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Download and install VS Code from here
Open terminal and check if you have Python 3 installed.
$ python3 --version
If you don't have Python 3 installed then run the following command.
$ sudo apt install python3
Wether you already had Python installed or not, you need to run the following command.
$ sudo apt install python3-distutils
After installing make sure the extension is enabled.
After that, the PlatformIO icon should show up on the left sidebar as well as an Home icon that redirects you to PlatformIO home.