engineering leadership

engineering leadership

engineering leadership
August 12, 2026

The Observability Paradox: Why Your Monitoring Bill Keeps Growing While MTTR Doesn't Improve

It’s 2:47 AM. Your phone lights up. PagerDuty, Opsgenie, Slack — take your pick. A checkout service is throwing 500s and revenue is bleeding in real time. You open the observability platform your company pays six figures a year for. Dashboards everywhere. Seventy open panels. Three different tools for logs, metrics, and traces that don’t talk to each other. Forty minutes later, you’re still trying to figure out which of the 40 microservices actually started the chain reaction.