\u5982\u679c\u4f60\u662f\u4e00\u4e2a\u6df7 AWS \u751f\u6001\u7684\u5f00\u53d1\u8005\uff0c\u6216\u8005\u624b\u5934\u9884\u7b97\u6709\u9650\u4f46\u60f3\u4f53\u9a8c AI \u7f16\u7a0b\u52a9\u624b\u7684\u723d\u611f\uff0cAmazon CodeWhisperer \u53ef\u80fd\u5c31\u662f\u4f60\u4e00\u76f4\u5728\u627e\u7684\u90a3\u4e2a\u201c\u514d\u8d39\u5348\u9910\u201d\u3002\u5b83\u4e0d\u662f\u4ec0\u4e48\u98a0\u8986\u6027\u7684\u5212\u65f6\u4ee3\u4ea7\u54c1\uff0c\u4f46\u5b83\u5728\u7279\u5b9a\u573a\u666f\u4e0b\u2014\u2014\u5c24\u5176\u662f\u548c AWS \u670d\u52a1\u6253\u4ea4\u9053\u65f6\u2014\u2014\u8868\u73b0\u51fa\u7684\u4e13\u4e1a\u5ea6\u548c\u5b9e\u7528\u6027\uff0c\u8db3\u4ee5\u8ba9\u5f88\u591a\u540c\u7c7b\u7ade\u54c1\u611f\u5230\u538b\u529b\u3002<\/p>\n
\u6838\u5fc3\u529f\u80fd\u4e0e\u6280\u672f\u4eae\u70b9<\/p>\n
CodeWhisperer \u6700\u5927\u7684\u5dee\u5f02\u5316\u6b66\u5668\uff0c\u662f\u5b83\u5185\u7f6e\u7684\u4ee3\u7801\u5b89\u5168\u626b\u63cf\u529f\u80fd\u3002\u8fd9\u4e0d\u662f\u90a3\u79cd\u88c5\u6837\u5b50\u7684\u626b\u63cf\uff0c\u5b83\u4f1a\u5b9e\u65f6\u68c0\u6d4b\u4f60\u4ee3\u7801\u4e2d\u7684\u5e38\u89c1\u6f0f\u6d1e\uff08\u6bd4\u5982 OWASP Top 10 \u91cc\u7684 SQL \u6ce8\u5165\u3001\u786c\u7f16\u7801\u5bc6\u94a5\u3001\u4e0d\u5b89\u5168\u7684\u52a0\u5bc6\u7b97\u6cd5\u7b49\u7b49\uff09\uff0c\u5e76\u76f4\u63a5\u7ed9\u51fa\u4fee\u590d\u5efa\u8bae\u3002\u8fd9\u4e2a\u529f\u80fd\u5728\u4ee3\u7801\u8865\u5168\u5de5\u5177\u91cc\u51e0\u4e4e\u662f\u72ec\u4e00\u4efd\uff0cGitHub Copilot \u7684\u4ed8\u8d39\u7248\u867d\u7136\u4e5f\u6709\u5b89\u5168\u8fc7\u6ee4\uff0c\u4f46 CodeWhisperer \u7684\u626b\u63cf\u6df1\u5ea6\u548c AWS \u5b89\u5168\u5408\u89c4\u4f53\u7cfb\u7684\u7ed3\u5408\u66f4\u7d27\u5bc6\u3002<\/p>\n
\u6280\u672f\u53c2\u6570\u4e0a\uff0c\u5b83\u652f\u6301 Python\u3001Java\u3001JavaScript\u3001TypeScript\u3001C\u7b49 15 \u79cd\u4e3b\u6d41\u7f16\u7a0b\u8bed\u8a00\uff0c\u8986\u76d6 VS Code\u3001IntelliJ IDEA\u3001PyCharm\u3001AWS Cloud9 \u7b49 IDE\u3002\u6700\u6838\u5fc3\u7684\u4eae\u70b9\u662f\uff1a\u514d\u8d39\u7248\u4e0d\u9650\u6b21\u3002\u4f60\u6ca1\u770b\u9519\uff0c\u53ea\u8981\u6ce8\u518c AWS \u8d26\u53f7\uff0c\u5c31\u80fd\u65e0\u9650\u4f7f\u7528\u4ee3\u7801\u8865\u5168\u548c\u5355\u6587\u4ef6\u5b89\u5168\u626b\u63cf\uff0c\u53ea\u6709\u9700\u8981\u6df1\u5ea6\u3001\u591a\u6587\u4ef6\u7684\u5b89\u5168\u5ba1\u8ba1\u65f6\u624d\u9700\u8981\u4ed8\u8d39\u5347\u7ea7\u3002<\/p>\n
\u5178\u578b\u4f7f\u7528\u573a\u666f<\/p>\n
