chore: update workload runtime integration
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# code-server
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The base deploys code-server with a PVC, Service, and password Secret reference.
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The base deploys code-server from `harbor.bwgdi.com/library/earth2studio-demo:v6`
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with a Service and password Secret reference.
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The Secret is generated by the instance overlay. Do not commit real passwords or
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tokens to this catalog.
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The Secret is generated by the instance overlay. Workspace storage is mounted
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from top-level WorkloadClaim `storage`, and exposure is rendered from top-level
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`exposure`. Do not commit real passwords or tokens to this catalog.
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The WorkloadTemplate exposes storage intent (`temporary`, `retained`,
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`existing`) and exposure intent (`internal`, `external`) as claim-time choices.
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Workspace storage defaults to retained. The template also mounts a hidden
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retained `weight` StorageClass PVC at `/models` for model weights; this
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StorageClass detail is platform-owned and is not exposed as a user parameter.
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The Deployment keeps HAMi resource keys in `resources.limits` at all times:
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`nvidia.com/gpu` for GPU count and `nvidia.com/gpumem` for GPU memory in MiB.
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