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CAST AI Kubernetes Agent Setup is a operations Claude Skill built by intentsolutions.io. Best for: Platform engineers onboard Kubernetes clusters to CAST AI for automated cost optimization, node autoscaling, and spot instance management without manual cloud console work..

What it does
Install and authenticate CAST AI agent on Kubernetes clusters (EKS, GKE, AKS) via Helm or Terraform for cost optimization and autoscaling.
Category
operations
Created by
intentsolutions.io
Last updated
March 25, 2026
operationsintermediate

CAST AI Kubernetes Agent Setup

Install and authenticate CAST AI agent on Kubernetes clusters (EKS, GKE, AKS) via Helm or Terraform for cost optimization and autoscaling.

Skill instructions


name: castai-install-auth description: | Install and configure CAST AI agent on a Kubernetes cluster with API key authentication. Use when onboarding a cluster to CAST AI, setting up Helm charts, or configuring Terraform provider authentication. Trigger with phrases like "install cast ai", "connect cluster to cast ai", "cast ai setup", "cast ai api key", "cast ai helm install". allowed-tools: Read, Write, Edit, Bash(helm:), Bash(kubectl:), Bash(terraform:*), Grep version: 1.0.0 license: MIT author: Jeremy Longshore jeremy@intentsolutions.io tags: [saas, kubernetes, cost-optimization, castai] compatible-with: claude-code

CAST AI Install & Auth

Overview

Connect a Kubernetes cluster (EKS, GKE, AKS, or KOPS) to CAST AI for cost optimization, autoscaling, and security scanning. Covers API key generation, Helm chart installation of the CAST AI agent, and Terraform provider setup.

Prerequisites

  • A running Kubernetes cluster (EKS, GKE, AKS, or KOPS)
  • kubectl configured with cluster admin access
  • helm v3 installed
  • A CAST AI account at https://console.cast.ai

Instructions

Step 1: Generate an API Key

Log in to https://console.cast.ai and navigate to API > API Access Keys. Create a Full Access key for Terraform-managed clusters, or Read-Only for monitoring-only.

export CASTAI_API_KEY="your-api-key-here"

# Verify the key works
curl -s -H "X-API-Key: ${CASTAI_API_KEY}" \
  https://api.cast.ai/v1/kubernetes/external-clusters | jq '.items | length'

Step 2: Install the CAST AI Agent via Helm

# Add the CAST AI Helm repository
helm repo add castai-helm https://castai.github.io/helm-charts
helm repo update

# Install the read-only monitoring agent (Phase 1)
helm upgrade --install castai-agent castai-helm/castai-agent \
  -n castai-agent --create-namespace \
  --set apiKey="${CASTAI_API_KEY}" \
  --set provider="eks"  # eks | gke | aks

kubectl get pods -n castai-agent

Step 3: Enable Full Automation (Phase 2)

export CASTAI_CLUSTER_ID="your-cluster-id"

# Cluster controller -- manages node lifecycle
helm upgrade --install cluster-controller castai-helm/castai-cluster-controller \
  -n castai-agent \
  --set castai.apiKey="${CASTAI_API_KEY}" \
  --set castai.clusterID="${CASTAI_CLUSTER_ID}"

# Evictor -- consolidates underutilized nodes
helm upgrade --install castai-evictor castai-helm/castai-evictor \
  -n castai-agent \
  --set castai.apiKey="${CASTAI_API_KEY}" \
  --set castai.clusterID="${CASTAI_CLUSTER_ID}"

# Spot handler -- graceful spot instance interruption
helm upgrade --install castai-spot-handler castai-helm/castai-spot-handler \
  -n castai-agent \
  --set castai.provider="eks" \
  --set castai.clusterID="${CASTAI_CLUSTER_ID}"

Step 4: Terraform Provider (Alternative)

terraform {
  required_providers {
    castai = {
      source  = "castai/castai"
      version = "~> 7.0"
    }
  }
}

provider "castai" {
  api_token = var.castai_api_token
}

variable "castai_api_token" {
  type      = string
  sensitive = true
}

resource "castai_eks_cluster" "this" {
  account_id = data.aws_caller_identity.current.account_id
  region     = var.aws_region
  name       = var.cluster_name
}

Step 5: Verify Connection

curl -s -H "X-API-Key: ${CASTAI_API_KEY}" \
  "https://api.cast.ai/v1/kubernetes/external-clusters/${CASTAI_CLUSTER_ID}" \
  | jq '{name: .name, status: .status, agentStatus: .agentStatus}'
# => { "name": "my-cluster", "status": "ready", "agentStatus": "online" }

Error Handling

| Error | Cause | Solution | |-------|-------|----------| | 401 Unauthorized | Invalid or expired API key | Regenerate at console.cast.ai > API | | 403 Forbidden | Key lacks permissions | Use Full Access key for write operations | | Agent CrashLoopBackOff | RBAC misconfiguration | Check kubectl logs -n castai-agent | | cluster not found | Wrong cluster ID | Verify ID at console.cast.ai > Clusters | | Helm chart not found | Repo not added | Run helm repo add castai-helm ... |

Resources

  • CAST AI Getting Started
  • CAST AI Helm Charts
  • Terraform Provider
  • API Reference

Next Steps

Proceed to castai-hello-world to query cluster savings and node status.

View raw SKILL.md on GitHub

Install

/plugin install cast-ai-kubernetes-agent-setup@jeremylongshore

Requires Claude Code CLI.

Use cases

Platform engineers onboard Kubernetes clusters to CAST AI for automated cost optimization, node autoscaling, and spot instance management without manual cloud console work.

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Stats

Installs0
GitHub Stars1.9k
Forks258
LicenseOther
UpdatedMar 25, 2026

Creator

I

intentsolutions.io

@jeremylongshore

View on GitHub