CI/CD

CI/CD troubleshooting practice with scenarios

Recover pipelines and deployments under real incident pressure.

Practice CI/CD incident response with broken pipelines, failed deploys, and rollback workflows.

  • Pipeline failures
  • Deploy regressions
  • Live terminals
  • Timed recovery

Tutorials

  • Step-by-step guides
  • No production context
  • No time pressure
  • Low realism

Deadnodes labs

  • Live pipeline incidents
  • Production-like failures
  • Timed recovery
  • Root-cause focus

Practice on a broken stand

Diagnose pipeline failures and restore healthy deployments.

  • Rollback strategy
  • Artifact issues
  • Dependency failures

Use the result for interviews or training

Measure real incident response skills in CI/CD workflows.

  • Training
  • Assessments
  • Team drills

Let AI point to the next skill gap

Launch a CI/CD scenario in minutes.

  • No setup
  • Browser-based