Manipulate the UEFI Boot Manager (the Bootoptions). More information: https://manned.org/efibootmgr.
efibootmgr
efibootmgr -v
sudo efibootmgr -c -d {{/dev/sda1}} -l {{\EFI\tools\Shell.efi}} -L "{{UEFI Shell}}"
sudo efibootmgr -o {{0002,0008,0001,0005}}
sudo efibootmgr -b {{0008}} --delete-bootnum