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Building an AI factory on Kubernetes for multi-team GPU sharing

2026-08-27 20:52 UTC · CNCF Blog · read the source ↗ #kubernetes#ai-ml#platform-engineering
  • Platform/SRE — Learn: Describes a multi-tenant GPU pooling architecture on Kubernetes for concurrent AI workloads; useful design reference if the org is evaluating shared GPU infrastructure, but no GA tooling or deadline makes this actionable today.
  • CI/CD — Skip
  • Leader — Learn: Offers a mental model for AI infrastructure as a shared organizational capability; relevant if evaluating whether to build a centralized GPU platform versus per-team provisioning.
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