The interesting shift isn't simply:
“AI is coming to DevOps.”
It's broader:
Infrastructure itself is being redesigned around AI workloads.
Kubernetes is evolving to handle specialized resources and increasingly complex workloads. Kubeflow is providing a Kubernetes-native foundation for AI/ML operations. Karmada is addressing multi-cluster and multi-cloud orchestration.
So perhaps the next DevOps question isn't:
“Do I need to learn AI?”
It's:
“How does AI change the infrastructure I already manage?”
That's where things get interesting. 🚀
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