A nine-step end-to-end reference architecture for production agents.
A production agent is not one thing. It is a nine-step pipeline — from intent capture to context assembly to action execution to audit. This chapter walks the full architecture, names every component, and shows how the 4 C's map onto each stage.
This is the chapter you will send new hires so they can see the whole system on one page.
The Context Advantage is a living guide for the agentic era. Chapters 1 – 3 are free. Everything else, plus future updates, templates, and resources, is included with the lifetime edition.
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Browse the full table of contents, or explore the four pillars — Context, Control, Cost, and Choice.