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Add context-managed Toolathlon rollouts with durable history, tool-output offloading, and reusable remote MCP bridging. Support Daytona runtime preparation and Slurm-based Ray and vLLM orchestration, including node-local task staging, shared training state, cluster networking, and LoRA serving. Harden Harbor generation configuration and entrypoints for long-running distributed training workflows.
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