Introduction We had a monorepo. Frontend, three backend services, a couple of shared libraries, all living in one repo. Great for developers who want to change an API and its caller in a single commit. Rough on CI. The problem showed up slowly and then all at once. Every push, no matter how tiny, kicked […]
The RabbitMQTest repository is a C# project that demonstrates how to use RabbitMQ for message queuing. It brings the producer–consumer pattern to life, showing how a producer streams messages and a consumer processes them asynchronously — perfect for developers exploring event-driven communication. 🔗 Repository link: https://github.com/kandarpgautam/RabbitMQTest 🎯 From Basics to Brilliance Brings the producer–consumer pattern […]
Introduction Someone deletes a namespace by accident. A migration goes sideways and you need last week’s cluster state back, not just today’s. A node group gets torn down before anyone thought to check what was running on it. Kubernetes does not protect you from any of this by default etcd holds your cluster’s state, but […]
Introduction Large Language Model (LLM) applications are evolving beyond single prompt-and-response setups. While basic Retrieval-Augmented Generation (RAG) scripts work well for simple Q&A over documents, real-world enterprise environments demand a much broader set of capabilities.In production, enterprise data is inherently fragmented: HR policies reside in unstructured PDFs, workforce metrics live in relational databases (SQL), and […]
Can You Trust the Report Sitting in Your Inbox? Every marketing team knows this morning. A report is due. Someone is jumping between five platforms, exporting numbers by hand, pasting them into a sheet, hoping last week’s formula changes didn’t break anything. It goes out late. There’s always a small doubt: did a number land […]
Introduction From banking and retail to healthcare, legacy industries are being reshaped by digital transformation. One sector that often goes unnoticed but offers some of the most fascinating lessons is the lottery industry. Behind the simple act of buying a lottery ticket lies a complex ecosystem balancing technology, public trust, regulatory compliance, and retail partnerships. […]
As test automation engineers, we have been striving to minimize this time difference between feature specification and test coverage for years. A conventional approach may involve time intensive QA engineers reading through user stories in Jira and then recreating acceptance criteria (AC) in test scenarios, copying the test scenarios into Zephyr Squad, and then recording […]
Let’s Start With a Honest Question How many times have you jumped straight into coding, only to realize halfway through that you misunderstood the requirement? Or worse — you built exactly what was asked for, but not what was actually needed? If you’ve been in software development for more than a few months or years, […]
Introduction As streaming services continue to evolve, users expect a seamless and feature-rich viewing experience across all devices, including Apple TV. While AVPlayerViewController offers a robust playback solution out of the box, modern OTT platforms often require greater flexibility to support custom branding, advanced playback controls, personalised content recommendations, analytics, advertisements, and DRM. Building a […]
