@Marvin im using prefect 3.x and i need to know if exists one method to setup an ci/cd to kubernetes using prefect.yaml and run the flows automatically

Ah, setting up CI/CD with Kubernetes and Prefect is your goal. Let's dive right in. I'll search the Prefect 3.x documentation and relevant GitHub issues for instructions or examples on how to set up CI/CD to Kubernetes using

prefect.yaml

and automate flow runs. Give me a moment to gather some information for you. To set up CI/CD with Kubernetes using Prefect 3.x and

prefect.yaml

and run flows automatically, here are some key steps and resources: ### Kubernetes Deployment Prefect provides detailed instructions on how to deploy flows on Kubernetes. You can start by creating a Kubernetes Cluster (if you don't already have one) and configuring it to work with Prefect. You can follow the detailed guide provided here: Prefect Kubernetes Deployment Guide ### Creating Work Pools 1. Define a Work Pool: Create a Kubernetes work pool to manage execution. 2. Configure the Cluster: Use

KubernetesClusterConfig

to specify details for job creation. 3. API Key: Ensure you have a Prefect Cloud API key, which you'll need for authentication. ### Using Helm Prefect recommends using Helm to deploy a worker that will execute your flow runs. Here's an excerpt from the documentation:

Run flows on Kubernetes
Learn how to run flows on Kubernetes using containers.
This guide explains how to run flows on Kubernetes. Though much of the guide is general to any Kubernetes cluster, it focuses on Amazon Elastic Kubernetes Service (EKS). Prefect is tested against Kubernetes 1.26.0 and newer minor versions.
Prerequisites
- A Prefect Cloud account
- A cloud provider (AWS, GCP, or Azure) account
- Python and Prefect installed
- Helm installed
- Kubernetes CLI (kubectl) installed
- Admin access for Prefect Cloud and your cloud provider. You can downgrade it after this setup.

### GitHub Issues There was also a related GitHub issue about configuring deployments using code, which might be useful if your workflow involves programmatic deployments: GitHub Issue: Prefect Deployment This should give you a strong start on setting up your CI/CD pipeline with Kubernetes in Prefect 3.x. If you run into specific issues or errors, refer to these resources, and don't hesitate to ask for more detailed help. For more details, explore this section in the Prefect docs: Prefect 3.x Deploy Kubernetes