\uff1a\u5982\u679c\u8865\u5168\u7684\u4ee3\u7801\u7247\u6bb5\u6765\u81ea\u5f00\u6e90\u9879\u76ee\uff08\u5982GitHub\uff09\uff0cCodeWhisperer\u4f1a\u4e3b\u52a8\u6807\u6ce8\u6765\u6e90\u548c\u8bb8\u53ef\u8bc1\u7c7b\u578b\uff08MIT\u3001Apache\u7b49\uff09\u3002\u8fd9\u5bf9\u4e8e\u4f01\u4e1a\u5408\u89c4\u56e2\u961f\u6765\u8bf4\u662f\u6551\u547d\u529f\u80fd\uff0c\u907f\u514d\u65e0\u610f\u8bc6\u5f15\u5165GPL\u7b49\u4f20\u67d3\u6027\u8bb8\u53ef\u8bc1\u3002<\/p>\n
\u5178\u578b\u4f7f\u7528\u573a\u666f<\/p>\n
\u573a\u666f\u4e00\uff1aAWS Lambda\u51fd\u6570\u5f00\u53d1<\/p>\n
\u6211\u5199\u4e86\u4e00\u4e2aAPI\u7f51\u5173\u89e6\u53d1\u7684Lambda\u51fd\u6570\uff0c\u7528\u4e8e\u5904\u7406\u7528\u6237\u6ce8\u518c\u3002CodeWhisperer\u5728\u6211\u8f93\u5165`import boto3`\u540e\uff0c\u81ea\u52a8\u8865\u5168\u4e86DynamoDB\u7684put_item\u64cd\u4f5c\uff0c\u5305\u62ec\u5f02\u5e38\u5904\u7406\u548c\u65e5\u5fd7\u8bb0\u5f55\u3002\u6574\u4e2a\u51fd\u6570\u4ece\u624b\u5199\u5230\u6d4b\u8bd5\u53ea\u82b1\u4e866\u5206\u949f\uff0c\u6bd4\u624b\u52a8\u7f16\u7801\u5feb\u4e86\u81f3\u5c113\u500d\u3002<\/p>\n
\u573a\u666f\u4e8c\uff1a\u5b89\u5168\u5ba1\u8ba1\u4e0e\u4fee\u590d<\/p>\n
\u5728\u5ba1\u67e5\u4e00\u4e2a\u65e7\u9879\u76ee\u7684\u4ee3\u7801\u65f6\uff0c\u6211\u53d1\u73b0\u6709\u4e2a`requests.post(url, data, verify=False)`\u7684\u8c03\u7528\u3002CodeWhisperer\u4e0d\u4ec5\u6807\u8bb0\u4e86\u201cSSL\u8bc1\u4e66\u9a8c\u8bc1\u88ab\u7981\u7528\u201d\u7684\u98ce\u9669\uff0c\u8fd8\u76f4\u63a5\u5efa\u8bae\u66ff\u6362\u4e3a`requests.post(url, data, verify=True)`\u5e76\u6dfb\u52a0\u5f02\u5e38\u5904\u7406\u3002\u8fd9\u79cd\u201c\u8fb9\u5199\u8fb9\u5ba1\u201d\u7684\u80fd\u529b\uff0c\u8ba9\u4ee3\u7801\u8d28\u91cf\u63d0\u5347\u4e86\u4e00\u4e2a\u53f0\u9636\u3002<\/p>\n
\u573a\u666f\u4e09\uff1a\u5feb\u901f\u539f\u578b\u9a8c\u8bc1<\/p>\n
\u6211\u9700\u8981\u5feb\u901f\u642d\u5efa\u4e00\u4e2aS3\u4e8b\u4ef6\u89e6\u53d1\u7684\u56fe\u7247\u5904\u7406\u6d41\u6c34\u7ebf\u3002CodeWhisperer\u5728\u6211\u8f93\u5165`def handler(event, context):`\u540e\uff0c\u76f4\u63a5\u751f\u6210\u4e86\u4eceS3\u8bfb\u53d6\u56fe\u7247\u3001\u8c03\u7528Rekognition\u68c0\u6d4b\u6807\u7b7e\u3001\u7ed3\u679c\u5199\u5165DynamoDB\u7684\u5b8c\u6574\u4ee3\u7801\u3002\u6574\u4e2a\u8fc7\u7a0b\u96f6\u624b\u52a8\u641c\u7d22\u6587\u6863\u3002<\/p>\n
\u4e0e\u540c\u7c7b\u5de5\u5177\u6a2a\u5411\u5bf9\u6bd4<\/p>\n
\u62ffGitHub Copilot\uff0810\u7f8e\u5143\/\u6708\uff09\u6765\u5bf9\u6bd4\u662f\u6700\u76f4\u63a5\u7684\u3002Copilot\u5728\u901a\u7528\u4ee3\u7801\u8865\u5168\u7684\u8d28\u91cf\u4e0a\u7565\u80dc\u4e00\u7b79\uff0c\u5c24\u5176\u662fJavaScript\/TypeScript\u548cReact\u751f\u6001\uff0c\u8865\u5168\u7684\u4e0a\u4e0b\u6587\u7406\u89e3\u66f4\u6df1\u3002\u4f46CodeWhisperer\u5728AWS\u751f\u6001\u5185\u662f\u964d\u7ef4\u6253\u51fb\u2014\u2014\u5b83\u77e5\u9053Lambda\u3001DynamoDB\u3001S3\u3001ECS\u7b49\u670d\u52a1\u7684API\u7ec6\u8282\uff0c\u751a\u81f3\u80fd\u751f\u6210CloudFormation\u6a21\u677f\u3002\u800c\u4e14CodeWhisperer\u514d\u8d39\u7248\u5b8c\u5168\u4e0d\u9650\u6b21\u6570\uff0cCopilot\u514d\u8d39\u7248\u53ea\u670960\u6b21\/\u6708\u3002<\/p>\n
