10 steps to Architecting an Application

Step 1: Define what architecture means by identifying the hard-to-change decisions the system must get right. Step 2: Understand the problem space, actors, and system boundaries to avoid solving the wrong problem or allowing scope creep. Step 3: Define core system capabilities in business terms, independent of features or technology. Step 4: Identify core domain … Read more

Mechanical Engineering Job Opportunities in India

Below is a clear, realistic, but not pessimistic explanation of why mechanical engineers in India often feel there are limited or no opportunities — and what’s actually happening underneath. 🚧 Why Many Mechanical Engineers in India See Limited Opportunities 1. India’s economy shifted faster than mechanical engineering jobs did India’s job market has been software- … Read more

Incremental Prompting using GenAI : CRUD Script example

In previous blog I have emphasized that even with the rise of AI tools in software development, a strong foundational understanding of programming concepts is crucial. I have highlighted key elements like syntax, data types, loops, and data structures as essential to master before leveraging AI for tasks like scaffolding or code snippets. AI should … Read more

Roadmap to Learning Programming in the age of AI

As I write this blog, there is a surge of AI tools, especially for Software Development. While that trend is something that needs to be embraced, the need to learn basic programming language methodically cannot be ignored. One needs to get a strong understanding of programming concepts outlined below; then, a developer can take assistance … Read more

Geopolitical Crosscurrents and Policy Shifts: Impact on India’s IT Sector and Software Jobs

I. Executive Summary The global economic environment is marked by increasing volatility, driven by persistent geopolitical conflicts and a notable resurgence of protectionist trade policies, particularly from the United States. These factors present a complex array of challenges and, in some instances, emergent opportunities for India’s information technology (IT) sector and its associated software job … Read more