In two weeks, we deploy OpenTelemetry collectors and a Grafana, Loki, Tempo stack that streams logs, metrics, and distributed traces into one panel. We patch your logger to inject a trace ID, so a 500 error in logs links to the full request trace across microservices.
Engineers can replay can’t-reproduce production bugs step by step, pinpoint the slow database call or nil pointer, and ship a fix before customers even refresh. We top it off with SLA alerts for latency and error rate routed to Slack or PagerDuty, so ops reacts before SLAs breach.