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-**NEW**: Executable symlink support via `extra_symlink_dir` and `extra_symlink_executables` for exposing runtime executables to system paths ([#384](https://github.com/alibaba/ROCK/pull/384))
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#### Model Service (Experimental)
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**[Model Service References Documentation](../References/Python%20SDK%20References/model-service.md)**
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Handles AI model call communications between agents and LLM inference services:
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- Local mode: File-based IPC between Agent and Roll runtime, implementing request-response via file protocol
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- Proxy mode: Request forwarding to external LLM services with routing and retry support
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- SDK supports `anti_call_llm` for proxying Agent requests ([#300](https://github.com/alibaba/ROCK/pull/300))
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-**NEW**: K8s Operator support for Kubernetes-based sandbox orchestration ([#423](https://github.com/alibaba/ROCK/pull/423))
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- Rename `extensions` to `extended_params` for consistency ([#470](https://github.com/alibaba/ROCK/pull/470))
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#### Early Docker Validation
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-**NEW**: Docker availability validation in `SandboxManager.start_async()` — fails fast with clear error message before attempting sandbox creation ([#542](https://github.com/alibaba/ROCK/pull/542))
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#### Docker Registry Login
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-**NEW**: Support Docker registry login for pulling images from private registries ([#537](https://github.com/alibaba/ROCK/pull/537))
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#### Task Scheduler
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A flexible task scheduling system for managing periodic maintenance tasks across Ray workers.
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**Built-in Tasks:**
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-**ImageCleanupTask**: Docker image cleanup using [docuum](https://github.com/stepchowfun/docuum) with configurable disk threshold ([#382](https://github.com/alibaba/ROCK/pull/382))
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### Enhancements
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#### Performance Optimizations
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- Decouple the `get_status` API logic from Ray, reducing API latency from 1s+ to 100ms+; support dynamically toggling between the new and legacy logic. ([#268](https://github.com/alibaba/ROCK/pull/268))
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- Sink ray operations from sandbox manager into ray service. ([#403](https://github.com/alibaba/ROCK/pull/403))
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- Delegate `get_status` from rocklet into Ray operator for improved separation of concerns ([#487](https://github.com/alibaba/ROCK/pull/487))
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