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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 […]
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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 Basi...
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 […]
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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...
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 […]
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