Engineers
~60–90 pages
The Developer's Guide to AI Context
How Semantic Retrieval, Personalized Embeddings, and the Model Context Protocol Are Changing How AI Tools Understand Your Code
Free Ebook
EPUB + Markdown
By David Kelly Price
About This Ebook
Senior engineers and tech leads who use AI coding tools and want to understand why context quality determines suggestion quality — and what to do about it
What you'll learn:
- Why Context Determines Everything
- How Retrieval Actually Works
- The Generic Embedding Problem
- Personalization as a Technical Strategy
- The Model Context Protocol
- Cross-Project Context
- Measuring and Improving Context Quality
- Building Your Context Strategy
Get instant access to the EPUB and Markdown versions — read offline, share freely, and explore at your own pace.
Free Semantic Code Search
Try Pyckle in your codebase
The tool this book explores — semantic search, context routing, and code intelligence for Claude Code.