Real systems are never one style. This book composes them - and measures whether composition wins.
The final book of the series dissects common agent systems - a coding agent, a support desk, a research assistant - into the styles of Books 2-5, then builds and measures twenty hybrids on the Gauntlet benchmark.
Routers that send easy cases to cheap styles and hard cases to strong onesBoundaries and adapters - what crosses, and which errors survive the crossingHybrid patterns - why trees multiply errors and supervisors remove them; a supervisor over cheap peers reaches 99.5 % on researchDeriving a design from quality attributes instead of tasteMigrating between styles in stages, with shadow traffic and stop rulesFailure propagation and governance of hybrid fleetsThe master's scorecard - seven books on one pageIt ends with Beat the Book: a script and a set of rules, including a hidden verification seed, that let any reader try to beat the series' best designs - and that catch an entry tuned to luck.
Runnable code and the series' final ten locks at tag gauntlet-b7. Book 7 of 7 in Mastering AI Agent Architectures - The Styles Series.