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Building an Automated AWS Security Advisor: RAG with AWS Bedrock and OpenSearch Serverless

DEV Community·Lingesh·about 1 month ago
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The Problem: Security Posture Debt at Scale In large AWS environments spanning multiple accounts, developers and engineers create cloud resources every day — EC2 instances, S3 buckets, ECS clusters, EKS clusters, RDS databases, Lambda functions, VPCs and so many other resources. But it also means security best practices often get deprioritized in the heat of delivery. The result? AWS Security Hub flags dozens of findings every week. Resources that don’t conform to CIS AWS Foundations Benchmark, PCI DSS controls, or AWS Foundational Security Best Practices (FSBP) accumulate a growing backlog. The security team then has to chase down resource owners, explain what’s wrong, and guide them through remediation — a reactive, time-intensive process. What if you could shift security left by providing developers with an AI-powered Security Advisor?…

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