Development & Deployment

CI/CD: automate your application deployment

Pipelines, secrets, environments and idempotent deployments.

O
Online Toolset TeamEditorial Team
6 min read
CI/CD: automate application deployment
From commit to production: tests, build, security gates, approvals and rollback.

Key takeaways (TL;DR) Pipeline: Install → Lint → Test → Build → Scan → Deploy (staging → prod with approval). Secrets in CI secret store; prefer OIDC + vault/cloud secret manager over long‑lived keys. Idempotency and rollback via versioned artifacts or immutable Docker images. Observability: metrics, logs and alerts (SLI/SLO). Quality gates on tests/coverage.

CI/CD automates tests, builds and deployments so you can ship faster and safer. This guide proposes a reference pipeline, best practices and concrete examples withGitHub ActionsandGitLab CI.

Platforms & key tools

  • GitHub Actions— YAML workflows, OIDC to cloud:github.com/features/actions
  • GitLab CI— .gitlab-ci.yml, environments & approvals:docs.gitlab.com/ee/ci
  • Jenkins— declarative pipelines:jenkins.io/doc
  • Docker& registries (GHCR, GitLab Registry, ECR, GCR) for reproducible artifacts.
  • Kubernetes+Argo CD/Flux(GitOps) for declarative deployments.
  • Quality/Security:ESLint,Jest/PHPUnit,SonarQube,Trivy(images),Dependabot/Renovate.

Reference pipeline

  1. Install deps +cache(npm/pnpm/composer).
  2. Quality:lint,format,unit testsandcoverage.
  3. Security:SCA(deps),SAST(code),image scanif Docker.
  4. Build: artifact (zip) or taggedDocker image(app:1.2.3+sha).
  5. Stagingdeploy (auto) →e2e/smokechecks.
  6. Approval gate →productiondeploy (manual) +post‑deploy verification.

GitHub Actions example (Node)

GitLab CI example (Docker + Kubernetes)

Environments, secrets and security

  • Useenvironments(staging, preprod, prod) withURLsandaccess rules.
  • Prefer OIDC +cloud roles(AWS/GCP/Azure) over long‑lived keys; rotate secrets.
  • Enableapprovals,code owners,branch protectionand security scans.

Deployment strategies

  • Blue/Green: two environments; switch traffic after validation.
  • Canary: progressively shift traffic (1% → 100%).
  • Rolling: gradually replace pods/instances.
  • Feature flagsto decouple release from deploy.

Tools mentioned GitHub Actions, GitLab CI, Jenkins, Docker, Kubernetes, Argo CD/Flux, SonarQube, Trivy, Dependabot/Renovate.

CI/CDGitHub ActionsGitLab CI

About the author

O
Online Toolset TeamEditorial Team

The Online Toolset editorial team produces practical guides on web development, image optimization, productivity, and digital tools.

Web DevelopmentImage OptimizationDevOpsUI/UXProductivity