Context Engineering — free book

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Context Engineering

The Graph Engineer’s Discipline. Budget the window. Shape the substrate. Govern the read.

107 pages43 platesby Gennaro Cuofano
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First edition · Sept 2026 Context Engineering — cover
The window is the only door
A model knows nothing but what it reads, so the window is where capability, cost and governance are decided.

The book argues that the model has one aperture, the tokens placed in front of it for this turn, and that the discipline is deciding what stands there, what persists, what is fetched, what is written back and what is left out.

It argues that governance belongs in that layer, not in the prompt: the context layer, built properly, is a governed store of facts with provenance and permission attached, which is a graph.

A page from inside
Plate: a field-service agent's timeline from month zero to month four — the reading, the charter, the substrate, the governance and the grade, with recall rising from 62 to 94 percent and the output suite from 71 to 89.
Plate XLI — One Substrate, End to End · one of 43
What you’ll take away
The window
Budget what stands in it

Computation grows with the square of the window’s length, so a window twice as long costs roughly four times as much to read.

The substrate
Shape the store

A fact retrieved by traversal arrives with its neighbors and provenance in a few hundred tokens; the same fact retrieved by similarity arrives as several thousand.

The read
Govern it at the door

A rule written in a prompt is a request. A rule enforced in the layer that decides what enters the window is structure.

GC

Gennaro Cuofano — creator of The Business Engineer & FourWeekMBA, read by 94,000+ founders, operators, and investors. Text and plates are original work. Contemporary measurements are dated and presented as instances of mechanisms; they will be re-taken in later editions.

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