To answer the "Why not just use GitLab YAML?" question—here is the TL;DR:
GitLab is an execution engine (it runs jobs). GraphFlow is a decision engine (it decides if a release is safe).
Here is why larger teams need that separate layer:
-Centralized Rules: Instead of updating gitlab-ci.yml in 100 different repos to enforce a new security check, you manage the policy in one place.
-Blast Radius: If a pipeline fails, GitLab just shows a red "X". GraphFlow calculates the critical path to tell you if production is actually blocked, or if it was just a minor doc check.
-Multi-Tool Unification: Most big teams don't just use GitLab. GraphFlow acts as a single source of truth across GitLab, ArgoCD, and external security scanners.
-Painless Audits: It automatically captures the exact reasons a gate opened or closed, giving you instant SOC 2 / PCI evidence without digging through raw job logs.
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