diff --git a/.coveragerc b/.coveragerc
new file mode 100644
index 0000000..75a24c2
--- /dev/null
+++ b/.coveragerc
@@ -0,0 +1,11 @@
+[run]
+source = src/postorius
+omit =
+    src/postorius/tests/*.py
+    src/postorius/tests/*/*.py
+    src/postorius/doc/*.py
+    src/postorius/south_migrations/*.py
+    src/postorius/migrations/*.py
+
+[html]
+directory = coverage
diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index 4aa73cd..594a319 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -15,3 +15,4 @@
   - tox -e py27-django18
   tags:
   - sqlite
+
diff --git a/dev-requirements.txt b/dev-requirements.txt
deleted file mode 100644
index 0d5d5ca..0000000
--- a/dev-requirements.txt
+++ /dev/null
@@ -1,5 +0,0 @@
-git+https://gitlab.com/mailman/mailmanclient.git
-tox
-mock
-coverage==3.7.1
-vcrpy
diff --git a/tox.ini b/tox.ini
index 84f3749..7fdb1bf 100644
--- a/tox.ini
+++ b/tox.ini
@@ -1,22 +1,30 @@
 [tox]
 envlist = py27-django{16,17,18}
 
+[base]
+deps = 
+  git+https://gitlab.com/mailman/mailmanclient.git
+  mock
+  vcrpy
+  coverage
+
 [testenv]
 usedevelop = True
 deps =
-    -rdev-requirements.txt
+    {[base]deps}
     django16: Django>=1.6,<1.7
-    django17: Django>=1.6,<1.8
-    django18: Django==1.8
+    django17: Django>=1.7,<1.8
+    django18: Django>=1.8,<1.9
 commands =
-    django-admin.py test --settings=testing.test_settings {posargs:postorius}
+    coverage run {envbindir}/django-admin.py test --settings=testing.test_settings {posargs:postorius}
+    coverage report
 setenv =
     PYTHONPATH = {toxinidir}
 
 [testenv:record]
 basepython = python2.7
 deps =
-    -rdev-requirements.txt
+    {[base]deps}
     Django==1.8
 setenv = 
     PYTHONPATH = {toxinidir}
@@ -31,7 +39,7 @@
 usedevelop = True
 basepython = python2.7
 deps =
-    -rdev-requirements.txt
+    {[base]deps}
     Django==1.8
 setenv = 
     PYTHONPATH = {toxinidir}
@@ -44,7 +52,7 @@
 usedevelop = True
 basepython = python2.7
 deps =
-    -rdev-requirements.txt
+    {[base]deps}
     Django==1.8
 setenv = 
     PYTHONPATH = {toxinidir}