Modern QA2026The Big Four Platforms
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1.3The Big Four Platforms

As of 2026, most teams use one of four CI/CD platforms. Each has its own configuration format and hosting model, but they all share the same core concepts: triggers, jobs, steps, environment variables, secrets, and artifacts.

Platform Config Format Hosted/Self-Hosted Strengths Limitations
GitHub Actions YAML (.github/workflows/) Hosted (+ self-hosted runners) Native GitHub integration, marketplace of actions, generous free tier Debugging workflows can be slow (push-and-pray)
GitLab CI YAML (.gitlab-ci.yml) Both Built-in container registry, review apps, strong DevSecOps features YAML complexity grows quickly
Jenkins Groovy (Jenkinsfile) Self-hosted Maximum flexibility, massive plugin ecosystem Maintenance burden, UI feels dated
CircleCI YAML (.circleci/config.yml) Hosted Fast execution, excellent caching, orbs for reuse Cost scales with parallelism