# December 6th - Smarter Workflow

### New AI Workflow

* Code suggestions are no longer added directly to your notebook.
* You can now review suggestions and use the **Apply** button to preview, accept, or reject changes.
* Applied but unapproved suggestions are automatically cleaned up before new messages are sent to Mito AI.

### Fix for Unserializable Objects

* A behind-the-scenes update improves how Mito AI processes messy data, ensuring better compatibility with your datasets.

### UI Changes

* Messages from the AI are no longer editable. 
* Updated styling for the Smart Debug button. 
* Enhanced markdown styling. 
* New support icon.