diff --git a/.coveragerc b/.coveragerc
new file mode 100644
index 00000000..f7d9544f
--- /dev/null
+++ b/.coveragerc
@@ -0,0 +1,13 @@
+[run]
+branch = True
+source = sahara_dashboard
+omit =
+ .tox/*
+ sahara_dashboard/test/*
+
+[paths]
+source = sahara_dashboard
+
+[report]
+ignore_errors = True
+precision = 3
diff --git a/lower-constraints.txt b/lower-constraints.txt
index 2ae380da..f7cee693 100644
--- a/lower-constraints.txt
+++ b/lower-constraints.txt
@@ -111,7 +111,6 @@ six==1.10.0
 statsd==3.2.1
 stevedore==1.20.0
 tenacity==3.2.1
-testrepository==0.0.18
 testscenarios==0.4
 testtools==2.2.0
 traceback2==1.4.0
diff --git a/test-requirements.txt b/test-requirements.txt
index d4f08b67..7c7d3305 100644
--- a/test-requirements.txt
+++ b/test-requirements.txt
@@ -11,7 +11,6 @@ netifaces>=0.10.4 # MIT
 nose-exclude>=0.5.0 # LGPL
 python-subunit>=1.0.0 # Apache-2.0/BSD
 selenium>=2.50.1 # Apache-2.0
-testrepository>=0.0.18 # Apache-2.0/BSD
 testscenarios>=0.4 # Apache-2.0/BSD
 testtools>=2.2.0 # MIT
 # This also needs xvfb library installed on your OS
diff --git a/tox.ini b/tox.ini
index d2c038be..c9263d71 100644
--- a/tox.ini
+++ b/tox.ini
@@ -54,7 +54,11 @@ commands = sphinx-build -a -E -W -d releasenotes/build/doctrees -b html releasen
 
 [testenv:cover]
 basepython = python3
-commands = python setup.py testr --coverage --testr-args='{posargs}'
+commands =
+  coverage erase
+  coverage run {toxinidir}/manage.py test sahara_dashboard --settings=sahara_dashboard.test.settings --exclude-dir=sahara_dashboard/test/integration_tests {posargs}
+  coverage html -d cover
+  coverage xml -o cover/coverage.xml
 
 [testenv:debug]
 basepython = python3