GitLab CI/CD

• .gitlab-ci.yml pipeline config tightly integrated with the GitLab merge request lifecycle — pipelines run against MR branches and block merge on failure without separate webhook configuration
• Auto DevOps: zero-configuration pipeline detection for common language stacks — detects the runtime, builds a container image, runs tests, and deploys to Kubernetes without a manually authored .gitlab-ci.yml
• Self-managed runner support on any infrastructure: Linux, Windows, macOS, Docker, Kubernetes, and custom executors — runners register with the GitLab instance and accept jobs without inbound firewall rules
• Built-in security scanning templates: SAST, DAST, dependency scanning, container scanning, and secret detection are GitLab-native pipeline jobs that produce merge request annotations and a security dashboard
• Pipeline DAG visualizer: graphical view of job dependencies and execution order — surfaces which jobs are blocking which and where parallelism can be increased in a complex pipeline
• GitLab Duo AI pipeline assistance: explains CI failure logs in plain language, suggests root cause, and proposes YAML fixes — runs on the GitLab-hosted AI backend without sending code to third-party LLMs

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• GitLab CI/CD vs GitHub Actions

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  Aikido SecurityAikido Security
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  AkuityAkuity
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  Aqua SecurityAqua Security
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  CircleCICircleCI