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Two Adobe engineers present an open-source architecture that gives every team in a multi-tenant Kubernetes cluster self-service, isolated access to its metrics, while reducing stored series volume by approximately 97% in the typical case. The approach relies on Prometheus, kube-rbac-proxy, prom-label-proxy, and custom Kubernetes resources rather than creating a new monitoring platform.
Doron Grinstein argues that AI coding tools have lowered the cost of starting projects, but widened the gap between building a prototype and operating a secure, scalable service. Rather than abandoning cloud native practices, he calls for making them usable by agents and non-specialist developers through declarative interfaces and automated guardrails.