| Self-hosted | Yes | Yes |
| Official CLI | Yes | Yes |
| REST API | Yes | Yes |
| Multi-server deployment | Fleet and orchestrator providers | Multiple attached servers |
| Traffic across replicas | Managed Nginx or Traefik routing | External load balancer for standalone multi-server deployments |
| Capacity decisions | Policies evaluate host and container limits | Operator monitors capacity and adds or removes servers |
| Change preview | Plan and apply with stale-plan protection | No |
| External agent access | Permissioned MCP tools and agent runtime | CLI command catalog for agent context |