Kubernetes

Standard Prometheus alerts are great for capacity planning, but they are too slow to catch crash logs in high-churn Kubernetes environments. Here is why and how I built Kivert to solve it.

Init containers seem simple: they run in order, they finish, and your app starts. But in production, resource shadowing, restart loops, and silent deadlocks can easily trigger an on-call page.