Posts by Yihan Wang
PrimusClaw: An Open-Source Managed Agent Runtime for AMD Instinct GPU Clusters
- 06 November 2026
PrimusClaw is an open-source managed agent runtime: a session store, an agent harness, and per-session sandboxes that you run in your own Kubernetes cluster, next to your AMD Instinct™ GPUs. In production use at AMD since April 2026, two PrimusClaw deployments have hosted more than 40,000 agent sessions for more than 70 users: over 100,000 agent-hours, more than 4 million tool calls, and more than 500 billion prompt tokens. On the main deployment, the median run lasted 3.4 hours (Endnote 2).