GitLab CI/CD: Architecting, Deploying, and Optimizing Pipelines

Continuous Deployment with GitLab

Understand Gitlab Environments

Environments in GitLab CI/CD provide isolated stages—development, testing, and production—so teams can build, verify, and release features without affecting live users. By separating concerns, you ensure:

  • Safe feature development
  • Thorough testing before rollout
  • Clear visibility into what version is running

The image illustrates GitLab environments with three stages: Development, Testing, and Production, each represented by a database icon and associated user credentials.

With each environment backed by distinct services (databases, vaults, APIs) and secured via credentials or API keys, GitLab CI/CD helps you:

  • Organize deployments
  • Protect secrets
  • Audit deployment history

Key Concepts

Before exploring environment types, let’s define two fundamental terms:

Environments vs. Deployments

  • Environment: A label representing a deployment target (e.g., development, staging, production).
  • Deployment: An instance of your code pushed to an environment. GitLab tracks each deployment as a record.

Every deployment generates a history entry you can replay or rollback. This audit trail is essential for minimizing downtime and tracking changes over time.

The image shows a GitLab Environments interface with sections for "development" and "staging," displaying deployment details and options to open or stop each environment.

Note

A rollback reverts to a previous deployment, helping you maintain stability when a release fails.


Types of Environments

GitLab supports multiple environment categories. Choose the right one based on your workflow:

Environment TypeDescriptionUse Case
StaticManually defined in .gitlab-ci.yml or the UI, with fixed URLs and configurations.Simple web apps with stable infrastructure.
DynamicAutomatically generated per pipeline run, using CI/CD variables for names and URLs.Feature branches, preview environments.
Review AppsTemporary environments spun up for each Merge Request, ideal for early feedback.QA reviews, stakeholder demos.
ProtectedRequire approvals before deploying to critical environments like production.Compliance-sensitive deployments.

Static vs. Dynamic

  • Static Environments:
    production:
      environment:
        name: production
        url: https://myapp.com
    
  • Dynamic Environments:
    review/$CI_COMMIT_REF_NAME:
      environment:
        name: review/$CI_COMMIT_REF_NAME
        url: https://$CI_COMMIT_REF_NAME.myapp.com
        on_stop: stop_review
    

The image illustrates two types of environments: a "Static Environment" with a graph icon and a "Dynamic Environment" with an atomic symbol.

Review Apps & Protected Environments

  • Review Apps: Spin up an isolated preview for every Merge Request.
  • Protected Environments: Enforce approvals or specific roles before deployment.

The image shows two types of environments: "Review Apps" with a thumbs-up icon and "Protected Environment" with a shield and gear icon.


Securing CI/CD Variables with Environment Scope

By default, all jobs inherit every CI/CD variable. To tighten security and manage configuration:

  • Limit Exposure: Keep production secrets out of development logs.
  • Environment-Specific Settings: Define separate values for each stage.
  • Improve Performance: Smaller variable sets mean faster pipeline startup.

The image illustrates the environment scope for CI/CD variables, highlighting three aspects: Security, Configuration Management, and Improved Pipeline Efficiency, each represented with an icon.

Example: Scoped Variables in GitLab UI

KeyValueEnvironmentActions
KUBE_NAMESPACEdev-nsdevelopmentEdit / Remove
KUBE_NAMESPACEprod-nsproductionEdit / Remove
MONGODB_PASSWORD(secret)productionReveal / Mask

Warning

Avoid using the same variable key across environments without scoping—production secrets should never appear in staging or development jobs.

The image shows a table of CI/CD variables with keys, values, environments, and actions, highlighting specific entries for different environments like staging and production.


Further Reading


By leveraging static, dynamic, review, and protected environments—alongside environment-scoped variables—you can build more secure, transparent, and efficient CI/CD workflows in GitLab.

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