Agentic RL setup hosts 135,000 task images and 1,000 concurrent rollouts
willccbb · x · 2026-07-23
The post highlights a co-located setup for agentic RL: about 135,000 open-source task images are hosted in the team’s own registry next to the sandboxes.
Key points:
- Claimed to be the largest such catalog they know of.
- The co-location eliminates Docker Hub rate limits.
- The setup supports 1,000 concurrent rollouts.
Overall, it’s a practical infra note about scaling agentic RL workloads by keeping assets and execution sandboxes close together.
Related event: Agentic RL Colocation Solution Sparks Discussion(2 posts)→
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