Automate + Enhance CI/CD Testing with GitHub Actions + Testkube

Automate + Enhance CI/CD Testing with GitHub Actions + Testkube

Last updated
May 8, 2024
Bruno Lopes
Product Leader

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The lack of proper integration testing in CI/CDs can lead to halted deployments which can then lead to disrupted development experiences. Therefore, integration testing is crucial as it ensures that individual components work well within the entire live system.

One of the popular tools for building CI/CD pipelines to integrate and deploy your applications is GitHub Actions. They not only integrate with GitHub repositories but also provide great flexibility to build custom workflows. By defining workflows in simple YAML files, Github Actions automates tasks such as code compilation, testing, and deployment. Read more about GitHub actions.

In this blog post, we’ll show how you can leverage GitHub Actions along with Testkube to run tests as part of your CI/CD pipeline in your Kubernetes cluster environments.

Testkube in CI/CD

Testkube is a Kubernetes native testing framework designed to execute and orchestrate your testing workflows inside your K8s clusters. It allows you to bring your chosen testing tool, integrate it out of the box with Testkube, and schedule all of the tests into your Kubernetes cluster, while providing all the visibility into your tests and flexibility when building and executing these tests from your CI/CD.

Irrespective of the CI/CD tool you’re using, Testkube provides you with multiple integration options:

  • Testkube GitHub Action: If your CI/CD pipeline is built using GitHub actions, then using Testkube’s GitHub Action is the easiest way to get started.
  • Testkube Docker CLI: If you’re using any other CI/CD tool like Jenkins, Circle CI, etc., you can leverage Testkube’s Docker CLI to run tests as part of your CI/CD pipeline.
  • Testkube in GitOps: If you’ve implemented GitOps, you can use Testkube’s GitOps plugins for ArgoCD and Flux to add Testkube to your GitOps workflow.

Benefits of Using Testkube in CI/CD

Integrating Testkube into your CI/CD pipeline simplifies and expedites the testing process, offering a suite of benefits. Without Testkube, testing becomes complex and time-consuming, hindering the effective utilization of Kubernetes resources. Below are some of the benefits of using Testkube in CI/CD pipelines:

  • Execution and Orchestration: Testkube orchestrates the execution of your testing workflows, saving time and effort on their definition.
  • Speed and Scalability: It ensures fast and reliable test results that can scale.
  • Seamless Integration: Testkube easily integrates with CI/CD pipelines, simplifying implementation.
  • Enhanced Security: Testkube secures Kubernetes clusters by preventing unnecessary exposure in the CI/CD pipeline, bolstering overall system security.

Now that we know the benefits of using Testkube in CI/CD pipelines, let us see how we can use GitHub actions with Testkube for a seamless testing experience.

Using Testkube with GitHub Actions

As discussed earlier, GitHub Actions have become one of the most popular ways by which developers create workflows and CI/CD pipelines. To understand how Testkube integrates with GitHub actions, we’ve designed a small workflow.

We have a GitHub repository configured with a GitHub action that triggers on every new PR that is created. Within the action, we leverage Testkube’s GitHub plugin to run and execute tests from the repository on a target Kubernetes cluster that is configured as an environment on Testkube Cloud.. Depending on the result of the test, the PR will be blocked from merging if the test fails or allowed to merge if the test passes.


  • GitHub account & repository with GitHub Actions enabled.
  • Kubernetes cluster - we’re using an EKS cluster.
  • Testkube Agent configured on the cluster.
  • Testkube API token, Org ID and Environment ID

Once the prerequisites are in place, you should have a target Kubernetes cluster ready with a Testkube agent configured on it. You should also have a GitHub repository with the test files as well as the GitHub workflow configured.

Note: To create the API token, refer to our API Token document. To find the Org ID and environment IDs, simply login to your Teskube Cloud dashboard, and copy them from the URL which would be something like this:

Save all of these as secrets in your GitHub repository, we will reference these in the workflow file that we create. All the required files are present in this GitHub repository.

Create a Testkube Test

The first step is to create a test. We’re creating a simple k6 test that will check the response time for a website.

import http from 'k6/http';
import { check, sleep } from 'k6';

export let options = {
 vus: 1, // Virtual Users
 duration: '10s', // Duration of the test

export default function () {
 // Send an HTTP GET request to the website
 let response = http.get(''); // Replace with your website URL

 // Check if the response time is less than 1000 milliseconds
check(response, {
'Response time is less than 1000 milliseconds': (r) => r.timings.duration < 1000, // Check if response time is less than 1000 milliseconds

 // Add a sleep period (in this case, 1 second) between requests

The above test checks for the response time and, if it is less than 1 second, it fails the test, else it passes it. This code can be found here.

Configuring Workflow

After the test is created, we need to create a new Github action and configure the workflow file. In the main.yaml file in the workflow folder, add the following code:

name: Running tests with Testkube
name: Testkube K6 Workflow For EKS Cluster
runs-on: ubuntu-latest
- name: Configure AWS cluster
  uses: kubeshop/setup-testkube@v1
    organization: ${{ secrets.TESTKUBE_ORG_ID }}
    environment: ${{ secrets.TESTKUBE_ENV_ID }}
    token: ${{ secrets.TESTKUBE_API_TOKEN }}
- run: |
    testkube create test --name k6-kubeshop-test --type k6/script --test-content-type git-file --git-uri --git-branch main --git-path k6/testkube.js –update
    testkube run test k6-kubeshop-test -f

The above workflow does the following things:

  • Configures the GH action to connect with the Testkube cloud using the Testkube token, organization and environment id.
  • Creates and executes the k6 test using `kubeshop/setup-testkube@v1` on the EKS cluster.
  • Based on the result, the status will be updated in the PR. If the test passes, the merge option will be enabled and anyone can merge it. However, if the test fails, the merge will not be available - we’ll configure a branch protection rule to prevent the PR from being merged if the run fails.
  • All of this happens when a new PR is created which is defined in the first few lines of the file.

Save the workflow file. With this, our basic setup is complete and we can test.  

Running GitHub Action

To check if everything is working correctly, raise a new PR in the repository with some changes. You’ll see that your action is triggered almost immediately.

In the background, our test will be running on the target Kubernetes cluster specified.

If the test passes, our GitHub action will update the status in the PR an a user can merge the PR.

However, if the test fails, GitHub action will update the workflow status as failed in the PR. You can see that merging is blocked because of the branch protection rule that we have created which prevents merge if the test fails.

With this example, we have seen how easy it is to configure Testkube with GitHub actions. One can perform advanced scenarios by tweaking the workflow and configuring your repositories based on your requirements.


In this blog post, we looked at the importance of integration testing in CI/CD pipelines and we also learned how Testkube integrates with GitHub actions, which is one of the popular tools for designing CI/CD workflows. We created a simple workflow and were able to integrate a k6 test using Testkube. 

Refer to our documentation on other ways to leverage Testkube for your CI/CD needs and try Testkube today.

Try out the various test types in Testkube and witness firsthand how Testkube simplifies and empowers your testing process with its Kubernetes-native capabilities. Join our Slack community for guidance and support.

About Testkube

Testkube is a test execution and orchestration framework for Kubernetes that works with any CI/CD system and testing tool you need, empowering teams to deliver on the promise of agile, efficient, and comprehensive testing programs by leveraging all the capabilities of K8s to eliminate CI/CD bottlenecks, perfecting your testing workflow. Get started with Testkube for free.