Initial Requirements
Basic stuff we need :
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Install a operating system in each of the nodes
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Arrange a ssh connection for the nodes
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Prearrange the nodes for K3s installation
Installing the OS and arrange an ssh connection to the nodes
Attention: the kubernetes flavor I am going to play with is k3s. After many tests with previous versions of the project, I have come to the conclusion that the best OS version for this is Bullseye. This particular OS variant doesn’t include a desktop environment, thus, SSH will be our primary method for node installation.

Before you flash the OS onto the SD Card, it’s crucial to configure the node name and login details for each node.

Information and procedure can be followed on the Raspberry Pi official page (link below), simply keep in mind:
# We have to install version 64bits lite (no desktop necessary) `
# We have to activate ssh connection
# Important:Tested diverse versions of SO, Debian bullseye seem to be the most suitable
Config static IP for Pi
By default, Pi OS will use DHCP to receive random Ip from the router, so to ensure the stable connectivity between the node We will config the status IP for each node by using the following steps.
# Open the file dhcpcd.conf
sudo nano /etc/dhcpcd.conf
# update the below parameters according to your router ip-address.
interface eth0
static ip_address=192.168.1.85/24
static routers=192.168.1.254
# select control + X and save the changes.