Update continue on

release-notes/images/1_81/connect-to-codespace.mp4

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release-notes/images/1_81/continue-on-codespace.mp4

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release-notes/v1_81.md

@@ -106,6 +106,16 @@ While using the `/fix` command, it is now possible to enable iterative fixing wi
 
 ### Jupyter
 
+#### Connect to Jupyter server on Codespace and Continue On with uncommitted changes
+
+When working on Jupyter notebook on github.dev, you can now connect to Jupyter server running on a Codespace instance through the kernel picker.
+
+<video src="images/1_81/connect-to-codespace.mp4" autoplay loop controls muted title="Connect to Jupyter Server on Codespace"></video>
+
+You can switch to the underling Codespace instance by clicking on the "Continue on" button in the notebook toolbar, and it will carry over any uncommitted changes in the workspace to the Codespace instance.
+
+<video src="images/1_81/continue-on-codespace.mp4" autoplay loop controls muted title="Continue on Codespace"></video>
+
 ### GitHub Pull Requests and Issues
 
 There has been more progress on the [GitHub Pull Requests and Issues](https://marketplace.visualstudio.com/items?itemName=GitHub.vscode-pull-request-github) extension, which allows you to work on, create, and manage pull requests and issues.