A platform team stopped firefighting at 2am
The problem
A growing engineering team was being woken up every time their Kubernetes cluster had a hiccup. Nobody was sleeping, and small issues kept escalating into full outages.
What we did
We set up automated monitoring with an AI assistant that spots problems, diagnoses them, and recommends fixes — or safely fixes them itself. On-call pages dropped dramatically, and small issues stopped becoming big ones.