Category
Sort By
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 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 […]
Introduction DNS is rarely the first thing teams modernise. In most client environments we work with at To The New, CI/CD, cloud infrastructure, and observability mature quickly. DNS, however, often remains manually managed through dashboards, handled by a few people, and changed mostly during incidents. That gap usually goes unnoticed until traffic needs to be […]
Introduction As the Kubernetes cluster grows it becomes very difficult and complex to manage the communications between different microservices as the N numbers of services interacts in real time and identifying issues like failed connections, packet loss, unstable connections becomes challenging. Istio Service Mesh provide solutions to these challenges by creating infrastructure layer that handles […]
Understanding OTT Churn The rise of OTT platforms has transformed how people consume entertainment in their day-to-day life. Browsing among the movies and Web series varies among live sports and documentaries; users now have endless options at their fingertips. However, with intense competition comes a major challenge for OTT platforms: CHURN. In 2025, the “Golden […]