Agentic AI

From First Principles to Production

Rajesh Ranjan Mahapatra

Understand the models that reason and the engineering that lets them act. Build from probability and attention through learning, tools, memory and planning to durable execution, security, evaluation and operations.

This book is being prepared for publication on Kindle. The free online edition and downloads have been withdrawn in the meantime.

© 2026 Rajesh Ranjan Mahapatra. All rights reserved.

Cover of Agentic AI