Overview
OpenClaw Cluster needed a control surface that let supervisors understand machine behavior at a glance. We focused on queue pressure, state transitions, and operator confidence instead of decorative motion.
System design
- Live node states with direct filtering
- Shared queue visibility for operators and planners
- Clear fallback signals for degraded hardware behavior
Outcome
The interface reduced ambiguity around machine state and made bottlenecks easier to isolate.