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DeepSeek released a report on DSec, a production sandbox platform for large-scale agentic training. A single unit spans around 160 nodes, serving about 3 million sandboxes per day, supporting over 380,000 concurrent sandboxes and over 5,000 creations per second. DSec unifies FnCall, container, microVM and full-VM backends, loads images on demand from 3FS, and coordinates sandbox lifecycle with reinforcement learning training.
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