# Kubernetes

URL: https://donedeploy.com/technologies/kubernetes/

[!AI · September 7, 2026GPU Nodes on Kubernetes Without Wasting MoneyNode pools, MIG, time-slicing, scale to zero and spot instances: practical ways to keep Kubernetes GPU costs under control for AI workloads.](https://donedeploy.com/gpu-nodes-kubernetes/)[!AI · August 27, 2026vLLM vs Ollama vs TGI: Choosing an Inference ServerHow vLLM, Ollama and Hugging Face TGI differ in throughput, hardware support and operations, and which one fits your workload.](https://donedeploy.com/vllm-ollama-tgi/)

Questions

## Kubernetes: frequently asked

Do we need Kubernetes?

Only if the operational benefits outweigh the effort. For a small number of services, Amazon ECS, Cloud Run or a well-managed VM is often simpler; we recommend what fits.

Managed Kubernetes or self-managed?

Managed services such as EKS, GKE and AKS take the control plane off your hands and suit most teams. Self-managed makes sense on your own hardware or with special requirements.

Running Kubernetes, or deciding whether to? Tell us what you have; the first consultation is free.

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