Import multiple high-scale Kubernetes Clusters into Pulumi
How we organized infrastructure management of a high-scale system in the cloud by utilizing Pulumi and standardizing environment creation



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Jenkins is an open-source automation server used to implement continuous integration and continuous delivery (CI/CD) by orchestrating builds, tests, and deployments. It is commonly used by software and platform teams that need a flexible, self-hosted pipeline solution that integrates with many development tools and deployment targets.
Jenkins typically runs on Linux or Windows (often containerized) and is configured through Pipeline-as-Code using a Jenkinsfile stored in Git. Its plugin ecosystem supports a wide range of workflows, from monorepos to microservices, and can be paired with modern platform practices such as Platform Engineering.
Continuous Integration is a mode of work where multiple programmers can integrate changes continuously into the same code.
The foundation of successful collaboration lies in the agreement on facts, while the key to achieving development velocity is through conducting experiments in the form of tests to validate the code's functionality.
Continuous Integration facilitates both of these processes by creating two distinct processes:
- The first process allows developers to agree on the "true" codebase, commonly called the master branch or trunk.
- The second process validates the codebase after changes are made using tests.
For startups, it is crucial to have processes in place that enable collaboration, and enhance the delivery of changes in a consistent, predictable, and safe manner. This is typically achieved by running automated tests after the introduction of a change into a Git branch or after creating a Pull-Request. If the tests fail or if the branch is not up-to-date with the latest changes from the main branch, the change to the code cannot be introduced to the main version of the code. Such measures ensure that non-working changes are not introduced into the main branch, instilling confidence in introducing changes to the system.
Jenkins is an open-source automation server used to run CI/CD workflows by coordinating builds, tests, and deployments across diverse environments. It is often chosen when teams need a self-hosted pipeline engine with deep customization and broad integration options.
Jenkins is a strong fit when maximum control, custom integrations, and self-managed infrastructure are priorities. It typically requires ongoing operational effort for controller hardening, plugin compatibility management, upgrades, and performance tuning, so teams prioritizing low maintenance may prefer managed CI services.
Common alternatives include GitHub Actions, GitLab CI, CircleCI, and TeamCity. For official documentation, see jenkins.io.
Our experience with Jenkins across delivery and platform engagements helped us build repeatable patterns, internal tooling, and operational runbooks we use to help clients stabilize and modernize CI/CD at scale.
Some of the things we did include:
This hands-on work helped us accumulate significant knowledge across multiple Jenkins use-cases—from platform operations to pipeline engineering—and enables us to deliver high-quality Jenkins setups that are reliable, secure, and easy to evolve.
Some of the things we can help you do with Jenkins include: