diff --git a/.gitignore b/.gitignore
index cc16f31..a170e49 100644
--- a/.gitignore
+++ b/.gitignore
@@ -36,3 +36,5 @@ docs/_build/
 
 # Test database
 test_ambition_dev
+
+.tox/
diff --git a/.travis.yml b/.travis.yml
index ede106a..88bf443 100644
--- a/.travis.yml
+++ b/.travis.yml
@@ -1,23 +1,47 @@
-sudo: true
 language: python
+
+sudo: false
+
 python:
-  - '3.5'
-  - '3.6'
+  - "2.7"
+  - "3.4"
+  - "3.5"
+  - "3.6"
+
 env:
-  global:
-    - DB=postgres
   matrix:
-    - DJANGO=">=1.11,<2.0"
-    - DJANGO=">=2.0,<2.1"
+    - DJANGO=1.10
+    - DJANGO=1.11
+    - DJANGO=2.0
+    - DJANGO=master
+
 addons:
   postgresql: '9.5'
+
+matrix:
+  include:
+    - { python: "3.6", env: TOXENV=flake8 }
+
+  exclude:
+    - { python: "2.7", env: DJANGO=master }
+    - { python: "2.7", env: DJANGO=2.0 }
+    - { python: "3.4", env: DJANGO=master }
+    - { python: "3.6", env: DJANGO=1.10 }
+
+  allow_failures:
+    - env: DJANGO=master
+
 install:
-  - pip install -q coverage coveralls flake8 Django$DJANGO django-nose>=1.4
+    - pip install tox-travis
+
 before_script:
   - psql -c 'CREATE DATABASE querybuilder;' -U postgres
+
 script:
-  - flake8 ./querybuilder
-  - coverage run setup.py test
-  - coverage report --fail-under=90
+    - tox
+
 after_success:
   coveralls
+
+notifications:
+    email: false
diff --git a/docs/contributing.rst b/docs/contributing.rst
index 08bbab2..fa91c23 100644
--- a/docs/contributing.rst
+++ b/docs/contributing.rst
@@ -67,7 +67,10 @@ Before a new release, please go through the following checklist:
 * Upload to pypi::
 
     pip install wheel
-    python setup.py sdist bdist_wheel upload
+    pip install twine
+    python setup.py clean --all
+    python setup.py register sdist bdist_wheel
+    twine upload dist/*
 
 Vulnerability Reporting
 -----------------------
diff --git a/docs/release_notes.rst b/docs/release_notes.rst
index e7e76d2..27924d1 100644
--- a/docs/release_notes.rst
+++ b/docs/release_notes.rst
@@ -1,6 +1,10 @@
 Release Notes
 =============
 
+v1.1.0
+------
+* Use tox to support more versions
+
 v1.0.0
 ------
 * Drop Django 1.9
diff --git a/querybuilder/version.py b/querybuilder/version.py
index 1f356cc..1a72d32 100644
--- a/querybuilder/version.py
+++ b/querybuilder/version.py
@@ -1 +1 @@
-__version__ = '1.0.0'
+__version__ = '1.1.0'
diff --git a/requirements/requirements-testing.txt b/requirements/requirements-testing.txt
new file mode 100644
index 0000000..6a11970
--- /dev/null
+++ b/requirements/requirements-testing.txt
@@ -0,0 +1,10 @@
+pytz
+fleming
+six
+psycopg2
+django-nose>=1.4
+django-dynamic-fixture
+jsonfield==0.9.20
+mock
+coverage
+coveralls
diff --git a/setup.py b/setup.py
index a76ef0e..3a95353 100644
--- a/setup.py
+++ b/setup.py
@@ -29,19 +29,22 @@ def get_version():
     packages=find_packages(),
     classifiers=[
         'Programming Language :: Python',
+        'Programming Language :: Python :: 2.7',
+        'Programming Language :: Python :: 3.4',
         'Programming Language :: Python :: 3.5',
         'Programming Language :: Python :: 3.6',
         'Intended Audience :: Developers',
         'License :: OSI Approved :: MIT License',
         'Operating System :: OS Independent',
         'Framework :: Django',
+        'Framework :: Django :: 1.10',
         'Framework :: Django :: 1.11',
         'Framework :: Django :: 2.0',
         'Development Status :: 5 - Production/Stable',
     ],
     license='MIT',
     install_requires=[
-        'Django>=1.11',
+        'Django>=1.10',
         'pytz>=2015.6',
         'fleming>=0.4.4',
         'six',
diff --git a/tox.ini b/tox.ini
new file mode 100644
index 0000000..6e374c3
--- /dev/null
+++ b/tox.ini
@@ -0,0 +1,31 @@
+[tox]
+envlist =
+    flake8
+    py{27,34,35}-django110
+    py{27,34,35,36}-django111
+    py{34,35,36}-django20
+    py{35,36}-djangomaster
+
+[testenv]
+setenv =
+    DB = postgres
+deps =
+    django110: Django>=1.10,<1.11
+    django111: Django>=1.11,<2.0
+    django20: Django>=2.0,<2.1
+    djangomaster: https://github.com/django/django/archive/master.tar.gz
+    -rrequirements/requirements-testing.txt
+commands =
+    coverage run setup.py test
+    coverage report --fail-under=90
+
+[testenv:flake8]
+deps = flake8
+commands = flake8 querybuilder
+
+[travis:env]
+DJANGO =
+    1.10: django110
+    1.11: django111
+    2.0: django20
+    master: djangomaster