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?
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