GitHub Actions
Introduction
Problem Statement Meeting with Dasher Team
In this lesson, we’ll explore how GitHub Actions can fulfill Dasher Technology’s DevOps prerequisites. Dasher Technology provides a platform that connects data, applications, and devices across on-premise environments. Their R&D team is migrating to the cloud with container technologies, starting with a Node.js project and later supporting Java and Python applications.
Alice leads the DevOps initiative, building a pipeline from scratch on multi-cloud infrastructure using Docker and Kubernetes. Her initial audit uncovered critical workflow gaps in the existing Node.js project:
- No version control system
- Manual, slow testing
- Risky, manual deployments to development, staging, and production
To address these challenges, the team outlined five key objectives:
- Adopt GitHub for version control and collaboration
- Automate unit testing and measure code coverage
- Build and push Docker images
- Deploy to Kubernetes clusters
- Integrate automated end-to-end testing
Workflow Challenges and Automation Roadmap
Alice also plans to add automated integration testing as a final step. Successful execution of these stages will eliminate current pain points—but first, the team must choose a CI/CD tool.
Comparing CI/CD Tools
The team evaluated several popular CI/CD platforms:
Tool | Type | Key Features |
---|---|---|
Jenkins | Open source, self-hosted | Highly extensible with thousands of plugins |
Travis CI | Cloud-hosted | Native GitHub integration |
CircleCI | Cloud/CVM | Flexible resource classes |
Bamboo | Commercial | Integrated with Atlassian suite |
Spinnaker | Open source | Multi-cloud deployment pipelines |
Warning
Self-hosting Jenkins requires provisioning infrastructure, managing plugins, and ensuring compatibility across multiple language runtimes.
Jenkins Setup Complexity
To stand up a Jenkins server for the Node.js pipeline, Alice’s team must:
- Provision a VM with sufficient CPU, memory, and disk
- Install and configure Java JDK, firewall rules, and Jenkins plugins
- Install Node.js and npm (multiple versions)
- Install Docker for container builds
- Add Kubernetes tools (
kubectl
, Helm, etc.) - Set up external integration testing and reporting tools
As more projects (Java/Maven, Python/AWS CLI) and DevSecOps tools (Trivy, KubeSec) join the pipeline, this approach becomes increasingly time-consuming and error-prone.
Note
GitHub Actions offers a native, cloud-scalable CI/CD solution directly within your GitHub repository—no separate servers required.
Next Steps: Building with GitHub Actions
In the upcoming sections, we’ll create GitHub Actions workflows for a real-world Node.js application. You’ll learn how to:
- Automate code integration, linting, and unit testing
- Build and push Docker images to a registry
- Deploy to Kubernetes using Helm
- Run end-to-end integration tests
By the end of this lesson, you’ll have a complete, cloud-native CI/CD pipeline that meets Dasher Technology’s requirements with minimal infrastructure maintenance.
Links and References
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