Testing Claude Sonnet 4.5, GPT-5 Codex, and Grok Code Fast 1 in Cursor: Which model fits best for development?

It has only been a few days since Anthropic announced their new model Claude Sonnet 4.5, and I wanted to see for myself if the hype matches reality. Instead of reading benchmarks, I opened Cursor and ran some coding tests to feel it as an end user. My goal with this test wasn’t to cover … Continue reading Testing Claude Sonnet 4.5, GPT-5 Codex, and Grok Code Fast 1 in Cursor: Which model fits best for development?

Why does MCP matter? A Deep Dive for Engineers

Everyone's talking about MCP (Model Context Protocol) and how it's supercharging workflows in tools like Claude Desktop, Cursor, and other desktop apps. And yeah, the integrations with desktop environments are cool. But honestly, MCP is way more than just these integrations for desktop applications. You’ve probably seen folks compare MCP to USB-C for AI. It’s … Continue reading Why does MCP matter? A Deep Dive for Engineers

The Turning Point in AI

Artificial Intelligence (AI) has been evolving for decades, but we’ve now hit an inflection point where AI is moving from research labs into everyday tools, and everyone now talks about AI. Just as electricity transformed every industry a century ago, AI is in a position to have a similar sweeping impact. In particular, the emergence … Continue reading The Turning Point in AI

What I learned using CursorAI every day as an Engineer

CursorAI is an AI-powered code editor (built on VS Code) that integrates a large language model (LLM) directly into your development workflow. Instead of just autocompleting code, Cursor can predict multi-line edits, apply changes across your codebase, and even answer questions about your code. I have shared that if you use AI effectively, it will … Continue reading What I learned using CursorAI every day as an Engineer

The Missing Piece in AI Adoption for Organizations

AI tools are being plugged into more workflows every day, from writing code to analyzing data. But here’s the reality most leaders are starting to see: Adding AI doesn’t magically deliver value. In fact, without the right foundation, it can slow teams down. Many organizations are trying AI tools, hoping for quick wins, but often, … Continue reading The Missing Piece in AI Adoption for Organizations

How much faster can AI actually make your team?

As a leader, you've probably asked yourself: "With AI becoming better at coding, how much time could my team realistically save? Could we speed up development by three or even ten times?" Let's explore this thoughtfully, understanding exactly where AI adds value and where human intuition remains important. The insights shared here are based purely … Continue reading How much faster can AI actually make your team?

Reimagining Software Engineering, What’s next for Engineers for the AI-Powered future?

In my previous post, I shared my perspective on why AI won't replace human software engineers anytime soon. In this post, I want to share another perspective on the growing role of AI in software engineering and how it’s transforming the way we work. AI will change the dynamics of how software engineering teams function, … Continue reading Reimagining Software Engineering, What’s next for Engineers for the AI-Powered future?

Why AI won’t replace human engineers, and why it shouldn’t

It’s been two years since the hype of ChatGPT and AI, and the excitement is still going strong. People and companies alike have been talking about AI and its potential to revolutionize industries, with many seeing it as the future of technology. Companies have started applying AI to replace certain jobs, automate tasks, and even … Continue reading Why AI won’t replace human engineers, and why it shouldn’t