AGENT SKILL
coreweave-deploy-integration
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".
使用场景运维与部署
- License 许可
- MIT
- 最近更新
- 2026-06-24
- Stars
- ★ 66
- Forks
- 24
01 前言 Front Matter
- name
- coreweave-deploy-integration
- tags
- [ "saas", "gpu-cloud", "kubernetes", "inference", "coreweave" ]
- author
- Jeremy Longshore <jeremy@intentsolutions.io>
- license
- MIT
- version
- 1.0.0
- 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:*)
- compatible-with
- claude-code
03 SKILL.md 正文
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
Next Steps
For event monitoring, see coreweave-webhooks-events.
