You can set the default with ctrl + enter, then set the timeout to 0. But always good to have a boot stick with an EFI that has the picker enabled.
Thanks for the reply guys.
Timeout 0 where should I set it? From the config file?
Misc -> Boot
Set ShowPicker to false and it'll auto boot to the default device.