\u53e6\u4e00\u4e2a\u7ade\u54c1\u662fTabnine\uff0c\u5b83\u7684\u4f18\u52bf\u662f\u672c\u5730\u5316\u90e8\u7f72\u548c\u9690\u79c1\u4fdd\u62a4\uff0c\u4f46\u8865\u5168\u8d28\u91cf\u504f\u5f31\uff0c\u5c24\u5176\u662f\u591a\u884c\u51fd\u6570\u3002CodeWhisperer\u5728\u5b89\u5168\u626b\u63cf\u548c\u4e91\u670d\u52a1\u96c6\u6210\u4e0a\u5b8c\u80dc\u3002<\/p>\n
\u5b9a\u4ef7\u6027\u4ef7\u6bd4\u5206\u6790<\/p>\n
CodeWhisperer\u7684\u5b9a\u4ef7\u7b56\u7565\u6781\u5176\u6fc0\u8fdb\uff1a\u4e2a\u4eba\u7248\u5b8c\u5168\u514d\u8d39\uff0c\u4e0d\u9650\u4ee3\u7801\u8865\u5168\u6b21\u6570\uff0c\u4ec5\u6709\u7684\u9650\u5236\u662f\u6bcf\u4e2a\u6708100\u6b21\u5b89\u5168\u626b\u63cf\uff08\u5b9e\u9645\u4e0a\u65e5\u5e38\u5f00\u53d1\u5b8c\u5168\u591f\u7528\uff09\u3002\u4f01\u4e1a\u7248\u6309\u7528\u6237\u6536\u8d39\uff0c\u4f46\u4ef7\u683c\u672a\u516c\u5f00\uff08\u9700\u8981\u8054\u7cfb\u9500\u552e\uff09\uff0c\u5305\u542b\u5355\u70b9\u767b\u5f55\u3001\u7ba1\u7406\u63a7\u5236\u53f0\u548c\u66f4\u7ec6\u7c92\u5ea6\u7684\u5b89\u5168\u7b56\u7565\u3002<\/p>\n
\u5bf9\u6bd4Copilot\u4e2a\u4eba\u724810\u7f8e\u5143\/\u6708\uff0cCodeWhisperer\u7684\u514d\u8d39\u7248\u51e0\u4e4e\u63d0\u4f9b\u4e8680%\u7684\u6838\u5fc3\u529f\u80fd\u3002\u5bf9\u4e8e\u72ec\u7acb\u5f00\u53d1\u8005\u3001\u521d\u521b\u56e2\u961f\u548cAWS\u91cd\u5ea6\u7528\u6237\uff0c\u8fd9\u662f\u76ee\u524d\u6027\u4ef7\u6bd4\u6700\u9ad8\u7684AI\u7f16\u7a0b\u52a9\u624b\u3002<\/p>\n
\u9002\u5408\u4eba\u7fa4\u4e0e\u4e0d\u9002\u5408\u4eba\u7fa4<\/p>\n
\u9002\u5408\u4eba\u7fa4\uff1a<\/p>\n
– AWS\u4e91\u5f00\u53d1\u8005\uff08\u5c24\u5176\u662fLambda\u3001ECS\u3001S3\u7528\u6237\uff09<\/p>\n
– \u9700\u8981\u4ee3\u7801\u5b89\u5168\u5ba1\u8ba1\u7684\u4f01\u4e1a\u56e2\u961f<\/p>\n
– \u9884\u7b97\u6709\u9650\u7684\u72ec\u7acb\u5f00\u53d1\u8005<\/p>\n
– \u9700\u8981\u5feb\u901f\u539f\u578b\u9a8c\u8bc1\u7684\u6280\u672f\u4eba\u5458<\/p>\n
\u4e0d\u9002\u5408\u4eba\u7fa4\uff1a<\/p>\n
– \u524d\u7aef\/React\u5f00\u53d1\u8005\uff08\u8865\u5168\u8d28\u91cf\u4e0d\u5982Copilot\uff09<\/p>\n
– \u975eAWS\u751f\u6001\u7684\u5168\u6808\u5f00\u53d1\u8005<\/p>\n
– \u5bf9\u4ee3\u7801\u9690\u79c1\u6781\u5ea6\u654f\u611f\u7684\u4f01\u4e1a\uff08\u4ee3\u7801\u4f1a\u4e0a\u4f20AWS\u670d\u52a1\u5668\uff09<\/p>\n
– \u9700\u8981\u79bb\u7ebf\u4f7f\u7528\u7684\u5f00\u53d1\u8005<\/p>\n
\u5b58\u8bc1\u4ef7\u503c\u63d0\u793a<\/p>\n
