Tokens, Context Windows, and why your AI agent feels stupid sometimes

When an AI coding agent forgot a constraint, drifted halfway through a task, or confidently invented things that never existed, some of our first reactions are that "this model is not good enough". After using Cursor, Claude Code, and other AI coding agents daily for a long time, I changed my mind. When a capable … Continue reading Tokens, Context Windows, and why your AI agent feels stupid sometimes →

AI Coding Agents Explained: Rules, Commands, Skills, MCP, Hooks

If you are an engineer today, the challenge is no longer whether AI can help you write code. The challenge is the flood of tools and concepts. Every few weeks, there is something new. Agents, rules, skills, sub-agents, MCP, hooks. Each introduces its own vocabulary, and most explanations jump straight into features without explaining why … Continue reading AI Coding Agents Explained: Rules, Commands, Skills, MCP, Hooks →

Claude Code vs Cursor

I’ve seen a lot of Cursor vs Claude Code comparisons recently. Most of them try to answer a simple question: which one writes better code? https://twitter.com/codeaholicguy/status/2006021401212256626 After using both tools daily, I think that question misses the point. I don’t see a meaningful difference in code quality between Cursor and Claude Code anymore. Once you … Continue reading Claude Code vs Cursor →

How to Create a ChatGPT App Using MCP (Model Context Protocol) Step by Step

OpenAI just announced the Apps SDK during OpenAI DevDay 2025. It quietly introduced something important, transforming ChatGPT from a Chat app to an App Platform. I wanted to understand how this works in practice, so I decided to build something small: a to-do app (because, well, this is something you build when you learn something … Continue reading How to Create a ChatGPT App Using MCP (Model Context Protocol) Step by Step →

My memo to the team about AI trend

The rise of AI is no longer just a hype, it’s reshaping the way we work, especially in engineering. Over the past year, I’ve heard a lot of conversations about whether AI will replace software engineers. I’ve said this before, and I still stand by it: AI won’t replace engineers. But it will change the … Continue reading My memo to the team about AI trend →

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 →