Github GitlabCI/CD image

GitHub Actions vs GitLab CI/CD: How to Build CI/CD Pipelines in Each

Modern software development thrives on automation — and CI/CD pipelines are the engine behind fast, reliable, and frequent software delivery. If you’re hosting your code on GitHub or GitLab, you already have access to powerful native CI/CD tools:

  • GitHub Actions (built into GitHub)

  • GitLab CI/CD (built into GitLab)

But how do they compare? And how do you build a CI/CD pipeline in each?

Let’s break it down.

 What is CI/CD (Quick Recap)?

  • CI (Continuous Integration): Automatically builds and tests code when you push changes.

  • CD (Continuous Delivery/Deployment): Automatically prepares and/or deploys your code to staging or production.

CI/CD pipelines:

  • Reduce human error

  • Speed up delivery

  • Improve software quality

Both GitHub Actions and GitLab CI/CD are automation engines that make this possible — directly in your code hosting platform.

GitHub Actions vs GitLab CI/CD (Quick Comparison)

FeatureGitHub ActionsGitLab CI/CD
IntegrationNative to GitHubNative to GitLab
Pipeline File Name.github/workflows/*.yml.gitlab-ci.yml
Free Tier2,000 minutes/month (private)400 minutes/month (free plan)
Runners (Agents)GitHub-hosted or self-hostedGitLab-hosted or self-hosted
UI ExperienceModern and integratedPowerful and robust
FlexibilityHigh, with matrix buildsHigh, supports advanced DAGs
Best ForGitHub-based projectsGitLab-based codebases

How CI/CD Works in GitHub (GitHub Actions)

Step-by-Step Setup

  1. Create Workflow Folder
    Inside your GitHub repo, create:
     
    .github/workflows/
  2. Add a Workflow File

    <pre><code># File: .github/workflows/ci.yml

    name: CI Pipeline

    on:
    push:
    branches: [ main ]
    pull_request:
    branches: [ main ]

    jobs:
    build:
    runs-on: ubuntu-latest

    steps:
    – uses: actions/checkout@v3

    – name: Install dependencies
    run: npm install

    – name: Run tests
    run: npm test
    </code></pre>
    </div>

    3. Push Code

    Every time you push code or open a pull request, the pipeline will run and appear in the Actions tab of your GitHub repo.


How CI/CD Works in GitLab (GitLab CI/CD)

Step-by-Step Setup

  1. Add .gitlab-ci.yml File
    Place this file in the root of your GitLab repo:

     

    <pre><code># File: .gitlab-ci.yml

    stages:
    – build
    – test

    build_job:
    stage: build
    script:
    – npm install
    – npm run build

    test_job:
    stage: test
    script:
    – npm test
    </code></pre>

     Push Code

    GitLab automatically detects the .gitlab-ci.yml file and kicks off the pipeline.

  2. View Pipeline
    You can view real-time pipeline status under the CI/CD > Pipelines section in your GitLab project dashboard.

Which Should You Use?

Use CaseRecommended Platform
Your repo is hosted on GitHubGitHub Actions
Your repo is hosted on GitLabGitLab CI/CD
You need free and easy pipelinesGitHub (for public repos)
You want advanced pipeline graphsGitLab
You like YAML automation in PRsGitHub
You need tight GitLab ecosystem (issues, merge requests, etc.)GitLab

Tips for Both Platforms

  • Use secrets: Store API keys and passwords securely in GitHub/GitLab secrets.

  • Use caching: Speed up pipelines by caching node_modules, vendor, or build folders.

  • Break into jobs: Use separate jobs for linting, building, testing, and deploying.

  • Add notifications: Integrate with Slack, Discord, or email to receive status alerts.

Final Thoughts

Whether you use GitHub Actions or GitLab CI/CD, the key is this:

Automate your delivery pipeline early. It saves time, prevents bugs, and keeps your team moving fast.

Both platforms are powerful, customizable, and offer free usage tiers that are perfect for solo developers, open-source maintainers, and teams of all sizes.

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