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

# June 14, 2024

<Frame>
  <img src="https://mintcdn.com/slai-beam/vg5aTEbpFmupCYom/img/releases/changelog.jpg?fit=max&auto=format&n=vg5aTEbpFmupCYom&q=85&s=0cf0ed3311ba62ab53218b1fc709e19b" width="2400" height="1350" data-path="img/releases/changelog.jpg" />
</Frame>

## Self-Host Beam on Crusoe Cloud

You can self-host [Beta9](https://github.com/beam-cloud/beta9) (open-source Beam) on Crusoe Cloud. Crusoe is a leading GPU cloud provider, with good availability of A100 and H100s.

[Instructions for self-hosting Beta9 on Crusoe Cloud are here.](https://github.com/beam-cloud/beta9/tree/main/deploy/crusoe)

## Beam Secrets CLI

You can manage secrets directly in the CLI -- creating, updating, deleting, and all that good stuff.

<Frame>
  <img src="https://mintcdn.com/slai-beam/vg5aTEbpFmupCYom/img/releases/secrets.png?fit=max&auto=format&n=vg5aTEbpFmupCYom&q=85&s=8a4875ac484a9f5058b8c12bf5debd8d" width="1160" height="706" data-path="img/releases/secrets.png" />
</Frame>

[Learn more about using the Secrets CLI.](/v2/reference/cli#secret)

## Improved Workflow for Outputs

You can now return pre-signed URLs directly from outputs (no callbacks required).

This allows you to return outputs from endpoints, and it also minimizes the amount of code you need to write to retrieve your files.

<Frame>
  <img src="https://mintcdn.com/slai-beam/vg5aTEbpFmupCYom/img/releases/outputs.png?fit=max&auto=format&n=vg5aTEbpFmupCYom&q=85&s=1f21cb48f0efa97a04e89acccc1e7f9b" width="1092" height="706" data-path="img/releases/outputs.png" />
</Frame>

[Read more about the new workflow here.](/v2/reference/py-sdk#output)
