.NET

Who Picks the Next Step – You or the LLM?

AUGUST 2026 · ~7 MIN READ · .NET · AGENTIC AI Who Picks the Next Step – You or the LLM? I built two agent apps in .NET before I understood they weren’t the same thing. This is what I learned – and how you can build either one without rebuilding halfway through. Key takeaway […]

.NET

🐇 RabbitMQTest — A Simple RabbitMQ Demo in C#

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 […]

.NET

The Token Diet: Cutting Waste in Cursor and ChatGPT

Introduction Every AI tool we use daily, Cursor for coding, ChatGPT for everything else, runs on the same underlying economy: tokens. Every word it sends back costs tokens, and every word already in the conversation gets re-read, and re-billed, on every reply after that. Most sessions burn through far more of that budget than they […]

MSP

Kubernetes Cluster Backup & Restore on S3 Bucket using Velero

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 […]

Drupal

Building Search-Ready Sites: What Every Developer Needs to Know From Day One

Introduction Building a Drupal website isn’t just about delivering features it’s also about ensuring that search engines can understand and rank your content effectively. In many projects, SEO issues don’t arise because of complex technical challenges but because of small development oversights that go unnoticed until an SEO audit. Missing meta tags, incorrect heading structures, […]

Data Engineering

From Naive RAG to Production-Grade Agent: The 6-Stage Architecture of an Enterprise AI Assistant

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 […]

DM – Analytics

Reporting Without the Panic: A Script’s Perspective

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 […]

iGaming

Beyond the Ticket: How the Global Lottery is Reimagining Customer Experience for the Connected Era

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. […]

Quality Engineering

Instant Zephyr Test Cases from Jira Stories with Kiro

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 […]