CoreWeave Multi-Env Setup
Environment Strategy
| Environment | GPU Type | Scale-to-Zero | Replicas | |-------------|----------|---------------|----------| | Dev | L40 | Yes | 0-1 | | Staging | A100 40GB | Yes | 0-2 | | Production | A100 80GB | No | 2-10 |
Kustomize Overlays
# k8s/overlays/dev/gpu-patch.yaml
- op: replace
path: /spec/template/spec/affinity/nodeAffinity/requiredDuringSchedulingIgnoredDuringExecution/nodeSelectorTerms/0/matchExpressions/0/values
value: ["L40"]
# k8s/overlays/prod/gpu-patch.yaml
value: ["A100_PCIE_80GB"]
# Deploy per environment
kubectl apply -k k8s/overlays/dev/
kubectl apply -k k8s/overlays/prod/
Resources
Next Steps
For observability, see coreweave-observability.