# Kubex: AI Driven Resource Optimization for Kubernetes, GPUs \& AI Workloads

> Kubex leverages AI\-driven analytics to help enterprises reduce costs, enhance efficiency \& ensure stability in complex, dynamic environments\.

Generated by Yoast SEO v27.4, this is an llms.txt file, meant for consumption by LLMs.

## Pages
- [From Visibility to Action: Closing the Gap Between FinOps and Real Cost Reduction](https://kubex.ai/kubex-and-tangoe-close-the-finops-and-cost-reduction-gap/)
- [Request a Trial](https://kubex.ai/product/trial/)
- [Automated Kubernetes Resource Optimization](https://kubex.ai/)
- [Cloud Resource Optimizer](https://kubex.ai/product/cloud-resource-optimizer/)
- [Solutions: SREs](https://kubex.ai/solutions/site-reliability-engineers/)

## Posts
- [Kubernetes GPU Resource Optimization: Top 10 Solutions in 2026](https://kubex.ai/blog/kubernetes-gpu-resource-optimization/)
- [AI Factories Will Be Won on Efficiency: Why the Kubex \+ Rafay Partnership Matters](https://kubex.ai/blog/ai-factories-will-be-won-on-efficiency-why-the-kubex-rafay-partnership-matters/)
- [Agentic AI at Scale: Building the Kubex Agentic AI Platform](https://kubex.ai/blog/agentic-ai-at-scale-building-the-kubex-agentic-ai-platform/)
- [GPU Fragmentation Is Killing AI Economics](https://kubex.ai/blog/gpu-fragmentation-is-killing-ai-economics/)
- [When ConfigMaps Hit Limits: Migrating to CRDs](https://kubex.ai/blog/when-configmaps-hit-limits-migrating-to-crds/): Designing Great Kubernetes APIs: 5 Lessons We Learned Migrating From ConfigMaps to CRDs

## Resources
- [AI\-Powered Kubernetes Optimization eBook](https://kubex.ai/resources/ai-powered-kubernetes-optimization-ebook/)
- [The Hidden Cost of Kubernetes eBook](https://kubex.ai/resources/the-hidden-cost-of-kubernetes-ebook/)
- [Automating Kubernetes Right\-Sizing in Real Time](https://kubex.ai/resources/video-automating-kubernetes-right-sizing-in-real-time/)
- [Make Autoscaling Boring By Improving How HPA, VPA \& Karpenter Make Decisions](https://kubex.ai/resources/video-autoscaling-improve-how-hpa-vpa-karpenter-make-decisions/)
- [Right\-Sizing GPUs in Kubernetes eBook](https://kubex.ai/resources/rightsizing-gpus-in-kubernetes-ebook/)

## Guides
- [Kubernetes Requests vs Limits: Best Practices \& Examples](https://kubex.ai/kubernetes-optimization/kubernetes-requests-vs-limits/)
- [Kubernetes Optimization: Best Practices \& Strategies](https://kubex.ai/kubernetes-optimization/)
- [TC – K8s Tools 00 – Pillar Page](https://kubex.ai/kubernetes-tools/)
- [OT – OpenShiftTutorial 07 – Article – Rancher vs Openshift](https://kubex.ai/openshift-tutorial/rancher-vs-openshift/)
- [TC – K8s Tools 10 – Kubeadm](https://kubex.ai/kubernetes-tools/kubeadm/)

## Optional
- [Sitemap index](https://kubex.ai/sitemap_index.xml)