There are two options to go into fullscreen mode.
1) Gnome keyboard shortcut
If you use F11 you go into fullscreen mode without tabs with almost any app.
2) Custom (elementary OS) shortcut for Toggle Fullscreen
The other option has tabs, but in order to achieve it you have to configure a shortcut via
System Settings > Keyboard > Shortcuts > Windows > ...