diff --git a/.travis.yml b/.travis.yml
index 941667d6ad149c703fccbe7877e1e8108719dfc1..399bae4a4f79d27c316c4dc0a476e3e69cfd0e12 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -1,14 +1,15 @@
 language: python
 matrix:
   include:
-    - python: 2.6
-    - python: 2.7
-      env:
-        - secure: bCrXmS1k8aIOE8Ba6XuHyjUoQQPpYEC8kpTcMi9pNhyXRQyGEPLp85VgyfXga2Oxb73QcW1aW4AxGUxiR1OZjB4rBmKK2uKij2G2qq9uhcXkDqCzqqxslhtm3o8cxHEFNJWRhuSVVjS0m0RvaFuGRicdz7QdyHCLl29+Gqdkacs=
-        - secure: W81QkyB8I87JT6kqaW/eBYBngbtcpHXWXIQsBkjy06Z8V9gUGbUD5oWwCn6NKQ1hE1ZR/qELxsTtrfgvfiegCW9wci4qZzatq34DWvzKK20jacqn9hs0BnXCyI/+iQRf6vam1KAnvc4qmWzF/CfsuZqCku8TtU5ZtKk05D/K//0=
-    - python: 3.2
-    - python: 3.3
-    - python: 3.4
+  - python: 2.6
+  - python: 2.7
+    env:
+    - secure: bCrXmS1k8aIOE8Ba6XuHyjUoQQPpYEC8kpTcMi9pNhyXRQyGEPLp85VgyfXga2Oxb73QcW1aW4AxGUxiR1OZjB4rBmKK2uKij2G2qq9uhcXkDqCzqqxslhtm3o8cxHEFNJWRhuSVVjS0m0RvaFuGRicdz7QdyHCLl29+Gqdkacs=
+    - secure: W81QkyB8I87JT6kqaW/eBYBngbtcpHXWXIQsBkjy06Z8V9gUGbUD5oWwCn6NKQ1hE1ZR/qELxsTtrfgvfiegCW9wci4qZzatq34DWvzKK20jacqn9hs0BnXCyI/+iQRf6vam1KAnvc4qmWzF/CfsuZqCku8TtU5ZtKk05D/K//0=
+    - BOB_DOCUMENTATION_SERVER=https://www.idiap.ch/software/bob/docs/latest/bioidiap/%s/master
+  - python: 3.2
+  - python: 3.3
+  - python: 3.4
 before_install:
 - sudo add-apt-repository -y ppa:biometrics/bob
 - sudo apt-get update -qq
diff --git a/README.rst b/README.rst
index 80add3c4ab16792aff185377594d5261afcb6746..fb11152c0a30fd46a9ab95f735d923713cbb9d2e 100644
--- a/README.rst
+++ b/README.rst
@@ -2,14 +2,14 @@
 .. Andre Anjos <andre.anjos@idiap.ch>
 .. Thu 30 Jan 08:46:53 2014 CET
 
-.. image:: https://travis-ci.org/bioidiap/bob.extension.svg?branch=master
-   :target: https://travis-ci.org/bioidiap/bob.extension
+.. image:: http://img.shields.io/badge/docs-stable-yellow.png
+   :target: http://pythonhosted.org/bob.extension/index.html
 .. image:: http://img.shields.io/badge/docs-latest-orange.png
    :target: https://www.idiap.ch/software/bob/docs/latest/bioidiap/bob.extension/master/index.html
+.. image:: https://travis-ci.org/bioidiap/bob.extension.svg?branch=master
+   :target: https://travis-ci.org/bioidiap/bob.extension
 .. image:: https://coveralls.io/repos/bioidiap/bob.extension/badge.png
    :target: https://coveralls.io/r/bioidiap/bob.extension
-.. image:: http://img.shields.io/github/tag/bioidiap/bob.extension.png
-   :target: https://github.com/bioidiap/bob.extension
 .. image:: http://img.shields.io/pypi/v/bob.extension.png
    :target: https://pypi.python.org/pypi/bob.extension
 .. image:: http://img.shields.io/pypi/dm/bob.extension.png
@@ -21,13 +21,16 @@
 
 This package is part of the signal-processing and machine learning toolbox Bob_.
 It provides a simple mechanism for using Bob_, or extending Bob_ by building packages using either a pure Python API, or even a mix of C++ and python.
-Further documentation on this package can be found `here <https://www.idiap.ch/software/bob/docs/latest/bioidiap/bob.extension/master/index.html>`_.
 
 Installation
 ------------
 To install this package -- alone or together with other `Packages of Bob <https://github.com/idiap/bob/wiki/Packages>`_ -- please read the `Installation Instructions <https://github.com/idiap/bob/wiki/Installation>`_.
-For Bob_ to be able to work properly, some dependent packages mus be installed.
+For Bob_ to be able to work properly, some dependent packages are required to be installed.
 Please make sure that you have read the `Dependencies <https://github.com/idiap/bob/wiki/Dependencies>`_ for your operating system.
 
+Documentation
+-------------
+For further documentation on this package, please read the `Stable Version <http://pythonhosted.org/bob.extension/index.html>`_ or the `Latest Version <https://www.idiap.ch/software/bob/docs/latest/bioidiap/bob.extension/master/index.html>`_ of the documentation.
+For a list of tutorials on this or the other packages ob Bob_, or information on submitting issues, asking questions and starting discussions, please visit its website.
 
 .. _bob: https://www.idiap.ch/software/bob
diff --git a/doc/guide.rst b/doc/guide.rst
index 37a3646cbdb68341de65c3acc0e4a6680b609070..679ec6de71c0151aacdddd824a29d20667945c76 100644
--- a/doc/guide.rst
+++ b/doc/guide.rst
@@ -448,7 +448,7 @@ More detailed information are given `here <http://pythonhosted.org/an_example_py
 2. Create and upload the documentation, following the instructions `here <https://pypi.python.org/pypi/Sphinx-PyPI-upload>`__::
 
     $ ./bin/python setup.py build_sphinx --source-dir=doc --build-dir=build/doc --all-files
-    $ ./bin/python setup.py upload_sphinx --upload-dir=build/doc/html
+    $ ./bin/python setup.py upload_docs --upload-dir=build/doc/html
 
 The link to the documentation will automatically be added to the PyPI page of your package.
 Usually it is a good idea to check the documentation after building and before uploading.
diff --git a/setup.py b/setup.py
index 796350354a82da70058fe8abbe7ec553b93cb722..db40006d87423b4937ced00f6cea5ed9f59eebf5 100644
--- a/setup.py
+++ b/setup.py
@@ -12,7 +12,7 @@ setup(
 
     name="bob.extension",
     version="2.0.0a0",
-    description="Helps projects building Python/C++ extensions for Bob",
+    description="Building of Python/C++ extensions for Bob",
     url='http://github.com/bioidiap/bob.extension',
     license="BSD",
     author='Andre Anjos',
@@ -25,11 +25,11 @@ setup(
 
     namespace_packages=[
       "bob",
-      ],
+    ],
 
     install_requires=[
       'setuptools',
-      ],
+    ],
 
     classifiers = [
       'Framework :: Bob',
@@ -40,6 +40,6 @@ setup(
       'Programming Language :: Python',
       'Programming Language :: Python :: 3',
       'Topic :: Software Development :: Libraries :: Python Modules',
-      ],
+    ],
 
-    )
+)