Thoughts and deep dives on Agentic AI, AI agents, automation, and building intelligent systems.

I was using vanilla Claude Code and it 10x'd my productivity. Then I saw people building at 100x. Here are the five things they were using that I was missing.

The full technical story of building DuoRead — an AI-native reading canvas that turns static books and PDFs into a dynamic, interactive workspace. The stack, the architecture, the hard problems, and shipping to web + Play Store.

Most students and developers are confused between two extremes: Blind Vibe Coding and Old Software Engineering. Here's why both fall short — and the middle path I call Vibe Engineering.