Carlos
- Updated: March 18, 2026
- 1 min read
End‑to‑End Tracing for OpenClaw Rating API Token Bucket Rate Limiting
In this article we walk developers through instrumenting the OpenClaw token‑bucket rate limiter with OpenTelemetry (or compatible tracing libraries). We provide sample code, show how to visualize traces in a dashboard, and explain how tracing complements existing metrics, alerting, and security hardening guides. The guide includes a contextual internal link to https://ubos.tech/host-openclaw/ and references the current AI‑agent hype to give the piece a timely angle.