observedness

the observedness of the metric improved after we added better logging and dashboards.

we increased observedness of the checkout flow by instrumenting key user events.

low observedness in production made the incident harder to diagnose.

the team prioritized observedness for critical services during the reliability push.

we measured observedness using coverage of traces, logs, and actionable alerts.

observedness gaps showed up immediately when traffic spiked and alerts stayed silent.

improving observedness reduced our mean time to recovery over the last quarter.

the audit highlighted observedness issues in data pipelines and scheduled jobs.

we set an observedness baseline before the migration to avoid flying blind.

high observedness helped us pinpoint the bottleneck within minutes.

observedness depends on consistent naming, sampling, and reliable context propagation.

we improved observedness by adding health checks and tightening alert thresholds.