Kubernetes Was Never Meant for LLMs - So Why Are We Doing It Anyway?
In 2023, Kubernetes became the go-to platform for everything.
In 2024, we started asking it to serve Large Language Models (LLMs).
And in 2025, it’s starting to buckle under the weight.
Because let’s face it:
Kubernetes wasn’t designed to schedule 350GB models across eight GPUs with 400MB/s read speeds from a PVC.
But we’re doing it anyway.
Why?
Keep reading with a 7-day free trial
Subscribe to Kubenatives Newsletter to keep reading this post and get 7 days of free access to the full post archives.