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The MLOps Omni-Reference

Engineering the Lifecycle of Artificial Intelligence

The Complete Architecture Guide for AWS, GCP, Azure, Neoclouds and Hybrid AI Systems

For Principal Engineers, Architects, and CTOs

By Aleksei Zaitsev

This work is licensed under a Creative Commons Attribution 4.0 International License.

Last Updated: December 14, 2025