Shared design

Three teams, one way of working.

The three designs share a pattern, a data path, a rulebook and an inbox. Build these once and each new agent team gets cheaper.

Architecture

Watch, diagnose, propose, pause for a person, act, learn.

Runtime

Why a graph with saved state fits agents that must wait for people.

Data

Raw records in, frozen snapshots out, every decision traceable.

Rules

Who may decide what, what gets logged, and how to stop it.

Human checkpoint

All three teams queue into one ranked list a person can clear.