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I am a software architect with over a decade of experience in architecting and building software solutions.
Let’s understand the difference between Leading Indicators and Lagging Indicators
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In this series, I will be covering up common software engineering concepts, problems, and some of the tools that bring better developer experience (DevEx).
What is Lagging Indicators? Lagging indicators in engineering metrics are past performance measurements. They measure how well our past actions led to stability, quality, customer satisfaction and business success. By tracking lagging indicators, tea...
In the previous posts, we explored what AI agents are and how quickly you can get started building them using C# and Azure AI Foundry. By now, one thing should already be clear: AI agents are not just
Introduction In my earlier blogpost, we built a Coordinator/Dispatcher Agent that routes tasks to specialized workers. We also read about how agent patterns mirror microservice patterns—API Gateways, Sagas, and Domain-Driven Design. But there's one c...
Introduction You've built an AI agent. It can answer questions, call tools, and even make decisions autonomously. It feels like magic. But then a question keeps you up at night: What is it actually doing when I'm not looking? Unlike a traditional mic...
Large Language Models (LLMs) such as ChatGPT, Claude and Gemini have moved quickly from research labs into everyday use. They write emails, summarize documents, and hold conversations well enough that many people treat them as if they “understand” wh...
Introduction Although AI agent systems are often presented as something entirely new, many of their architectural patterns will feel familiar to anyone who has worked with microservices. In practice, most agent patterns can be mapped quite naturally ...