Containers

Hari Charan Ayada

Author: Hari Charan Ayada

Hari Charan Ayada is a Senior Solutions Architect at AWS. Hari has 13+ years of experience in software development and cloud architecture, with a focus on Media and Entertainment. He advises large enterprise customers in the broadcasting industry across the Nordics on how to implement their cloud and on-premises solutions, specializing in AWS cloud-native architectures and scalable system design.

Kubernetes right-sizing with metrics-driven GitOps automation

In this post, we introduce an automated, GitOps-driven approach to resource optimization in Amazon EKS using AWS services such as Amazon Managed Service for Prometheus and Amazon Bedrock. The solution helps optimize Kubernetes resource allocation through metrics-driven analysis, pattern-aware optimization strategies, and automated pull request generation while maintaining GitOps principles of collaboration, version control, and auditability.