1  The Whole Stack in One Pass

One task from data to deployed agent, as a vertical slice that introduces the three-loops motif and the capability / efficiency / trust lens.

NoteStatus

Outline. Source: new. See INTEGRATION.md.

1.1 Problem

1.2 Design

1.3 Evolution

1.4 Trade-offs

1.5 Implementation

1.6 Further reading

NoteTODO

Establish the seminal, frontier, and primary-source anchors for this chapter.