The Complete Context Engineering Blueprint with Claude AI: Design Architectures That Maximize Reasoning, Reduce Hallucinations, and Scale Business Apps
Language: English
Published by Independently published, 2026
- Softcover
- New
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- Title
- The Complete Context Engineering Blueprint with Claude AI: Design Architectures That Maximize Reasoning, Reduce Hallucinations, and Scale Business Apps
- Author
- Stark, Nolan
- Publisher
- Independently published
- Publication year
- 2026
- Condition
- New
- Binding
- Soft cover
- Language
- English
- ISBN 13
- 9798192016800
Taking a generative AI application from a promising prototype to a reliable, enterprise-wide system takes a lot more than good prompting — it takes real architectural discipline. This book brings together advanced retrieval strategies, cost optimization, and behavioral control into one complete framework for context engineering done right.
At its core, the book tackles the central challenge every serious AI deployment faces: feeding models the external, proprietary data they need without overwhelming their attention or blowing through your API budget. You'll get a full walkthrough of Anthropic's prompt caching system — structuring conversations so identical system prompts and tool definitions sit at the front, unlocking up to 90% cost savings and 85% faster response times on every call — along with strategies for managing cache state across long, multi-turn conversations.
Beyond efficiency, there's a strong focus on accuracy. The book lays out a rigorous approach to Retrieval-Augmented Generation, covering contextual chunking, contextual embeddings, and semantic reranking to cut retrieval failures by nearly half and meaningfully reduce hallucinations caused by missing context. The throughline is treating context engineering as a genuine architectural discipline, not an afterthought — so your applications can reason accurately over massive datasets without falling apart at scale.
This is essential reading for AI product managers, senior software engineers, and technical founders serious about scaling generative applications the right way.
At its core, the book tackles the central challenge every serious AI deployment faces: feeding models the external, proprietary data they need without overwhelming their attention or blowing through your API budget. You'll get a full walkthrough of Anthropic's prompt caching system — structuring conversations so identical system prompts and tool definitions sit at the front, unlocking up to 90% cost savings and 85% faster response times on every call — along with strategies for managing cache state across long, multi-turn conversations.
Beyond efficiency, there's a strong focus on accuracy. The book lays out a rigorous approach to Retrieval-Augmented Generation, covering contextual chunking, contextual embeddings, and semantic reranking to cut retrieval failures by nearly half and meaningfully reduce hallucinations caused by missing context. The throughline is treating context engineering as a genuine architectural discipline, not an afterthought — so your applications can reason accurately over massive datasets without falling apart at scale.
This is essential reading for AI product managers, senior software engineers, and technical founders serious about scaling generative applications the right way.
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California Books
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