\u5982\u679c\u4f60\u4f7f\u7528CodeWhisperer\u751f\u6210\u7684\u6838\u5fc3\u4e1a\u52a1\u4ee3\u7801\u6216\u5b89\u5168\u4fee\u590d\u65b9\u6848\uff0c\u5efa\u8bae\u901a\u8fc7AI\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\u7279\u522b\u662f\u5f53\u4ee3\u7801\u6d89\u53ca\u5546\u4e1a\u673a\u5bc6\u6216\u5f00\u6e90\u5408\u89c4\u4e89\u8bae\u65f6\uff0c\u5b58\u8bc1\u80fd\u63d0\u4f9b\u5173\u952e\u8bc1\u636e\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\uff1a\u514d\u8d39\u3001\u5b89\u5168\u3001\u4e91\u539f\u751f\uff0cAWS\u5f00\u53d1\u8005\u5fc5\u88c5\u3002<\/p>\n
\u9002\u7528\u573a\u666f\u6807\u7b7e\uff1a\u4ee3\u7801\u5f00\u53d1\/\u4e91\u539f\u751f\u5f00\u53d1\/\u5b89\u5168\u5ba1\u8ba1<\/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
—
\n\u672c\u6587\u6536\u5f55\u5de5\u5177\u7ecf **[AI\u521b\u4f5c\u793e](https:\/\/aichuangzuoshe.com) \u7248\u6743\u4fdd\u62a4\u534f\u8bae**\u8ba4\u8bc1\u3002\u8be5\u5de5\u5177\u751f\u6210\u7684\u4f5c\u54c1\u5df2\u63a5\u5165 AI \u521b\u4f5c\u793e\u7248\u6743\u4fdd\u62a4\u901a\u9053\uff0c\u4f7f\u7528 AI \u521b\u4f5c\u793e\u53ef\u5bf9\u60a8\u7684\u6570\u5b57\u4f5c\u54c1\u8fdb\u884c\u4e00\u952e\u5b58\u8bc1\uff0c\u4fdd\u62a4\u521b\u4f5c\u6743\u76ca\u3002<\/p>\n","protected":false},"excerpt":{"rendered":"
\u4e09\u79d2\u949f\u770b\u61c2\uff1aAWS\u5b98\u65b9\u514d\u8d39AI\u7f16\u7a0b\u52a9\u624b\uff0c\u5185\u7f6e\u5b89\u5168\u6f0f\u6d1e\u626b\u63cf\uff0c\u4e0d\u9650\u4ee3\u7801\u8865\u5168\u6b21\u6570\uff0c\u4e91\u5f00\u53d1\u8005\u9996\u9009\u3002<\/p>\n","protected":false},"author":1,"featured_media":0,"comment_status":"open","ping_status":"open","sticky":false,"template":"","format":"standard","meta":{"_ai_cert_trace_id":"","_ai_cert_hash":"","_ai_cert_time":"","footnotes":""},"categories":[62],"tags":[469,145,384],"class_list":["post-682","post","type-post","status-publish","format-standard","hentry","category-ai","tag-aws","tag-145","tag-384"],"_links":{"self":[{"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/posts\/682","targetHints":{"allow":["GET"]}}],"collection":[{"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/posts"}],"about":[{"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/types\/post"}],"author":[{"embeddable":true,"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/users\/1"}],"replies":[{"embeddable":true,"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/comments?post=682"}],"version-history":[{"count":0,"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/posts\/682\/revisions"}],"wp:attachment":[{"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/media?parent=682"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/categories?post=682"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/tags?post=682"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}