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Agentic AI Engineering System : The End of Prompt Engineering | Architecting State-Aware Agents and Autonomous Swarms - George Mitchell

Agentic AI Engineering System

The End of Prompt Engineering | Architecting State-Aware Agents and Autonomous Swarms

By: George Mitchell

Paperback | 31 December 2025

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STOP WRITING PROMPTS. START ARCHITECTING SYSTEMS.

Are you tired of AI tutorials that only work in a pristine demo environment?
Do your agents get stuck in infinite loops or hallucinate when faced with real-world data?

You are not alone. Most books on AI are just "Prompt Engineering" in disguise. They teach you how to chat with a bot, not how to build a Reliable, Autonomous Software Infrastructure. You don't need more magic words; you need robust engineering patterns, state management, and orchestration logic.

This book is the Field Manual you've been waiting for. It bridges the gap between fragile Python scripts and enterprise-grade Agentic Swarms. We move beyond the hype to build systems that observe, reason, act, and-most importantly-self-correct when things go wrong.

Inside "The End of Prompt Engineering", you will discover:

  • From Chains to Graphs: Why linear scripts fail and how to design non-deterministic, self-healing Graph Architectures.
  • The Hybrid Stack (Python + n8n): Stop choosing. Learn to combine the raw power of Python code with the visual orchestration speed of n8n.
  • RAG & Vector Memory: Eliminate hallucinations. Build agents that can actually "remember" and retrieve proprietary data using Vector Databases.
  • The "Swarm" Pattern: Don't build one super-agent. Orchestrate a team of specialized micro-agents that work together to solve complex tasks.
  • Production Ops: Logging, tracing, and sandboxing. How to deploy agents that don't bankrupt you or crash your servers.


Imagine deploying a system that runs while you sleep, handling complex workflows without your intervention. You are no longer just a coder; you are the Architect of an Intelligent Workforce.


Stop playing with chatbots. Start engineering the future.

Scroll up and grab your copy today.

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