Keyboard Shortcuts

MLOps Desktop supports keyboard shortcuts for common actions. Learn these to speed up your workflow.

Canvas Navigation

Shortcut	Action
Scroll or Two-finger drag	Pan the canvas
Pinch or Cmd + Scroll	Zoom in/out
Cmd + 0	Reset zoom to 100%
Cmd + 1	Fit all nodes in view

Node Operations

Shortcut	Action
Click	Select node
Cmd + Click	Add to selection
Drag selection box	Select multiple nodes
Cmd + A	Select all nodes
Delete or Backspace	Delete selected nodes
Cmd + D	Duplicate selected nodes
Escape	Deselect all

Pipeline Operations

Shortcut	Action
Cmd + Enter	Run pipeline
Cmd + .	Stop running pipeline
Cmd + S	Save pipeline
Cmd + O	Open/load pipeline
Cmd + N	New pipeline

Editor Shortcuts (Script Node)

When editing code in a Script node, standard Monaco Editor shortcuts apply:

Basic Editing

Shortcut	Action
Cmd + Z	Undo
Cmd + Shift + Z	Redo
Cmd + X	Cut line
Cmd + C	Copy
Cmd + V	Paste
Cmd + D	Select next occurrence
Cmd + Shift + L	Select all occurrences

Navigation

Shortcut	Action
Cmd + G	Go to line
Cmd + P	Quick open
Cmd + Shift + O	Go to symbol
Cmd + Home	Go to start
Cmd + End	Go to end
Cmd + ↑/↓	Scroll up/down

Code Editing

Shortcut	Action
Tab	Indent
Shift + Tab	Outdent
Cmd + /	Toggle line comment
Cmd + Shift + /	Toggle block comment
Cmd + Shift + K	Delete line
Alt + ↑/↓	Move line up/down
Alt + Shift + ↑/↓	Duplicate line up/down
Cmd + Enter	Insert line below
Cmd + Shift + Enter	Insert line above

Multi-Cursor

Shortcut	Action
Alt + Click	Add cursor
Cmd + Alt + ↑/↓	Add cursor above/below
Cmd + D	Add selection to next match

Window Controls

Shortcut	Action
Cmd + ,	Open settings
Cmd + Q	Quit application
Cmd + M	Minimize window
Cmd + W	Close window

Panel Shortcuts

Shortcut	Action
Cmd + B	Toggle sidebar
Cmd + J	Toggle output panel
Cmd + Shift + E	Focus properties panel

Tips

Tip

Muscle memory: Start with the essentials—Cmd + Enter (run), Cmd + S (save), and Delete (remove nodes)—then gradually learn more.

Speed Run Workflow

1. Cmd + N — New pipeline
2. Add nodes with toolbar
3. Configure in properties panel
4. Cmd + Enter — Run
5. Cmd + S — Save when satisfied

Editing Multiple Nodes

1. Cmd + A — Select all
2. Drag to reposition
3. Delete — Clear canvas
4. Or Cmd + Click to select specific nodes

Customizing Shortcuts

Note

Custom keyboard shortcuts are coming in a future release. For now, the default shortcuts cannot be changed.

Platform Notes

All shortcuts use the Cmd key on macOS. On future Windows/Linux releases, Cmd will be replaced with Ctrl.

macOS	Windows/Linux
Cmd	Ctrl
Option	Alt
Delete	Backspace