Model Context Protocol: Standards and Patterns for Context Management in LLM Systems: Context windows, chunking strategies, context stitching, version

By OWEN CROSSWELL

A standards-oriented manual laying out concrete patterns, API designs, and serialization formats for managing context and session state across LLM applications. Covers chunking and sliding-window strategies, semantic compression, context stitching across multi-step workflows, conflict resolution in shared sessions, and multi-tenant context isolation. Provides reference protocol designs to unify context passing between agents, microservices, and models.
Who this book is forPlatform engineers and API designers building multi-session LLM services.Architects designing stateful and collaborative agent systems.Teams building SDKs, connectors, and shared context layers for LLM applications.What the reader will learnContext engineering: chunking, compression, and token budgeting.Protocol and API patterns for context handoff and session versioning.Strategies for secure, multi-tenant context isolation and privacy.Context stitching methods for multi-model orchestration and tool chains.Serialization formats and best practices for reproducibility and debugging.Practical examples: session replay, context diffs, and merge strategies.

• Format: Paperback
• Language: English
• ISBN: B0FRS8RGXM
• ISBN13: 9798266071124
• Release Date: September 2025
• Publisher: Independently Published
• Length: 332 Pages
• Weight: 1.27 lbs.
• Dimensions: 0.7" x 7.0" x 10.0"