Introduction In a video streaming application, successfully playing a video is only the beginning. For a good viewer experience, we also need to know how quickly playback starts, whether the video buffers, how Adaptive Bitrate (ABR) behaves, which devices experience failures, and whether DRM, network, CDN, or player issues are affecting playback. This is where […]
INTRODUCTION Have you ever woken up to a dozen AWS health notifications, each one technical, urgent, and demanding your immediate attention? Imagine it’s 2 a.m. and AWS sends a health notification: an EC2 instance is being retired in 48 hours. Ten minutes later, a second email arrives about a mandatory RDS upgrade. By morning, there […]
Introduction Azure AI Foundry (formerly Azure AI Studio) is Microsoft’s unified platform for building, deploying, and governing AI applications on Azure. It brings the model catalog, prompt orchestration, agent tooling, and evaluation/monitoring under one workspace structure instead of stitching together separate Azure OpenAI, Azure AI Search, and Machine Learning resources by hand. It matters because […]
Introduction Running Kubernetes workloads on Amazon EKS is easy, but running them in a cost-effective way is a different challenge. Many organizations start their Amazon EKS clusters with Managed Node Groups based on Auto Scaling Groups (ASGs). This is a reliable approach but often results in over-provisioning of infrastructure as worker nodes are kept running […]
Introduction Someone asked me last week whether Cost Explorer works like Resource Explorer, just for billing. It’s a reasonable guess. Same suffix, same console, both let you slice things by region. The guess is wrong in a way that costs people real time, so it’s worth pulling apart. One is a search index. The other […]
Introduction Artificial Intelligence is rapidly becoming a key component of modern enterprise applications, enabling businesses to automate workflows, understand documents, perform intelligent searches, and deliver personalized user experiences. However, building production-ready AI solutions involves much more than integrating an AI model—it requires seamless integration with existing .NET architectures while ensuring security, scalability, reliability, and governance. […]
🚀 As developers, we’ve all experienced the frustration of manual deployments. You finish a feature, run tests locally, create a build, copy files to a server, and hope everything works in production. The process is time-consuming, repetitive, and prone to mistakes. 🔄 This is where CI/CD comes in. CI/CD (Continuous Integration and Continuous Deployment) helps […]
Introduction I walked into my first Regional Scrum Gathering – RSG Hyderabad 2026, expecting the usual Agile refrains: better retrospectives, faster sprints, healthier backlogs. I walked out with something I hadn’t expected at all – a room full of seasoned coaches, CIOs, and delivery leaders quietly asking the same uneasy question in different ways: if […]
Introduction Consider what you did recently when you opened Netflix or Spotify. The platform had made recommendations to you before you even made a search. It was easy, personal and fun. Now think of that same amount of intelligence applied to the lottery. The main purpose for which lottery platforms were designed was to let […]
