# Container orchestration

A step of the [Cloud application](https://gradus.kazet.blog/tree/cloud-application) tree on Gradus, in the Serving & compute area: HTTP, workers, scaling.

Page: https://gradus.kazet.blog/tree/cloud-application/step/container-orchestration

Write Kubernetes manifests or a Helm chart so the application can run as multiple coordinated instances.

Usually comes after: [Background workers](https://gradus.kazet.blog/tree/cloud-application/step/background-workers).

Leads to: [Serverless functions](https://gradus.kazet.blog/tree/cloud-application/step/serverless-functions), [Autoscaling](https://gradus.kazet.blog/tree/cloud-application/step/autoscaling).

## Prompt for your AI assistant

```
Write Kubernetes deployment, service and configmap manifests (or a Helm chart) for this application, including resource requests/limits and readiness/liveness probes.
```

Every step of the tree: https://gradus.kazet.blog/tree/cloud-application/llms.txt