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## Cluster API
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Submit and delete Workloads.
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The [Cluster API](cluster-api/workload-overview-dev.md) allows you to submit and delete Workloads directly to the cluster itself.
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The API is provided as [Kubernetes API](./cluster-api/submit-yaml.md).
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Cluster API is accessible via the GPU cluster itself. As such, **multiple clusters may have multiple endpoints**.
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!!! Important
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* With Run:ai 2.18, this API is replaced by a Control-plane API to submit jobs, which is now the recommended method for cluster versions of 2.18 and above.
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* If you are looking to automate tasks, it's best to use the [Run:ai Command-line interface](../Researcher/cli-reference/Introduction.md) which provides forward compatibility.
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* This API is replaced by a Control-plane API to submit jobs, which is now the recommended method for cluster versions of 2.18 and above.
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* If you are looking to automate tasks with older versions of Run:ai, it's best to use the [Run:ai Command-line interface](../Researcher/cli-reference/Introduction.md) which provides forward compatibility.
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