Agentic AI Engineering with Python: Designing Autonomous Systems, Tool Using Agents, and Production Ready Workflows

By Zhao Colton

Autonomous AI systems require more than prompt engineering--they demand structured orchestration, memory design, tool integration, and controlled execution logic.
In Agentic AI Engineering with Python, Zhao Colton provides a practical engineering guide to building agent-based systems using Python as the orchestration layer.
This book explores: Core principles of agentic architecturesPlanning and reasoning loopsTool-calling frameworks and structured outputsMemory management and state persistenceMulti-agent coordination patternsSecure execution environmentsAPI integration and workflow automationDeployment and monitoring considerationsRather than focusing on theory alone, this volume walks through architectural blueprints and structured implementation patterns suitable for backend systems, automation pipelines, and AI-powered applications.
Readers will gain a clear understanding of how to design AI systems that reason, act, and adapt within controlled boundaries.
Ideal for developers who want to move beyond simple chatbot implementations and build autonomous AI systems grounded in engineering discipline.

• Format: Paperback
• Language: English
• ISBN: B0GQS6352Z
• ISBN13: 9798250334945
• Release Date: March 2026
• Publisher: Independently Published
• Length: 152 Pages
• Weight: 0.61 lbs.
• Dimensions: 0.3" x 7.0" x 10.0"