1. AWS Lambda \u51fd\u6570\u5f00\u53d1\uff1a\u8fd9\u662f CodeWhisperer \u7684\u201c\u4e3b\u573a\u201d\u3002\u4f60\u53ea\u8981\u5199\u4e00\u4e2a\u6ce8\u91ca\u201c\u521b\u5efa S3 \u4e8b\u4ef6\u89e6\u53d1\u7684 Lambda \u51fd\u6570\u201d\uff0c\u5b83\u5c31\u80fd\u81ea\u52a8\u8865\u5168\u6574\u4e2a handler \u6846\u67b6\u3001S3 \u5ba2\u6237\u7aef\u521d\u59cb\u5316\u3001\u4e8b\u4ef6\u89e3\u6790\u4ee3\u7801\uff0c\u751a\u81f3\u5e2e\u4f60\u5904\u7406\u597d\u9519\u8bef\u91cd\u8bd5\u903b\u8f91\u3002\u76f8\u6bd4 Copilot \u9700\u8981\u4f60\u624b\u52a8\u63cf\u8ff0 AWS SDK \u8c03\u7528\uff0cCodeWhisperer \u5bf9 boto3\u3001AWS SDK for Java \u7b49\u5e93\u7684 API \u7406\u89e3\u66f4\u7cbe\u51c6\u3002<\/p>\n
2. \u5feb\u901f\u642d\u5efa API \u7f51\u5173 + DynamoDB \u540e\u7aef\uff1a\u5f53\u4f60\u5728\u5199 CRUD \u63a5\u53e3\u65f6\uff0cCodeWhisperer \u80fd\u6839\u636e\u4f60\u7684\u51fd\u6570\u7b7e\u540d\u548c\u4e0a\u4e0b\u6587\uff0c\u81ea\u52a8\u63a8\u65ad\u51fa\u4f60\u9700\u8981\u8c03\u7528 DynamoDB \u7684\u54ea\u4e2a\u8868\u3001\u7528\u4ec0\u4e48\u67e5\u8be2\u6761\u4ef6\u3002\u6bd4\u5982\u4f60\u5199 `def get_user(user_id):`\uff0c\u5b83\u76f4\u63a5\u7ed9\u4f60\u8865\u5168 `table.get_item(Key={‘user_id’: user_id})`\uff0c\u7701\u53bb\u7ffb\u6587\u6863\u7684\u9ebb\u70e6\u3002<\/p>\n
3. \u65b0\u624b\u5165\u95e8\u7684\u4ee3\u7801\u5b89\u5168\u68c0\u67e5\uff1a\u5bf9\u4e8e\u521a\u63a5\u89e6\u4e91\u5f00\u53d1\u7684\u5b66\u751f\u6216\u4e2a\u4eba\u5f00\u53d1\u8005\uff0cCodeWhisperer \u4f1a\u5728\u4f60\u5199\u51fa `password = “my_secret”` \u6216 `aws_access_key_id = “AKIA…”` \u65f6\uff0c\u7acb\u5373\u5f39\u7a97\u8b66\u544a\uff1a\u201c\u68c0\u6d4b\u5230\u786c\u7f16\u7801\u51ed\u8bc1\uff0c\u5efa\u8bae\u4f7f\u7528 AWS Secrets Manager \u6216\u73af\u5883\u53d8\u91cf\u3002\u201d\u8fd9\u79cd\u5373\u65f6\u6559\u80b2\u529f\u80fd\uff0c\u6bd4\u4e8b\u540e\u5ba1\u67e5\u4ee3\u7801\u8981\u9ad8\u6548\u5f97\u591a\u3002<\/p>\n
\u4e0e\u540c\u7c7b\u5de5\u5177\u6a2a\u5411\u5bf9\u6bd4<\/p>\n
\u6700\u76f4\u63a5\u7684\u5bf9\u624b\u662f GitHub Copilot\u3002Copilot \u5728\u901a\u7528\u4ee3\u7801\u8865\u5168\u7684\u201c\u521b\u610f\u6027\u201d\u548c\u201c\u4e0a\u4e0b\u6587\u7406\u89e3\u6df1\u5ea6\u201d\u4e0a\u786e\u5b9e\u66f4\u5f3a\uff0c\u5b83\u80fd\u7ed9\u4f60\u5199\u51fa\u66f4\u82b1\u54e8\u7684\u7b97\u6cd5\u6216\u51b7\u95e8\u5e93\u7684\u8c03\u7528\u3002\u4f46 CodeWhisperer \u7684\u4f18\u52bf\u5728\u4e8e\uff1a<\/p>\n
