How to Configure Persistent Volumes with EBS and EFS in AWS EKS
Managing data persistence in Kubernetes can be tricky, especially when your pods need to survive restarts and scaling events. If you’re running containerized applications on AWS EKS and struggling with storage that sticks around, you need to master AWS EKS persistent volumes. This guide is for DevOps engineers, Kubernetes administrators, and developers who want to […]
Amazon EMR for Data Engineers: Building Data-Intensive Applications
Amazon EMR transforms how data engineers handle massive datasets on AWS, making big data processing accessible without the headache of managing complex infrastructure. This guide is designed for data engineers, AWS practitioners, and technical teams who need to build scalable data-intensive applications using elastic MapReduce technology. You’ll discover how Amazon EMR streamlines your data engineering […]
Ensuring High Performance in Kubernetes Through Observability
Kubernetes clusters can slow down, crash, or eat up resources without warning—leaving your applications struggling and your users frustrated. For DevOps engineers, SREs, and platform teams running containerized workloads, Kubernetes performance monitoring isn’t just nice to have—it’s critical for keeping your systems reliable and responsive. Kubernetes observability gives you the visibility needed to spot bottlenecks […]
Future-Proofing Kubernetes: EKS Upgrade from 1.31 to 1.32 – Meet Penelope
Amazon’s latest Kubernetes 1.32 “Penelope” release brings significant improvements to EKS clusters, but upgrading from version 1.31 requires careful planning and execution. This comprehensive EKS upgrade guide is designed for DevOps engineers, platform administrators, and Kubernetes practitioners who need to migrate their production clusters safely and efficiently. The Kubernetes upgrade process can make or break […]
Managing Kubernetes Secrets in Python Applications: A Complete Guide
Storing sensitive data like API keys, database passwords, and certificates securely in your Python applications running on Kubernetes can be tricky. Many developers struggle with properly implementing Kubernetes secret management, often leading to security vulnerabilities or broken deployments. This guide is for Python developers, DevOps engineers, and system administrators who want to master Kubernetes Secrets […]
Disaster Recovery for AWS EKS: Implementing Velero Backups
Disaster Recovery for AWS EKS: Implementing Velero Backups Data loss in your EKS clusters can bring your business to a standstill. AWS EKS disaster recovery planning isn’t optional—it’s essential for any DevOps engineer, platform architect, or Kubernetes administrator running production workloads on Amazon’s managed Kubernetes service. This guide walks you through implementing Velero backup Kubernetes […]
Simplifying Cloud Migrations: Web Server Migration with AWS MGN
Moving your web servers to the cloud doesn’t have to be complicated or risky. AWS MGN (Application Migration Service) makes web server migration straightforward by creating exact replicas of your existing servers in AWS, letting you test and cutover with confidence. This guide is for IT administrators, cloud engineers, and system architects who need to […]
Building a Production-Ready AI Code Reviewer with Serverless and Bedrock
AI code reviewers are transforming how development teams catch bugs, enforce standards, and maintain code quality at scale. This guide shows software engineers, DevOps professionals, and technical leads how to build a production-ready AI code review system using serverless architecture and AWS Bedrock. You’ll learn to create an automated code review solution that integrates seamlessly […]
Powering Scalable Streaming Apps: GoLang Meets AWS MSK Serverless
Building high-performance streaming applications requires the right tools and architecture. GoLang AWS MSK Serverless combines Go’s lightning-fast concurrency with Amazon’s managed Kafka service to create streaming applications that scale automatically without server management overhead. This guide is for backend developers, DevOps engineers, and architects who want to build robust real-time data streaming systems using modern […]
Optimizing DeepSeek with vLLM and Kubernetes on AWS EKS
Running DeepSeek models in production can be tricky, especially when you need the performance and scale that enterprise applications demand. This guide walks you through optimizing DeepSeek with vLLM and Kubernetes on AWS EKS to build a robust, scalable AI infrastructure that actually works in the real world. This tutorial is designed for ML engineers, […]