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Nvidia just open-sourced part of its AI factory software: NVKE and NVKR, both under Apache 2.0 on GitHub. See what each one does, how to try them on a single machine without a GPU, and the catch you need to know before using them.
00:00 Intro – Nvidia open-sources its AI infrastructure
00:17 What Nvidia Released – NVKE and NVKR at KubeCon
00:42 What Is an AI Factory? – Kubernetes explained
01:06 The Problem – Why GPU clusters are hard
01:20 NVKE Explained – Runs Kubernetes clusters
02:02 NVKE Security – TPM, SPIFFE and SPIRE
02:19 Standard Kubernetes – CNCF certified, no lock-in
03:07 Telemetry & GPU Fault Handling – Auto-replace bad nodes
03:23 NVKR Explained – Reproducible builds with recipes
03:45 SBOM & Signed Releases – Verify before you use
04:01 Use Them Together or Separately
04:08 The Catch – Public preview, not for production
04:24 Other Limits – What NVKE doesn’t do
04:38 How to Try It – Local quick start, no GPU needed
05:11 Why It Matters – The software layer behind AI factories
05:29 Partners – Firmus, SK Telecom, Mirantis and more
05:48 More Nvidia Open Source – OpenShell, Snapshot, KAI Scheduler
06:51 Big Picture – What developers and teams should do
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Nvidia just open-sourced part of its AI factory software: NVKE and NVKR, both under Apache 2.0 on GitHub. See what each one does, how to try them on a single machine without a GPU, and the catch you need to know before using them.
00:00 Intro – Nvidia open-sources its AI infrastructure
00:17 What Nvidia Released – NVKE and NVKR at KubeCon
00:42 What Is an AI Factory? – Kubernetes explained
01:06 The Problem – Why GPU clusters are hard
01:20 NVKE Explained – Runs Kubernetes clusters
02:02 NVKE Security – TPM, SPIFFE and SPIRE
02:19 Standard Kubernetes – CNCF certified, no lock-in
03:07 Telemetry & GPU Fault Handling – Auto-replace bad nodes
03:23 NVKR Explained – Reproducible builds with recipes
03:45 SBOM & Signed Releases – Verify before you use
04:01 Use Them Together or Separately
04:08 The Catch – Public preview, not for production
04:24 Other Limits – What NVKE doesn’t do
04:38 How to Try It – Local quick start, no GPU needed
05:11 Why It Matters – The software layer behind AI factories
05:29 Partners – Firmus, SK Telecom, Mirantis and more
05:48 More Nvidia Open Source – OpenShell, Snapshot, KAI Scheduler
06:51 Big Picture – What developers and teams should do