Hypothesis
Multi-agent teams can carry real operational work — deployment, diagnostics, review — if their autonomy is gated by confidence and their knowledge is shared through a common graph.
Problem
Demos of agent teams are easy; agents that touch production infrastructure and survive contact with it are not.
Current state
Active — internal systems.
Methods
- Agent teams attached to live infrastructure with confidence-gated autonomy
- Shared knowledge graph as the coordination medium
- Escalation to humans as a first-class protocol step
Findings
- Confidence gating, not capability, is the binding constraint on useful autonomy