405 — Observability as Code

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Learn to version-control all monitoring configuration — Grafana dashboards, Prometheus rules, Alertmanager routing, and OTel Collector pipelines — using GitOps workflows and Terraform.

Learning Objectives

1
Version-control all monitoring configuration
2
Provision Grafana dashboards and datasources as code
3
Validate monitoring config in CI pipelines
4
Apply GitOps workflows to observability
Step 1

Why version-control monitoring config

Understand why treating monitoring configuration as code is essential for reliable, auditable, and reproducible observability infrastructure.

Commands to Run

cat <<'EOF'
=== WHY OBSERVABILITY AS CODE? ===

WITHOUT version control:
  ✗ Dashboard edited in UI → no history of who changed what
  ✗ Alert rule tweaked manually → another engineer reverts it unknowingly
  ✗ Grafana database corrupted → all dashboards lost
  ✗ New environment → manually recreate everything from scratch

WITH version control:
  ✓ Full audit trail: who changed what alert rule and why
  ✓ Code review: alert changes reviewed before deployment
  ✓ Rollback: revert a bad dashboard change with git revert
  ✓ Reproducible: spin up identical monitoring in new environments
  ✓ CI validation: catch config errors before they reach production

CONFIG FILES TO VERSION CONTROL:
  monitoring/
    grafana/
      provisioning/datasources/datasources.yml
      provisioning/dashboards/provider.yml
      dashboards/*.json
    prometheus/
      prometheus.yml
      rules/*.yml
    alertmanager/
      alertmanager.yml
    otel-collector/
      config.yml
EOF

What This Does

Every outage caused by a monitoring misconfiguration — a silenced alert, a deleted dashboard, a broken recording rule — could have been prevented with version-controlled config and code review. The investment in setting up observability as code pays for itself the first time you need to recover from a Grafana database loss or debug why an alert stopped firing.

Expected Outcome

You see the problems with manual monitoring config and the benefits of version control, plus the directory structure for a monitoring-as-code repository.

Pro Tips

  • 1
    Start small: version-control your alert rules first, then dashboards, then everything else
  • 2
    Use a dedicated monitoring repository or a monitoring/ directory in your infrastructure repo
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