Inference Engineering and Agentic AI

From token physics to governed autonomous systems

Rajesh Ranjan Mahapatra

The model proposes. The system decides, acts, verifies and accounts. This handbook covers the mathematics, runtime mechanics, failure semantics, cloud architectures, domain systems and engineering judgment required to put probabilistic…

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 The free online edition and downloads have been withdrawn in the meantime.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 Inference Engineering and Agentic AI