Insights

From the
Nirmata Lab

AI agents, automation architecture, and the future of autonomous business - written by people who build it every day.

Blog Posts

Guides

Your Prototype Works. That Isn’t Production.

A working prototype proves the idea. It says almost nothing about whether the software can carry real customers, real money and real load. Here is what breaks first, why it is an architecture problem rather than a coding problem, and how to decide it before you build.

10 min read