Team Management

Overview When I took over an operations team in 2021, I ran a simple audit: 12 people, 40 hours per week each, averaging 24 hours spent on manual ticket handling, service restarts, and disk space cleanup. That’s 60% toil. Of the remaining 16 hours, half went to status meetings. Actual engineering time: under 8 hours per week per person. Everyone was busy, but the system was still unstable. MTTR sat at 40 minutes, availability at 99....

Overview 3 AM. Your phone buzzes. P1 alert — order service 5xx error rate spiking. You drag yourself out of bed, fire up the laptop, pull logs, check Grafana, trace it to a saturated upstream database connection pool. Restart, scale up, recover. It’s 4:30 AM. The next morning, nursing dark circles in the standup, someone mentions that last night’s alert was actually a false positive. If you’ve worked in operations, you know this feeling....

Overview 3 AM. The core trading system is down. The on-call engineer frantically flips through the Runbook. The DBA says it’s not a database issue. The network team says the links are fine. The developers say nothing changed. Three teams point fingers at each other. Incident recovery drags on for 47 minutes. This is the reality of operations in many companies. The problem isn’t that people aren’t trying hard enough. The problem is there’s no engineering-driven reliability team to decompose the problem....