Running Codex on Kubernetes

I had a recent project where I needed to deploy Codex into a Kubernetes environment. Ended up open-sourcing the repo, because I figured others might find it helpful.

Prerequisites

• A Kubernetes cluster (EKS, GKE, AKS, kind, etc.)
• kubectl and helm installed
• An OpenAI API key
• A GitHub personal access token with repo permissions

Install Kube Foundry

helm repo add kube-foundry https://kube-foundry.github.io/kube-foundry
helm repo update

helm install kube-foundry kube-foundry/kube-foundry \
  --namespace kube-foundry \
  --create-namespace

Create credentials

Codex uses an OpenAI API key instead of Anthropic:

kubectl create secret generic factory-creds \
  --namespace kube-foundry \
  --from-literal=OPENAI_API_KEY=sk-your-key-here \
  --from-literal=GITHUB_TOKEN=ghp_your-token-here

Submit a task

Set agent: codex in your SoftwareTask:

apiVersion: factory.factory.io/v1alpha1
kind: SoftwareTask
metadata:
  name: add-healthcheck
spec:
  repo: https://github.com/yourorg/yourapp
  branch: main
  task: "Add a /healthz endpoint that returns 200 OK with a JSON body containing the service version and uptime"
  agent: codex
  credentials:
    secretRef: factory-creds

kubectl apply -f task.yaml

The operator spins up a sandbox pod, clones your repo, runs Codex in full-auto mode, and opens a PR.

Watch progress

kubectl get st -w                          # status transitions
kubectl logs -f pod/add-healthcheck-sandbox # agent output

Get the PR URL when complete:

kubectl get st add-healthcheck -o jsonpath='{.status.pullRequestURL}'

Resource limits

Override the defaults (2 CPU, 4Gi memory, 30min timeout):

spec:
  agent: codex
  resources:
    cpu: "4"
    memory: "8Gi"
    timeoutMinutes: 60

Skills

Codex supports skill files, environment variables, and init commands. It does not support prompts or MCP servers.

apiVersion: factory.factory.io/v1alpha1
kind: Skill
metadata:
  name: node-project
spec:
  description: "Standard Node.js project setup"
  files:
    - path: .eslintrc.json
      content: |
        { "extends": "eslint:recommended" }
  env:
    - name: NODE_ENV
      value: "development"
  init:
    - "npm install"

Reference it in your task:

spec:
  agent: codex
  skills:
    - node-project

!!! warning Codex does not support MCP servers. If MCP servers are configured on a Codex task, a warning is logged and they are skipped. Use claude-code or open-code if you need MCP support.

REST API

Submit tasks over HTTP with the webhook server:

curl -X POST http://<webhook-service>/api/v1/tasks \
  -H "Content-Type: application/json" \
  -d '{
    "repo": "https://github.com/yourorg/yourapp",
    "task": "Add input validation to all API endpoints",
    "agent": "codex",
    "secretRef": "factory-creds"
  }'

Retries

spec:
  agent: codex
  maxRetries: 2

Hope this was easy to setup. If you run into any issues can open them here and I'll take a look