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Book Overview & Buying
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Table Of Contents
Context Engineering for Multi-Agent Systems
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With every component of the Context Engine now hardened, we can take the final, and most significant, step in idx_d946c8f9our journey from prototype to pre-production: refactoring for modularity. In this phase, we’ll transform the single, monolithic notebook into a clean, scalable application by moving the core logic into separate Python library files.
This process is more than a simple copy-and-paste exercise. It’s a practical debugging journey that reveals how Python modules communicate, manage dependencies, and exchange data. We’ll begin with a clean notebook, Context_Engine_Pre_Production.ipynb, which serves as our control deck, and organize our hardened code into a dedicated commons/ library.
Our goal is to separate the code from sections 3, 4, 5, and 6 in the Context_Engine_MAS_MCP.ipynb notebook into their own .py files, helpers.py, agents.py, registry.py, and engine.py, which will reside inside a new commons/ directory. This restructuring...