- Updated: March 18, 2026
- 1 min read
End‑to‑End Tracing for OpenClaw Rating API Token Bucket Rate Limiting
Generated article content goes here. This article walks developers through instrumenting the token‑bucket limiter with OpenTelemetry (or similar) tracing, includes code snippets, deployment tips, and a contextual internal link to https://ubos.tech/host-openclaw/. It also references the earlier metrics, alerting, and security guides to show a complete observability stack.
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.