coreweave-multi-env-setup

name	coreweave-multi-env-setup
description	Configure CoreWeave across development, staging, and production environments. Use when setting up multi-environment GPU infrastructure, separating namespaces, or managing per-environment GPU quotas. Trigger with phrases like "coreweave environments", "coreweave staging", "coreweave multi-env", "coreweave namespace setup".
allowed-tools	Read, Write, Edit, Bash(kubectl:*), Bash(kustomize:*), Grep
version	1.0.0
license	MIT
author	Jeremy Longshore <[e-mail]>
tags	["saas","gpu-cloud","kubernetes","inference","coreweave"]
compatible-with	claude-code

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

• CoreWeave CKS

Next Steps

For observability, see coreweave-observability.