diff --git a/.travis.yml b/.travis.yml
index a6fc5f46dca3829dcc783b3d88ab77648eb916ff..1c90cea60547bf8e2f375e7a7f0d43acc3c97764 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -1,13 +1,16 @@
 ---
 language: python
-python: ["2.7", "3.3", "3.4", "3.5"]
+python: ["2.7", "3.2", "3.3", "3.4", "3.5"]
 dist: trusty
 sudo: false
 cache:
   - pip
+matrix:
+  allow_failure:
+    - python: "3.2"
 
 install:
-    - pip install tox-travis
+  - pip install tox-travis
 
 script:
   - tox
diff --git a/README.rst b/README.rst
index 19293ab61cc3652d2bef30c95559a7c2bc88cd5f..26b35817c605cec88b648cbb3bef24f6bdb9e752 100644
--- a/README.rst
+++ b/README.rst
@@ -51,15 +51,16 @@ Example usage can be seen in :code:`tests.sh`.
 Testing
 -------
 
-Local tests require both a Python 2, Python 3 and Tox installed and can be run
-by running :code:`tox`. Alternatively, Travis CI is used to test on multiple
-versions of Python for every push.
+Tests require Python 2.7, Python 3.2 or later and Tox and are run by running
+:code:`tox`. Also, Travis CI is used to test on multiple Python versions for
+every push.
 
 Release
 -------
 
-Currently releases are done locally by running :code:`tox -e release` and
-require Python and Tox installed. Releases with Travis CI are coming.
+Releases require Python 2.7 or Python 3.2 or later and Tox. To release a new
+version bump the version in the :code:`VERSION` file and run :code:`tox -e
+release`.
 
 License
 -------
diff --git a/tox.ini b/tox.ini
index c1b9865a58b02fbac3790291c3eca13be6b87662..ab86304e8a82c503e9937d09e25c4baf70b99c68 100644
--- a/tox.ini
+++ b/tox.ini
@@ -32,6 +32,6 @@ deps =
     twine
     wheel
 commands =
-    sh -c 'git tag -f "$(cat VERSION)"'
+    sh -c 'git tag "$(cat VERSION)" && git push --tags'
     python setup.py bdist_wheel
     twine upload --skip-existing dist/*.whl