Slide 3 of 5

Why Grafana as code

The problem with manual processes

Your team has 30 dashboards across staging and production. Someone tweaks a threshold in production on Friday afternoon, and by Monday no one remembers what changed or why. That’s dashboard drift: live dashboards silently diverging from their intended state. Manual dashboard management creates three recurring problems like this that grow worse as your team scales.

ProblemWhat happens
dashboard driftAnyone with edit access can change a dashboard in the UI with no review, so the live version diverges from what you intended
DuplicationTeams copy dashboards instead of sharing one source; fixes don’t propagate
No audit trailYou can’t answer “who changed what, when, and why” at scale

How as code solves this

Managing dashboards as code means keeping dashboard definitions in version-controlled files instead of only in the UI. You gain:

  • Version control. Every change is a Git commit with context.
  • Code review. Pull requests catch mistakes before they reach production.
  • Automation. A CI/CD pipeline can regenerate files so what’s in the repo stays the source of truth.
  • Recovery. You can restore a known-good version from Git after a bad edit or accidental delete.
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