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Hands-on comparison against a deliberately broken cluster, with real outputs and failure-mode differences. Practical for deciding where AI Kubernetes tools fit: scanner, agent framework, or natural-language kubectl layer.

https://decodeops.substack.com/p/k8sgpt-vs-kagent-vs-kubectl-ai-what
Substack K8sGPT vs Kagent vs Kubectl-AI: What Each Actually Does Install K8sGPT, Kagent, and kubectl-ai. Run all three against a broken Kubernetes cluster. Real output, real comparison, honest verdict on which one to keep.
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