About this blog

I work at the intersection of product, GenAI, and operations-heavy systems.

I’ve spent years close to real users, real failures, and real constraints. The kind you don’t see in pitch decks or tutorials.

This blog is where I document how modern systems actually work in production. What breaks. Why it breaks. And how to design better software around those realities.

No hype. No trends. Just systems, tradeoffs, and practical thinking.