diff --git a/CONTRIBUTING.rst b/CONTRIBUTING.rst
index 7b15f8d5531..79bd8f77b5b 100644
--- a/CONTRIBUTING.rst
+++ b/CONTRIBUTING.rst
@@ -236,3 +236,65 @@ Merging a Pull Request
 If you're reviewing a pull request for CKAN, when merging a branch into master:
 
 - Use the ``--no-ff`` option in the ``git merge`` command,
+
+
+--------------------------
+Upgrading the dependencies
+--------------------------
+
+CKAN's dependencies are pinned to specific versions, so we can guarantee that
+no matter when you install it, you'll always get the same dependencies'
+versions our code was tested with.
+
+We couldn't simply leave everything in our requirements.txt file, though.
+Sometimes, we discover that one dependency releases a new version that's
+incompatible with CKAN, so we need a way to enforce that we won't upgrade it
+unexpectedly in the future. We also split between dev and non-dev requirements,
+so production servers don't need to install dependencies only used for testing,
+for example.
+
+Our dependencies are split in 3 files: ``requirements.in``,
+``requirements.txt``, and ``dev-requirements.txt``.
+
+requirements.in
+  Contains our direct dependencies (i.e. not our dependencies' dependencies),
+  with loosely defined versions. For example, ``apachemiddleware>=0.1.1,<0.2``.
+
+requirements.txt
+  Contains every dependency, including indirect, pinned to a specific
+  version. Created with ``pip freeze``. For example, ``simplejson==3.3.1``.
+
+dev-requirements.txt
+  Contains our development dependencies, pinned to a specific version. For
+  example, ``factory-boy==2.1.1``.
+
+We haven't created a ``dev-requirement.in`` because we have too few dev
+dependencies, we don't update them often, and none of them have a known
+incompatible version.
+
+Steps to upgrade
+================
+
+#. Create a new virtualenv: ``virtualenv --no-site-packages upgrading``
+
+#. Install the requirements with unpinned versions: ``pip install -r
+   requirements.in``
+
+#. Save the new dependencies versions: ``pip freeze > requirements.txt``. We
+   have to do this before installing the other dependencies so we get only what
+   was in ``requirements.in``
+
+#. Install CKAN: ``python setup.py develop``
+
+#. Install the development dependencies: ``pip install -r
+   dev-requirements.txt``
+
+#. Run the tests to make sure everything still works (see :doc:`test`).
+
+   - If not, try to fix the problem. If it's too complicated, pinpoint which
+     dependency's version broke our tests, find an older version that still
+     works, and add it to ``requirements.in``. Go back to step 1.
+
+#. Navigate a bit on CKAN to make sure the tests didn't miss anything. Review
+   the dependencies changes and their changelogs. If everything seems fine, go
+   ahead and fill a pull request (see :ref:`making a pull request`).