docs: Updates system setup

Author: jrcastro2

docs/getting-started/development-environment.rst

@@ -20,16 +20,17 @@ System setup
 We support development on macOS and Linux-based systems (development on Windows
 is not supported).
 
-macOS
-~~~~~
+macOS/Linux
+~~~~~~~~~~~
 We recommend that you install libraries and tools using the
 `Homebrew <https://brew.sh>`_ package manager. Homebrew allows you to install
-two types of packages - cask and normal.
+two types of packages - cask and normal. Cask packages are **only** supported
+on **macOS**.
 
 **Cask packages**
 
 Cask packages are usually UI applications that end up in your Applications
-folder. You can install cask packages using the command:
+folder. You can install cask packages in macOS using the command:
 
 .. code-block:: console
 
@@ -48,6 +49,11 @@ Here are some recommended cask packages (only ``docker`` is required):
     spectacle             # organise windows with keyboard shortcuts
     visual-studio-code    # a text editor used by many Invenio developers
 
+If you are on Linux you will need to install them using the native package manager.
+To install docker and docker-compose in linux you can follow the nice documentation from 
+`docker <https://docs.docker.com/engine/install/ubuntu/>`_, there you can see the guide
+for Ubuntu, but many other distros are supported.
+
 **Normal packages**
 
 Normal packages are usually command line tools/libraries that end up in
@@ -58,6 +64,20 @@ using the command:
 
     $ brew install <packages>
 
+If you are on linux you can use the native package manager instead of Homebrew.
+
+If using centOS:
+
+.. code-block:: console
+
+    $ yum install <packages>
+
+If using Ubuntu:
+
+.. code-block:: console
+
+    $ sudo apt-get install <packages>
+
 The following packages are libraries that are likely to be needed during
 Invenio development in order to install certain Python packages:
 
@@ -80,6 +100,21 @@ Invenio development in order to install certain Python packages:
     xz
     zlib
 
+In linux distros you need this additional package (to be installed with the
+native package manager).
+
+If using CentOS:
+
+.. code-block:: console
+
+    $ yum install libffi-devel
+
+If using Ubuntu:
+
+.. code-block:: console
+
+    $ sudo apt-get install libffi-dev
+
 Following are CLI tools that are useful during development:
 
 .. code-block:: console
@@ -175,11 +210,6 @@ See https://docs.docker.com/docker-for-mac/#resources.
 A typical sign of needed more resources, is that services are not running or
 images are having problems building.
 
-Linux
-~~~~~
-
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