Atlassian migrated its metrics pipeline from gostatsd to OpenTelemetry to support industry standards and unified observability. The team preserved the StatsD interface for services while rebuilding the backend infrastructure in stages using purpose-built OTel Collector distributions, avoiding org-wide disruption and reducing sidecar CPU costs by ~30%.