Introduction I’ve been a Project Manager for about 14 years now. During this time, I’ve seen cloud migrations, mobile transformations, and agile rollouts reshape how teams work, but none of them changed my day-to-day responsibilities as dramatically as AI has over the last eighteen months. The frameworks I learned back in 2018 still apply to […]
Every data engineer knows the dread of a process that looks perfect on paper but relies entirely on manual intervention. Not long ago, I was managing a critical regulatory compliance data pipeline for a client. The raw ingredients were complex, multi-format regulatory list updates provided in Excel and CSV files. The destination was Snowflake, where […]
You invested significant time and worked hard to get someone onto your platform. They saw your advertisement and visited your app or site, browsed a few titles. Maybe even started a free trial. Then they were gone. In today’s subscription economy, especially in OTT platforms, DTH services, and bundled entertainment ecosystems, customer retention is not […]
Introduction The future of UX design is not just “vibe coding.” It’s a balanced workflow between AI-generated interaction, vector-based creativity, and human design intuition. After months of working with Claude + the Figma MCP integration, the workflow has evolved into something far more practical than simple prompt-to-code generation. It now enables designers to: Generate interactive […]
You’d think moving data from one AWS account to another would be straightforward. Export it, import it, done. That’s what the documentation implies, and honestly, that’s what I assumed going in. It wasn’t. What started as a data migration quickly turned into a system reconstruction problem. In DynamoDB, data alone is only half the story. […]
Introduction In early microservices architectures on AWS, communication between services relied on infrastructure components like load balancers. There was no native, built-in way for services to discover each other dynamically. A common architecture looked like this: Public DNS → Amazon Application Load Balancer → Frontend Service → Private ALB → Backend Service While this approach […]
Introduction Anyone who has managed a production environment at scale knows the feeling. Five dashboards open, three alerts firing, and you’re not sure which one actually matters — while the thing about to cause a real problem isn’t making any noise yet. Modern DevOps infrastructure is complex. Microservices, Kubernetes clusters, CI/CD pipelines, external APIs — […]
Introduction Routing HTTP/HTTPS traffic to workloads in Azure Kubernetes Service (AKS) is a basic necessity for cloud applications in the modern era. Although the Kubernetes Ingress resource addresses this, the manual work involved in maintaining an ingress controller is a considerable overhead.To address this, Microsoft launched the Application Routing add-on with Managed NGINX Ingress. This […]
Introduction Publishing iOS builds manually can become repetitive very quickly. Every release usually involves: Opening Xcode Selecting the correct scheme Creating an archive Exporting an .ipa Uploading to TestFlight Adding release notes Waiting for processing Doing this repeatedly increases the chances of mistakes and slows down release cycles. This is where Fastlane becomes extremely useful. […]
