Blogs

Introduction In modern data platforms, ETL pipelines are rarely independent. They are deeply interconnected—one pipeline’s output becomes another pipeline’s input. In one of our production projects, we faced a classic orchestration challenge. Pipelines were scheduled based on time rather than actual completion i.e real-time problem with predictable execution time of pipelines. This article will walks […]

Problem Statement We were migrating an old Salesforce-style knowledge base (URLs like /apex/ArticleDetails?) into AEM as a Cloud Service. Everything looked fine… until the business came back with a hard requirement: “We have ~300 legacy article links still floating around. None of them can break. Fix it.” That immediately pointed to one place: dispatcher rewrite […]

Introduction If we have ever started a project using React or Next.js, we would have noticed two commands that look almost the same: npm and npx. Although they look similar, their uses are totally different in the web development world.In this blog, we will understand the differences between the two in simple terms with examples […]

In this BLOG I will share an incident that taught me how containers really work under the hood. Production Down – Once I received production website down alert for one of my customer. As I checked the website was giving 502 Initial Checks – I immediately logged in to the production host to investigate. The […]

Like many data engineers, I’ve spent a good chunk of my time dealing with a problem that sounds simple on paper but is messy in reality: reliably moving data from source systems into an analytics platform. In one of my recent projects, I worked on setting up data integration using Airbyte, and this post is […]

Introduction We live in a time when content is unlimited, but attention is not. If you run an OTT platform, you understand the challenge. You’re not just competing on the quality of your library; you’re competing for habits. Currently, the OTT industry is facing something known as the “Engagement Ceiling Problem.” This happens when investing […]

Introduction As AI developers, we’re constantly deciding which tools best serve our projects—whether we’re building chatbots, automated reports, or document analysis platforms. Two frameworks have emerged as frontrunners: LangChain and LangGraph. While they complement each other, they solve fundamentally different problems.This guide explores what makes each framework unique, their ideal use cases, and how teams […]