- Updated: March 17, 2026
- 1 min read
End‑to‑End Observability for OpenClaw on UBOS: OpenTelemetry, Prometheus, and Grafana
In this article we walk developers through combining OpenTelemetry tracing, Prometheus metrics, and Grafana dashboards to achieve full‑stack observability for OpenClaw on UBOS. We start by setting up OpenTelemetry agents, then expose Prometheus metrics, and finally build Grafana dashboards that give you a single pane of glass. Along the way we include a contextual link to hosting OpenClaw on UBOS and reference the current AI‑agent hype to give the piece a timely angle.
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Andrii Bidochko
CTO UBOS
Andrii Bidochko is an AI entrepreneur and researcher focused on AI agents, reinforcement learning, and autonomous systems. He writes about the technologies shaping the future of machine intelligence, from frontier models and agent architectures to real-world AI applications.