© 2026 Hashnode
Building Production-Grade AI Observability on Kubernetes Most AI teams are solving the wrong problem. Everyone is benchmarking models. Very few teams are benchmarking infrastructure. Production failur

The "Build It and They Won't Come" Problem Our platform team spent 6 months building an internal developer platform. Beautiful service catalog, automated provisioning, self-service databases. Nobody used it. Here's what we learned. Why Platforms Fail...

Everyone Has a Platform Now Platform engineering won. At least on paper. Nearly 90% of organizations now have some form of platform initiative. Kubernetes runs in 92% of container-using orgs. The average enterprise operates 6.3 clusters. KubeCon Amst...
