This project didn’t start with architecture diagrams. It started at the kitchen table. We were talking as a family about what I had been building in a lab environment — a 3-agent Agentic AI system.… 

(Hands-on Lab Experience) Today I had the opportunity to participate in a hands-on lab event where I built something I had wanted to experiment with for a long time: An Agentic AI-based SQL modernization system… 

This week I built a simple command-line To-Do app. View source code on At first, it looked easy: But then reality happened. 🧠 First lesson: structure matters I started with everything in one file.It worked……