Platform engineers migrating CI/CD pipelines from Jenkins, CircleCI, or GitHub Actions to GitLab CI need to translate existing pipeline definitions into idiomatic GitLab CI YAML — preserving all stages, caching strategies, parallelisation patterns, and secret injection patterns — while taking advantage of GitLab-native features like DAG pipelines, parent-child pipelines, and component-based includes.
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