> ## Documentation Index
> Fetch the complete documentation index at: https://docs.wandb.ai/llms.txt
> Use this file to discover all available pages before exploring further.

# Can Launch automatically provision (and spin down) compute resources for me in the target environment?

This process depends on the environment. Resources provision in Amazon SageMaker and Vertex. In Kubernetes, autoscalers automatically adjust resources based on demand. Solution Architects at W\&B assist in configuring Kubernetes infrastructure to enable retries, autoscaling, and the use of spot instance node pools. For support, contact [support@wandb.com](mailto:support@wandb.com) or use your shared Slack channel.