How to Integrate GitLab CI/CD and Kubernetes for Version Control

Written By

Rodolfo Ortega


In today's fast-paced and dynamic software development landscape, collaboration and version control are crucial for efficient and successful project management. GitLab CI/CD and Kubernetes are software tools that, when used together, can significantly enhance collaboration and version control processes. 

This article explores how to implement the GitLab CI/CD and Kubernetes integration as well as the benefits, while providing insights and best practices for optimizing your development workflow.

Table of Contents

What is GitLab CI/CD?

GitLab CI/CD is an essential component of the GitLab platform, providing developers with an integrated approach and automated way to build, test, and deploy software.

It is quite common for several versioning platforms to have process assistance to automate build, deploy, and other operations, and this is no different with GitLab CI/CD. Essentially, Developers can define custom pipelines that automate various stages of the software development lifecycle, including Continuous Integration and Continuous Deployment using a shared repository.

Typically, GitLab CI/CD simplifies this process by automatically triggering builds and tests whenever changes are pushed to the repository. This ensures that the codebase remains in a stable state and that any issues or conflicts are identified and resolved early in the development cycle.

What is Kubernetes?

Kubernetes is a highly popular container orchestration platform designed to manage distributed applications at scale. 

Packed with several advanced capabilities for deploying, scaling, and managing containers, this tool allows you to build a highly flexible and resilient infrastructure. 

Another key aspect to note is that Kubernetes is open-source software, that provides a declarative approach to application deployment and enables seamless scaling and load balancing across multiple nodes. With built-in fault tolerance and self-healing capabilities, Kubernetes ensures high availability and resiliency for your applications. 

One of the key advantages of Kubernetes is its ability to automate many operational tasks by simplifying the underlying complexities of the infrastructure to give Developers room to focus on application logic and optimizing the performance of solutions.

Benefits of GitLab CI/CD and Kubernetes Integration

Streamlined Collaboration

By integrating GitLab CI/CD with Kubernetes, teams can streamline collaboration between Developers, Testers, and Operations. This seamless integration allows for efficient code sharing, version control, and real-time collaboration, leading to faster development cycles and improved productivity.

Enhanced Version Control

The GitLab CI/CD and Kubernetes integration offers enhanced version control capabilities, allowing Developers to track changes, manage branches, and merge code seamlessly. The integration ensures that the entire team is working on the latest version of the codebase, reducing conflicts and minimizing errors.

Automated Testing and Deployment

With GitLab CI/CD and Kubernetes, Developers can automate testing and deployment processes. Continuous Integration enables automated testing, ensuring that new code changes do not break existing functionality. Continuous Deployment automates the deployment process, making it easier to release new features and updates rapidly.

Scalability and Flexibility

Kubernetes provides scalability and flexibility to applications. By integrating with GitLab CI/CD, Developers can easily scale their applications based on demand and handle spikes in traffic efficiently. The combination of GitLab CI/CD and Kubernetes empowers teams to build scalable and resilient applications.

Defining Workflows with GitLab CI/CD and Kubernetes

Workflow Example: Continuous Integration

In a typical workflow, Developers commit code changes to a Git repository. GitLab CI/CD automatically triggers a pipeline that builds and tests the application. If the tests pass, the pipeline deploys the application to a staging environment for further testing.

Workflow Example: Continuous Deployment

Once the application is thoroughly tested in the staging environment, GitLab CI/CD can automatically deploy it to a production environment. The pipeline ensures that the deployment is performed in a controlled manner, minimizing the impact on end-users.

Monitoring and Logging with GitLab CI/CD and Kubernetes

Centralized Monitoring

GitLab CI/CD integrates with various monitoring tools, allowing Developers to monitor the health and performance of their applications. By leveraging Kubernetes' monitoring capabilities, teams can gain insights into resource usage and application metrics to identify potential issues proactively.

Log Aggregation

GitLab CI/CD also enables log aggregation, which consolidates logs from different components of the application into a centralized location. This makes troubleshooting and debugging easier, as Developers can analyze logs to identify and resolve issues quickly.

Managing Environments with GitLab CI/CD and Kubernetes

Multi-Environment Support

GitLab CI/CD and Kubernetes enable the creation and management of multiple environments, such as development, staging, and production. Each environment can have its own configuration and deployment settings, allowing teams to test and validate changes before deploying them to production.

Infrastructure as Code

By leveraging GitLab CI/CD and Kubernetes, teams can define their infrastructure as code. Infrastructure as Code (IaC) allows for version-controlled and reproducible infrastructure configurations, ensuring consistency across environments and reducing manual errors.

Scaling Applications with GitLab CI/CD and Kubernetes

Horizontal Scaling

Kubernetes provides horizontal scaling capabilities, allowing applications to scale out by adding more replicas of containers. GitLab CI/CD simplifies the process of scaling applications by automatically triggering scaling actions based on predefined metrics or user-defined thresholds.


GitLab CI/CD and Kubernetes integration also enable autoscaling, where the infrastructure automatically adjusts the number of replicas based on workload demands. Autoscaling ensures that applications have sufficient resources to handle varying traffic loads, optimizing performance and cost-efficiency.

