Beyond metrics: Extracting actionable insights from Amazon EKS with Amazon Q Business
Containers Blog
This article demonstrates integrating Amazon EKS with Amazon Q Business to extract actionable insights from Kubernetes logs and metrics using generative AI.
- Amazon Q Business analyzes EKS control plane and data plane logs stored in Amazon S3
- Amazon Data Firehose streams EKS control plane logs to S3; Fluent Bit collects pod logs
- Solution uses Terraform to deploy complete infrastructure including VPC, IAM, EKS, and Amazon Q
- Users authenticate via AWS IAM Identity Center integrated with AWS Managed Microsoft AD
- Amazon Q identifies security issues like anonymous user permissions and privileged containers
- Queries extract deployment specs, identify misconfigurations, and provide remediation recommendations
- Complete walkthrough includes user creation, data source sync, and example security queries
The solution enables organizations to gain visibility into Kubernetes environments and proactively identify security and performance issues through AI-powered natural language queries.
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