coreweave-deploy-integration

name	coreweave-deploy-integration
description	Deploy inference services on CoreWeave with Helm charts and Kustomize. Use when deploying multi-model inference, managing GPU deployments at scale, or templating CoreWeave manifests. Trigger with phrases like "deploy coreweave", "coreweave helm", "coreweave kustomize", "coreweave deployment patterns".
allowed-tools	Read, Write, Edit, Bash(helm:*), Bash(kubectl:*), Bash(kustomize:*)
version	1.0.0
license	MIT
author	Jeremy Longshore <[e-mail]>
tags	["saas","gpu-cloud","kubernetes","inference","coreweave"]
compatible-with	claude-code

CoreWeave Deploy Integration

Helm Chart for Inference Service

# helm/values.yaml
replicaCount: 2
image:
  repository: vllm/vllm-openai
  tag: latest
gpu:
  type: A100_PCIE_80GB
  count: 1
  memory: 48Gi
model:
  name: meta-llama/Llama-3.1-8B-Instruct
autoscaling:
  enabled: true
  minReplicas: 1
  maxReplicas: 5
  targetConcurrency: 2

helm install my-inference ./helm -f values-prod.yaml
helm upgrade my-inference ./helm -f values-prod.yaml

Kustomize Overlays

k8s/
├── base/
│   ├── deployment.yaml
│   ├── service.yaml
│   └── kustomization.yaml
├── overlays/
│   ├── dev/
│   │   ├── gpu-patch.yaml       # L40 GPU for dev
│   │   └── kustomization.yaml
│   └── prod/
│       ├── gpu-patch.yaml       # A100/H100 for prod
│       ├── replicas-patch.yaml
│       └── kustomization.yaml

kubectl apply -k k8s/overlays/prod/

Resources

• CoreWeave CKS
• Helm Documentation

Next Steps

For event monitoring, see coreweave-webhooks-events.