I was ready to throw it away, I opened it up and didn't find anything wrong with it. After a quick Google Search, turns out Apple fucked up their users (again) and locked this drive to only one laptop : the MacBook Air.
Bellow is the tweak (found online) to make it usable on Linux
# Debian/linux only - Linux SCSI generic driver
sudo apt install sg3-utils -y