Jenkins and Kubernetes Integration using with Helm
System Design practice on Codemia
Work through 120+ system design problems with detailed solutions, from rate limiters to multi-region storage.
Introduction
A common Jenkins and Kubernetes integration pattern is to run Jenkins on Kubernetes and manage its installation with Helm. Helm handles the Kubernetes resource packaging, while Jenkins handles the CI/CD workflows, agents, and deployment logic.
Use Helm to Install or Upgrade Jenkins
Helm is useful here because Jenkins requires several Kubernetes resources such as deployments, services, persistence configuration, and plugins or values-based customization.
A Helm-based workflow usually looks like this:
That gives you a Kubernetes-managed Jenkins deployment that you can version and reconfigure through Helm values.
Let Jenkins Use Kubernetes for Dynamic Agents
Once Jenkins is running on Kubernetes, the next integration step is usually dynamic build agents. Jenkins can request ephemeral agent pods for builds instead of relying only on static workers.
That pairing is one of the main reasons Jenkins and Kubernetes work well together:
- Jenkins coordinates the jobs
- Kubernetes supplies elastic execution environments
Keep Helm and Jenkins Responsibilities Separate
Helm is for packaging and managing the Jenkins deployment in Kubernetes. Jenkins is for orchestrating builds and delivery workflows. Confusing those responsibilities leads to messy automation.
A clean design is:
- Helm manages Jenkins itself as an application on the cluster
- Jenkins jobs may later deploy other applications, possibly with Helm too
Common Pitfalls
- Treating Helm as the CI engine instead of as the Kubernetes package manager.
- Running Jenkins on Kubernetes without planning for persistence and plugin configuration.
- Forgetting that dynamic agents need correct Kubernetes access and pod templates.
- Mixing Jenkins deployment management with application deployment logic in one unclear layer.
- Installing Jenkins successfully but never validating how builds actually run on the cluster.
Summary
- Helm is a practical way to install and manage Jenkins on Kubernetes.
- Jenkins and Kubernetes integrate well when Jenkins uses Kubernetes-backed dynamic agents.
- Helm manages the Jenkins deployment; Jenkins manages CI/CD workflows.
- Keep infrastructure packaging and build orchestration responsibilities distinct.
- A successful integration is more than installation; it includes verified build execution on the cluster.
Related reading
- Jenkins Kubernetes Plugin declarative pipeline and pod template inheritance
- Jenkins Plugin for Kubernetes Deployment EKS
- Jupyterhub helm install timed out waiting for the condition
- k3s MetalLB metallb-controller Failed to allocate IP for default/nginx no available IPs
- Jenkins docker container always adds cat command
- Jenkins running docker commands on a docker slave
- k8s - livenessProbe vs readinessProbe
- K8S Cronjob PVC cleanup

System Design Fundamentals
Build a strong foundation in designing scalable, reliable distributed systems.
View the courseTrack what you have practised
A free account saves your progress, solutions and study plan across every problem on Codemia.
System Design practice on Codemia
Work through 120+ system design problems with detailed solutions, from rate limiters to multi-region storage.