How I Built a Real-Time DDoS Detection Engine from ScratchIntroduction When your web application is under attack, every second counts. In this post I'll walk you through how I built a real-time anomaly detection engine that watches HTTP traffic, learns what Apr 28, 2026·4 min read
Building a Production-Grade Automated Deployment Pipeline: From Zero to DeployedIntroduction As a DevOps intern, I was tasked with creating an automated deployment pipeline that mirrors real world workflows. The challenge? Build a robust bash script that automates the complete deployment of a Dockerized application to a remote s...Oct 24, 2025·14 min read
How to Build and Configure a Linux AMI for AWS MarketplaceWhen I first heard about AWS Marketplace, I thought of it as “the app store for cloud.” It’s where software vendors can publish preconfigured images, SaaS products, and machine learning models so customers can easily deploy them on AWS. One of the mo...Sep 23, 2025·7 min read
Kubernetes DeploymentINTRODUCTION Deploying applications in Kubernetes is a key skill for any DevOps engineer or cloud-native developer. In this article, we'll explore what a Kubernetes deployment is, why it's important, and how to create one from scratch using practical...May 25, 2025·4 min read
Understanding Terraform Modules: The Key to Scalable InfrastructureIntroduction: Why Terraform Modules Matter Terraform modules are the building blocks of Infrastructure as Code (IaC), enabling you to package and reuse infrastructure components efficiently. Whether you're managing cloud resources across multiple env...May 15, 2025·7 min read
Mastering Application Containerization with AWS EC2, ECR, ECS & Fargate Load Balancing IntroductionApplication containerization has revolutionized the way we develop, package, and deploy modern software. With containers, you can ensure consistency across development and production environments, streamline deployments, and scale applications seamle...May 9, 2025·8 min read
Getting Started with Kubernetes on AWS using EKS: A Complete GuideIntroduction Kubernetes has become the de facto standard for container orchestration, but managing a Kubernetes cluster can be complex. Amazon Elastic Kubernetes Service (EKS) simplifies this by providing a managed control plane, automated scaling, a...May 1, 2025·8 min read
