Prompt Wars Attempt 2 – From AI Demo to Real System

In my first attempt at Prompt Wars, I built a working AI solution. It was functional. It responded correctly. But it didn’t feel like a real system. That was the biggest lesson. So for my second attempt, I changed my approach completely. The system combines deterministic decision logic with AI reasoning, ensuring reliable outputs without hallucination. The Shift in Thinking Instead of asking: “How do I build this feature?” I started asking: “How would this work in a real production system?” That