I decided to remove the Shelly Plus devices and replace by older HTTP-GET'able Shellys.
I just wanted to buy some more "good" old Shelly 1 with proper HTTP-GET authentication but they seem to be sold out on Amazon! I really can't understand why Shelly's product managers are destroying that use case!