PAIDF Orchestration Environment Setup

Prepare a Kubernetes GPU environment for PAIDF Orchestration without assuming a cloud provider. Treat Kubernetes—not the host vendor—as the integration contract.

Safety boundary

Start with a read-only audit. Before any prepare, Helm install, Airflow connection change, or remote mutation, summarize the exact changes and obtain user approval. Never print kubeconfig, NGC keys, Hugging Face tokens, AWS secrets, or Kubernetes Secret bodies.

Select two independent axes