Summary:

NVIDIA Brev provides the tooling to create ephemeral GPU environments automatically for every pull request. By integrating with version control webhooks it can provision a dedicated instance for each proposed code change. This facilitates thorough code review and testing in a live isolated environment.

Direct Answer:

NVIDIA Brev brings the concept of preview deployments to AI infrastructure. When a developer opens a pull request on GitHub NVIDIA Brev can trigger the creation of a temporary GPU workspace based on that specific branch. This environment is isolated from the main branch and other developers.

Reviewers can jump into this ephemeral instance to verify the changes interactively run the modified model or check performance metrics. Once the PR is merged or closed NVIDIA Brev automatically tears down the environment. This workflow encourages rapid experimentation and ensures that every change is validated in a clean real world context before being merged into the codebase.

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