AI Context Engineering: Architecting Intelligence Through Prompt Structures, Tools, and Memory

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Published date July 19, 2025
Author Leon Chapman

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Description

What if the real code in AI isn’t code at all—but context?

In today’s LLM-powered systems, the difference between brilliance and failure lies not in the model, but in the message. AI Context Engineering pulls back the curtain on how language models interpret, reason, recall, and act—not through clever prompts, but through structured, layered context windows that architect intelligence itself.

This is not another book on prompt tricks.

Instead, you’ll learn how to design system-level instructions that behave predictably, inject memory into conversations that evolve, fuse retrieval with tool execution, route tasks across collaborating agents, and debug faulty outputs with precision.

You’ll master techniques like: Slot-based and persona-aware prompt templates Context-aware function calling and tool chaining Hybrid RAG + Tool pipelines that drive grounded reasoning Scoped memory for multi-agent orchestration Context pruning, safety filters, and behavioural scaffolding
Each chapter delivers real-world insights, proven design patterns, and hands-on exercises—so you don’t just understand the concepts, you build them.

Chapter Snippet Chapter 1 – Context Is the New Code Chapter 2 – Structuring System Prompts and Behavior Instructions Chapter 3 – Prompt Templates and Memory Injection Chapter 4 – Designing Tool Context and Function Calls Chapter 5 – Retrieval-Augmented Context (RAG) Patterns Chapter 6 – Context Design for Multi-Agent Systems Chapter 7 – Testing, Debugging, and Optimizing Context Chapter 8 – Context Engineering Patterns and Use Cases
Whether you’re crafting autonomous agents, building support bots, designing AI workflows, or simply tired of unpredictable model outputs, this book gives you the missing architecture: the context that makes your AI systems intelligent, reliable, and scalable.

Stop guessing what your model will do. Start designing it to behave.
AI Context Engineering is your blueprint.

Get your copy today and start engineering the intelligence you’ve been prompting for.

Specifications

FormatEPUB, PDF
Pages260
LanguageEnglish
ISBN-13979-8293159215

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