– \u514d\u8d39\u4e14\u65e0\u9650\uff1aCopilot \u4e2a\u4eba\u7248 10 \u7f8e\u5143\/\u6708\uff0c\u4f01\u4e1a\u7248 19 \u7f8e\u5143\/\u6708\uff0c\u800c CodeWhisperer \u514d\u8d39\u7248\u5df2\u7ecf\u591f\u591a\u6570\u5f00\u53d1\u8005\u65e5\u5e38\u4f7f\u7528\u3002<\/p>\n
– AWS \u539f\u751f\u96c6\u6210\uff1a\u5982\u679c\u4f60 80% \u7684\u4ee3\u7801\u90fd\u56f4\u7ed5 AWS \u670d\u52a1\uff0cCodeWhisperer \u5bf9 CloudFormation\u3001CDK\u3001Lambda \u7684\u8865\u5168\u51c6\u786e\u5ea6\u78be\u538b Copilot\u3002<\/p>\n
– \u5b89\u5168\u626b\u63cf\uff1aCopilot \u6ca1\u6709\u4e13\u95e8\u7684\u6f0f\u6d1e\u68c0\u6d4b\u6a21\u5757\uff0c\u5168\u9760\u7528\u6237\u81ea\u89c9\u5ba1\u67e5\u3002<\/p>\n
\u53e6\u4e00\u4e2a\u5bf9\u624b\u662f Tabnine\uff0c\u5b83\u5728\u79bb\u7ebf\u9690\u79c1\u4fdd\u62a4\u4e0a\u66f4\u5f3a\uff0c\u4f46\u4ee3\u7801\u8d28\u91cf\u548c\u751f\u6001\u96c6\u6210\u4e0d\u5982\u524d\u4e24\u8005\u3002<\/p>\n
\u5b9a\u4ef7\u6027\u4ef7\u6bd4\u5206\u6790<\/p>\n
CodeWhisperer \u7684\u5b9a\u4ef7\u7b56\u7565\u975e\u5e38\u806a\u660e\uff1a\u4e2a\u4eba\u5f00\u53d1\u8005\u514d\u8d39\u7248\u5b8c\u5168\u591f\u7528\uff0c\u5305\u542b\u4ee3\u7801\u8865\u5168 + \u5355\u6587\u4ef6\u5b89\u5168\u626b\u63cf\uff0c\u6ca1\u6709\u6b21\u6570\u9650\u5236\u3002\u4ed8\u8d39\u7248\uff08\u6309 AWS \u8d44\u6e90\u4f7f\u7528\u91cf\u8ba1\u8d39\uff0c\u901a\u5e38\u5305\u542b\u5728 AWS Builder ID \u6216 Pro \u8ba2\u9605\u4e2d\uff09\u4e3b\u8981\u89e3\u9501\u201c\u591a\u6587\u4ef6\/\u9879\u76ee\u7ea7\u5b89\u5168\u626b\u63cf\u201d\u548c\u201c\u81ea\u5b9a\u4e49\u4ee3\u7801\u5e93\u8bad\u7ec3\u201d\u7b49\u4f01\u4e1a\u7ea7\u529f\u80fd\u3002\u5bf9\u4e8e\u72ec\u7acb\u5f00\u53d1\u8005\u3001\u5c0f\u56e2\u961f\u3001\u5b66\u751f\u515a\u6765\u8bf4\uff0c\u8fd9\u51e0\u4e4e\u662f\u4e2a\u201c\u767d\u5ad6\u201d\u7ea7\u522b\u7684\u798f\u5229\u3002\u5bf9\u6bd4 Copilot \u6bcf\u6708 10 \u7f8e\u5143\u7684\u6210\u672c\uff0cCodeWhisperer \u7684\u6027\u4ef7\u6bd4\u662f\u78be\u538b\u7ea7\u7684\u3002<\/p>\n
\u9002\u5408\u4eba\u7fa4\u4e0e\u4e0d\u9002\u5408\u4eba\u7fa4<\/p>\n
\u9002\u5408\u4eba\u7fa4\uff1a<\/p>\n
– AWS \u91cd\u5ea6\u7528\u6237\uff1a\u6bcf\u5929\u5199 Lambda\u3001CDK\u3001CloudFormation \u7684\u4e91\u539f\u751f\u5f00\u53d1\u8005\u3002<\/p>\n
– \u9884\u7b97\u654f\u611f\u7684\u4e2a\u4eba\u5f00\u53d1\u8005\/\u5b66\u751f\uff1a\u60f3\u8981 AI \u7f16\u7a0b\u52a9\u624b\u4f46\u4e0d\u60f3\u4ed8\u8d39\u3002<\/p>\n
