Sharing knowledge, Information, Experiences & Views
GenAI in Developer Experience Activity Tools/Stack Build a RAG-based code assistant that generates internal docs using vector search over service repos LangChain + Hugging Face + FAISS + FastAPI Implement a CI/CD LLM assistant
Continue readingThis post compiles 25 strategic and hands-on mock interview questions and responses tailored for Chief Staff Architect roles, especially in companies focusing on Developer Experience (DevEx) and Generative AI transformation. Full Q&A Section 1. Why
Continue readingModern event-driven systems often rely on Kafka for high-throughput messaging. But how you consume these messages—using traditional blocking I/O or reactive non-blocking pipelines—can greatly impact performance and scalability. Let’s quickly break down the key differences
Continue readingWhen designing APIs, developers often choose between two dominant paradigms: GraphQL and REST. Though they serve the same purpose—enabling data exchange between client and server—their philosophies and implementations are quite different. This article explores these
Continue readingWhen it comes to debugging and optimizing MicroServices, the difference between success and failure often lies in how well you approach the problem. This blog post focuses on debugging a Spring Boot MicroService with PostgreSQL,
Continue readingMicroservices architectures are the common architecture styles of modern applications, that enable flexibility, scalability, and faster deployment cycles. However, managing observability in distributed systems is a challenging task, especially when dealing with multi-language stacks like
Continue readingManaging observability in complex, multi-language microservices architectures—whether built on Java Spring Boot, .NET 7+, Python Django, or Flask—is no small task. These systems generate immense amounts of logs and metrics, making it difficult to detect
Continue readingThe terms “IT Solutions” and “IT Services” are often used interchangeably, but they refer to distinct concepts within the field of Information Technology. Here’s a breakdown of the differences: IT Solutions Definition: IT Solutions are
Continue readingIn my professional journey, especially within IT consulting, I consider the period from 2011 to 2020 a golden era where I focused extensively on pre-sales architecture consulting. During the latter part of the above phase,
Continue readingSoftware developers need tools to improve their productivity and efficiency. For a Java Spring Boot developer working with MongoDB, AWS services, Kubernetes, Docker, Elasticsearch, Redis, and DynamoDB, AI tools like GitHub Copilot, ChatGPT, and Google
Continue reading