Auto-Generated Coherent Observability

Learn how to eliminate observability breakdowns caused by typos, metric name changes, and silent alert failures in this conference talk from CNCF. Discover how organic growth in Prometheus environments has created brittle observability systems where manual updates are error-prone and dashboards unexpectedly stop working. Explore Weaver, a code generator originally designed for OpenTelemetry Semantic Conventions adoption, and understand how it can bring cohesion to your entire observability stack regardless of whether you use Prometheus or OpenTelemetry SDKs, Prometheus or OTel-Collector for metrics collection, or Grafana or Perses for dashboarding. Gain insights into creating more resilient observability infrastructure that reduces manual intervention and prevents common monitoring failures that plague production environments.