Securing Applications with GitLab CI/CD and Kubernetes

Image Scanning

GitLab CI/CD integrates with container image scanning tools, which scan container images for vulnerabilities and security issues. By incorporating image scanning into the CI/CD pipeline, teams can ensure that only secure and trusted images are deployed to production.

Role-Based Access Control

Kubernetes provides robust role-based access control (RBAC) mechanisms that allow teams to define fine-grained access permissions for different users and roles. By integrating GitLab CI/CD with RBAC, organizations can enforce security and restrict access to sensitive resources.

Troubleshooting Common Issues of Integrating GitLab CI/CD with Kubernetes 

Network Connectivity

When integrating GitLab CI/CD with Kubernetes, network connectivity issues may arise. It's crucial to ensure that the GitLab instance and Kubernetes cluster can communicate with each other. Proper network configuration and firewall rules should be in place to enable seamless communication.

Resource Allocation

Improper resource allocation in Kubernetes can lead to performance issues or application failures. Teams should carefully monitor resource utilization and adjust resource requests and limits to ensure optimal application performance and stability.

Best Practices for GitLab CI/CD and Kubernetes Integration

Use Version Control for Infrastructure

Storing infrastructure configurations and deployment scripts in version control repositories ensures traceability, reproducibility, and facilitates collaboration among team members. It also enables rollback to previous working configurations if issues arise.

Regularly Update Dependencies

Keep all software dependencies up to date to leverage the latest features, bug fixes, and security patches. Regularly reviewing and updating dependencies ensures that applications are built on a stable and secure foundation.

How to Integrate GitLab CI/CD and Kubernetes: The Complete Step-by-Step Guide

Step 1: Configuring Kubernetes Cluster

To integrate GitLab CI/CD with Kubernetes, the first step is to configure a Kubernetes cluster. This involves setting up the cluster, defining the required resources, and ensuring connectivity between GitLab and Kubernetes.

Step 2: Creating a GitLab CI/CD Pipeline

First of all, if you don't have a gitlab account follow these steps:

- Open your web browser and go to the GitLab website (

- Click on the "Sign in / Register" button located at the top right corner of the page.

- On the Sign In page, click on the "Register" tab.

- You have the option to register using either your GitHub, Google, or Microsoft account. If you want to register with one of these accounts, click on the respective button and follow the prompts to authorize GitLab access. Skip to step 8 if you choose this option.

- To register with an email address, enter your desired username in the "Choose a username" field.

- Provide a valid email address in the "Your email address" field. Make sure it is an email you have access to since GitLab will send a confirmation email to verify your account.

- Enter a strong password in the "Create a password" field. It should be at least eight characters long and contain a mix of uppercase and lowercase letters, numbers, and special characters.

- Check the box to agree to the GitLab Terms of Service and Privacy Policy.

- Click on the "Register" button to proceed.

- GitLab will send a confirmation email to the email address you provided during registration. Open your email inbox and look for an email from GitLab.

- Open the email and click on the confirmation link to verify your account. If you don't see the email in your inbox, check your spam or junk folder.

- After clicking the confirmation link, you will be redirected to the GitLab website, and your account will be confirmed.

- You can now sign in to GitLab using your registered username or email address and the password you set during registration.

Congratulations! You have successfully created an account on GitLab.

Once the Kubernetes cluster is set up, the next step is to create a GitLab CI/CD pipeline. This pipeline defines the stages and tasks required to build, test, and deploy the application. GitLab provides a friendly interface for configuring the pipeline. For example, here's a model that builds our application and deploys it to Kubernetes.

# .gitlab-ci.yml

  - build
  - deploy


  stage: build
  image: docker:latest
    - docker:dind
    - docker login -u $CI_REGISTRY_USER -p $CI_REGISTRY_PASSWORD 

  stage: deploy
  image: bitnami/kubectl:latest
    - kubectl apply -f deployment.yaml --namespace=$KUBE_NAMESPACE

In this example, you'll need to replace the following placeholders with your own values:

<your-container-registry>: The URL of your container registry (e.g.,

<your-image-name>: The name of your Docker image.

<your-kubernetes-namespace>: The namespace in your EKS cluster where you want to deploy the application.

Make sure you have a kubeconfig.yaml file that contains the credentials and configuration to access your Kubernetes cluster. You can store your KUBECONFIG file contents as a secret file and name environment variable KUBECONFIG.

Place the deployment.yaml file in the same directory as the .gitlab-ci.yml file. The deployment.yaml file should contain the Kubernetes deployment configuration for your application.

With this pipeline, whenever you push changes to your repository, GitLab CI/CD will build the Docker image, push it to the container registry, and deploy it to your Kubernetes cluster.

Gitlab CI/CD dashboard


The integration of GitLab CI/CD and Kubernetes offers numerous benefits for collaboration and version control in software development. Seamless integration streamlines workflows, automates testing and deployment, improves scalability and security, and provides robust monitoring and logging capabilities. By leveraging GitLab CI/CD and Kubernetes, organizations can improve their development processes and deliver high-quality software more efficiently.

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