Federation

Federation describes an operating model where multiple agents, services, teams, or systems retain local autonomy while participating in a larger structure.

Federation is useful because not every decision should be centralised. Local actors often hold the best context for local conditions. The challenge is that local autonomy can create system-level drift when each actor optimises for its own view of the problem.

Why Federation Changes Governance

Federated agents and distributed autonomous systems create new governance problems:

• Context is unevenly distributed.
• Authority may be local, shared, or unclear.
• Different agents may interpret the same policy differently.
• Delegation can cross coherence boundaries.
• Local improvements can weaken system-wide integrity.
• Asynchronous execution can hide conflicts until after state has changed.
• Shared memory, tools, and queues can become indirect coordination points.

Federation Needs A Governance Model

A federated system needs to define:

• Which decisions can be made locally.
• Which decisions require checkpoint review.
• Which signals must be shared across the federation.
• Which authority model resolves conflict.
• Which control plane can pause, veto, or contain execution.
• Which audit trail connects local actions to system-level outcomes.

Federation is not the absence of governance. It is governance across distributed autonomy.