Lightlines
By nvidia

physical-ai-infrastructure-setup-and-resilient-scaling

nvidia2k installs

Set up resilient servers for synthetic AI data.

What it does

Builds and verifies a reproducible infrastructure environment for synthetic data workflows, with checks for scaling and failure recovery.

When to use it

Use for physical AI infrastructure setup, scaling, validation, or recovery, rather than standalone workload operations or log summaries.

How to use it

Give it an infrastructure setup or recovery request in a repository; it maintains reproducible configuration and scripts while deploying and verifying the selected environment.

What you provide

  • An existing project

Uses

Good to know

  • cannot be undone: AKS credentials; Kubernetes
  • acts without asking
  • sends a credential to a server: PRIMARY_KEY

Latest review

What you need · 9

Requires kubectl 1.31.0 or newer for the OSMO infrastructure paths.

Requires Helm 3.0.0 or newer for OSMO deployment.


Access · 7

This skill

AKS credentials

Write

Overwrites existing AKS credentials (irreversible)

Kubernetes

Write

Recreates existing model download jobs (irreversible)