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AGENTIC AI AUTOMATION WITH n8n: Build Autonomous, AI-Driven Workflows with LLMs, APIs, and Open-Source Automation

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Agentic AI represents the next frontier in intelligent automation—empowering software agents with autonomy, decision-making, and dynamic reasoning capabilities. Powered by cutting-edge Large Language Models (LLMs) like OpenAI’s GPT-4, Claude, and advanced AI APIs, agentic systems seamlessly integrate with workflow automation tools like n8n. This powerful combination enables businesses and developers to build sophisticated AI agents that can autonomously fetch data, interact with APIs, generate content, and execute complex multi-step tasks with minimal human intervention.

Written by a seasoned expert in AI automation and workflow engineering, this book provides a practical, end-to-end guide based on real-world best practices, proven architectures, and up-to-date industry standards. With detailed examples and comprehensive coverage, it empowers readers to confidently design, deploy, and scale agentic AI systems using n8n—one of the fastest-growing open-source workflow automation platforms trusted by thousands of professionals worldwide.

"Agentic AI Automation with n8n" delivers an in-depth, structured roadmap to mastering the design and implementation of intelligent, autonomous agents. From foundational concepts like triggers, control logic, and API integrations to advanced topics such as dynamic reasoning chains, memory management, and multi-agent communication—this book covers every aspect needed to build robust agentic workflows. Readers will also learn best practices for security, observability, scaling, and hybrid AI architectures, positioning themselves at the forefront of the AI automation revolution.

Comprehensive walkthroughs for setting up n8n locally and in the cloud

Step-by-step instructions on integrating popular LLMs and AI APIs (OpenAI, Claude, etc.)

Detailed coverage of prompt engineering, chaining responses, and memory handling

Techniques for building single-task and multi-step agents with real-world use cases

Strategies for error handling, testing, debugging, and fail-safe mechanisms

Guidance on modular workflow design, cross-agent communication, and subflows

Insights on deployment, scaling with Docker, CI/CD, and performance optimization

Appendices featuring pre-built workflow templates, troubleshooting, glossary, and prompt guides

Ideal for AI developers, automation engineers, software architects, and tech enthusiasts eager to harness the power of autonomous AI agents, this book assumes basic familiarity with workflow automation or programming concepts but welcomes readers of all skill levels. Whether you’re a beginner exploring AI automation or a professional aiming to upskill, this practical guide offers actionable insights and reusable code examples to accelerate your journey.

Stay ahead in a rapidly evolving AI landscape by mastering agentic automation today. The techniques and architectures detailed in this book reflect the latest 2025 advancements, ensuring you build scalable, future-proof AI agents that deliver immediate business value. Start creating intelligent workflows now that save time, reduce manual effort, and unlock new possibilities for AI-driven innovation.

Unlock the full potential of agentic AI automation with n8n and transform your workflows into intelligent, autonomous systems. Whether building AI-powered customer support bots, dynamic data pipelines, or complex multi-step agents, this book is your essential companion. Download your copy today and take the first step toward mastering the future of AI-driven automation.

278 pages, Kindle Edition

Published June 21, 2025

1 person is currently reading

About the author

ROWAN CREED

12 books

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