Law 39 · Architecture & Operations

Your Architecture Mirrors Your Org Chart

You ship a system shaped like your teams, so design the teams first.

The principle

Any system's structure ends up mirroring the communication structure of the organization that built it. For AI, that means if three teams each own a model, you'll get three agents and a brittle seam between them, whether or not the problem wanted to be split that way. The agent boundaries you ship will trace your team boundaries unless you fight it on purpose.

The mechanism, the warning signs, a worked example, and the apply-it recipe for this law are in the complete edition.

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