DeepSeek unveils DSec sandbox infra running 3M agent environments per day
jiqizhixin · x · 2026-09-23
DeepSeek published a paper on DSec (DeepSeek Elastic Compute), a sandbox infrastructure built for large-scale agent training and evaluation.
- Designed to run 3 million AI agent environments per day for agentic RL training at scale
- Unifies FnCall, containers, microVMs, and full VMs under one system
- Coordinates stateful agent rollouts with RL training
- A production DSec cluster spans 160 nodes and supports 380,000+ concurrent environments
The work signals DeepSeek's substantial engineering investment in agent RL infrastructure.
Related event: DeepSeek Unveils DSec Elastic Compute, Running 3 Million Sandboxes Daily(3 posts)→
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