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The AI Agent Patterns Bible: A Practical Blueprint for Scalable Architectures, Reliable Workflows & Real-World Autonomous Systems

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AI agents are rapidly reshaping how software is built — but most teams still struggle to go beyond demos and prototypes.

The real gap isn’t ideas or models… it’s architecture. Without the right patterns, even the smartest agent will drift, fail, or collapse under real-world conditions.

The AI Agent Patterns Bible is the practical guide engineers, developers, and AI builders have been waiting for — a complete blueprint for designing scalable, reliable, production-ready autonomous systems.

Instead of abstract theory, this book delivers 30 proven, reusable agent patterns, distilled from real-world engineering, covering everything from reasoning loops and planner structures to multi-agent orchestration, safety systems, and evaluation workflows.

You’ll learn how to structure agents that think clearly, act safely, recover from errors, collaborate with other agents, and scale into complex, dependable systems.

Inside, You’ll
✓ 30 Essential Agent Clear breakdowns of reasoning flows, planning trees, tool-use orchestration, verification loops, supervisor agents, context engineering, recovery systems, safety controllers, and multi-agent collaboration.

✓ Framework-Agnostic Design patterns you can apply across LangChain, LangGraph, CrewAI, Google ADK, or any modern agent framework.

✓ Architecture & Workflow Visual diagrams and pattern stacks for real-world autonomous researchers, customer support agents, data pipelines, business automation, and AI teams.

✓ Reliability, Safety & Evaluation How to detect failure modes, reduce hallucinations, manage long context, enforce constraints, and run continuous evaluation loops.

✓ 20+ Pattern Stacks for High-Value Use Plug-and-play recipe combinations for the most common production scenarios.

By the End, You’ll Be Able

Architect agents with clarity and structureBuild systems that reason, verify, and correct themselvesImplement safe and stable tool-calling workflowsScale into multi-agent systems with roles and governanceDeploy agents that are robust, observable, and production-ready
Whether you're a developer upgrading your skillset, a leader designing AI systems, or a builder bringing intelligent automation to real-world workflows, this book gives you the patterns and mental models to do it right.

If you want to build agents that actually work — start here.

Get your copy and begin designing smarter, safer, more capable autonomous systems today.

370 pages, Kindle Edition

Published November 22, 2025

About the author

Marcus Valen

6 books

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