We've released autoscaling for model serving and deployments.

To get more details on autoscaling we invite you to checkout the blogpost and read the docs!

We've released a new utilization dashboard to make it easy to keep track of your monthly spend in Paperspace!

This is an easy way to see how much you're spending on Paperspace month over month. 

To access the new dashboard, just go to Profile > Billing > Utilization.

Secrets have just landed in Gradient to store API keys, SSH keys, S3 credentials ... and any other kind of secure text that you need to keep scoped locally to give you and your team secure access to outside resources.

Check out the blogpost or read the docs to learn more!

Managed private clusters have launched on Gradient!

You can now set up a managed private cluster for your machine learning team in the web console or on the command line.

Read the full blogpost here.

You'll see a few new options under "Workspaces" that enable you to pull down data (eg from a Git repository) when creating a new notebook.  Check out the docs to learn more. 

We heard from our community over the years that having more visibility and control of compute spend was a high-priority.  Today, we added the instance cost to the dropdown of the start notebook menu.  We have several projects lined-up that will contribute to this effort of increasing transparency. Stay tuned!

The console just got much faster. You'll notice up to 40% speed improvements across the app -- from notebooks to machines to settings and everything in between!

The Gradient code viewer now features a visual diff tool!

With this tool you'll be able to compare files, directories, and projects in Gradient. 

Read the update to learn more.

If you look in the user menu in the console, you should now see a Hotkeys option! This option will reveal a modal with all the new keyboard shortcuts now available for use in the Paperspace console. 

To access the menu, click you user icon in the top left and then the hotkeys button:

These hotkeys cover all the different views available from the Paperspace console -- from Notebooks, to Jobs, to Projects, to Machines, and more!

We hope you enjoy this new super easy way to switch contexts in the Paperspace console.

Tags are a new feature that allow you to give customized organizational structure to your team's Projects, Experiments, Notebooks, Jobs, Models, and Deployments.

Tags are extremely helpful as your library of entities grows. Use them to quickly locate resources, identify bottlenecks, and plan future releases.