– \u5b89\u5168\u5408\u89c4\u8981\u6c42\u9ad8\u7684\u56e2\u961f\uff1a\u9700\u8981\u5185\u7f6e\u6f0f\u6d1e\u626b\u63cf\u6765\u51cf\u5c11\u4ee3\u7801\u5ba1\u67e5\u6210\u672c\u3002<\/p>\n
\u4e0d\u9002\u5408\u4eba\u7fa4\uff1a<\/p>\n
– \u975e AWS \u751f\u6001\u7684\u5f00\u53d1\u8005\uff1a\u5982\u679c\u4f60\u4e3b\u529b\u7528 GCP \u6216 Azure\uff0c\u6216\u8005\u5199\u524d\u7aef React\/Vue \u4e3a\u4e3b\uff0cCodeWhisperer \u7684\u4e0a\u4e0b\u6587\u4f18\u52bf\u4e0d\u660e\u663e\uff0c\u5efa\u8bae\u7528 Copilot\u3002<\/p>\n
– \u8ffd\u6c42\u201c\u60f3\u8c61\u529b\u201d\u7684\u5f00\u53d1\u8005\uff1a\u5982\u679c\u4f60\u9700\u8981 AI \u5e2e\u4f60\u4ece\u96f6\u6784\u601d\u590d\u6742\u7b97\u6cd5\u6216\u51b7\u95e8\u6846\u67b6\uff0cCodeWhisperer \u7684\u8865\u5168\u504f\u5411\u4fdd\u5b88\u548c\u5b9e\u7528\uff0c\u4e0d\u5982 Copilot \u6709\u521b\u9020\u529b\u3002<\/p>\n
– \u79bb\u7ebf\u73af\u5883\u7528\u6237\uff1aCodeWhisperer \u5fc5\u987b\u8054\u7f51\uff0c\u6ca1\u6709 Tabnine \u7684\u5b8c\u5168\u79bb\u7ebf\u6a21\u5f0f\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 \u5f00\u53d1\u8005\u514d\u8d39\u767d\u5ad6\uff0c\u5b89\u5168\u626b\u63cf\u662f\u6740\u624b\u950f\u3002<\/p>\n
\u9002\u7528\u573a\u666f\u6807\u7b7e\uff1a\u4e91\u5f00\u53d1\/\u4ee3\u7801\u5b89\u5168\/\u9884\u7b97\u53cb\u597d<\/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
—
\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\uff1a\u514d\u8d39\u4e0d\u9650\u91cf\uff0c\u5185\u7f6e\u5b89\u5168\u6f0f\u6d1e\u626b\u63cf\uff0cAWS \u4e91\u5f00\u53d1\u8005\u4ee3\u7801\u8865\u5168\u7684\u6700\u4f73\u642d\u6863\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":[144,417,416],"class_list":["post-3338","post","type-post","status-publish","format-standard","hentry","category-ai","tag-ai","tag-417","tag-416"],"_links":{"self":[{"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/posts\/3338","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=3338"}],"version-history":[{"count":0,"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/posts\/3338\/revisions"}],"wp:attachment":[{"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/media?parent=3338"}],"wp:term":[{"taxonomy":"category","embeddable":true,"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/categories?post=3338"},{"taxonomy":"post_tag","embeddable":true,"href":"https:\/\/nav.aichuangzuoshe.com\/index.php\/wp-json\/wp\/v2\/tags?post=3338"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}