- Intermediate
- Observability
Where it shows up in real systems
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Metrics
The four golden signals tell you something is wrong before users do. Without metrics, failures are only noticed when customers complain, which multiplies recovery time.
In production: Prometheus, Datadog, Amazon CloudWatch, Grafana Mimir
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Alerting and on-call
Alerts need metrics to watch. Together they cut the time to detect and repair a failure from close to an hour to a few minutes.
In production: PagerDuty, Opsgenie, Grafana OnCall, Prometheus Alertmanager
See it break, then fix it
Build an architecture, send it a day of traffic and outages, and learn why it holds or fails. Free to start.