- Updated: March 19, 2026
- 1 min read
Integrating Moltbook with OpenClaw Rating API Edge: Token‑Bucket Limits & Grafana Dashboard
This comprehensive tutorial walks developers through integrating Moltbook with the OpenClaw Rating API Edge, implementing per‑agent token‑bucket limits for real‑time personalization, and visualizing those metrics with a Grafana dashboard. It references the three previously created guides on Moltbook, OpenClaw Rating API Edge, and Grafana visualization, and includes an internal link to https://ubos.tech/host-openclaw/ for additional context. The article is written in a senior‑engineer tone suitable for developers, founders, and non‑technical teams.
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.