बरेच साधने CI/CD पाइपलाइन लागू करतात — GitHub Actions, GitLab CI/CD, Jenkins, CircleCI, आणि इतर. ते कोड बिल्ड, टेस्ट आणि डिप्लॉय करण्यास स्वयंचलित करतात. लँडस्केप समजून घेणे आणि त्यांचे कॉन्फिगरेशन कसे केले जाते हे व्यावहारिक ज्ञान आहे.
सामान्य CI/CD साधने
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GITHUB ACTIONS → CI/CD built into GitHub; YAML workflows in the repo; huge marketplace
of reusable actions; popular for GitHub-hosted projects (easy, integrated)
GITLAB CI/CD → built into GitLab; .gitlab-ci.yml; integrated with GitLab's DevOps platform
JENKINS → the classic, self-hosted, highly-extensible (plugins) automation server;
flexible/powerful but more setup/maintenance
CIRCLECI, TRAVIS CI → cloud-based CI/CD services
AZURE DEVOPS, AWS CodePipeline, Google Cloud Build → cloud-provider CI/CD
ArgoCD, Flux → GitOps continuous deployment for Kubernetes