Architecture and state
Access control
Distinguish operator permissions, agent isolation, and conversational audience checks.
Formation enforces agent-scoped context, source-audience disclosure rules, and
capability checks. The dashboard and operator API remain trusted deployment
administration surfaces. They are not an actor-private portal or a security
boundary against the database administrator.