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Visual editor plus YAML beats YAML alone for most review work.

Raw YAML only

  • Precise, portable, and review-friendly for experts.
  • Harder to see cross-stage timing and artifact flow at a glance.
  • Cycles and hidden-rule behavior often require mental simulation.

Pipeline Studio

  • Keeps raw YAML visible while exposing execution and artifact edges.
  • Makes rule filtering, stage grouping, and layout metadata explicit.
  • Adds local linting without requiring GitLab connectivity.