diff --git a/.gitignore b/.gitignore
index 4d67f94..f76ebcd 100644
--- a/.gitignore
+++ b/.gitignore
@@ -28,7 +28,7 @@ pip-log.txt
 # Unit test / coverage reports
 .coverage
 .tox
-nosetests.xml
+.stestr/
 
 # Translations
 *.mo
diff --git a/.stestr.conf b/.stestr.conf
new file mode 100644
index 0000000..dde99d4
--- /dev/null
+++ b/.stestr.conf
@@ -0,0 +1,4 @@
+[DEFAULT]
+test_path=./mistraldashboard/tests
+top_dir=./
+
diff --git a/test-requirements.txt b/test-requirements.txt
index 90eaf85..5249d20 100644
--- a/test-requirements.txt
+++ b/test-requirements.txt
@@ -11,6 +11,7 @@ mock>=2.0.0 # BSD
 nodeenv>=0.9.4 # BSD
 selenium>=2.50.1 # Apache-2.0
 xvfbwrapper>=0.1.3 #license: MIT
+stestr>=2.0.0 # Apache-2.0
 
 # Docs Requirements
 sphinx!=1.6.6,!=1.6.7,>=1.6.2 # BSD
diff --git a/tox.ini b/tox.ini
index ad78d7a..4163028 100644
--- a/tox.ini
+++ b/tox.ini
@@ -30,7 +30,13 @@ commands = {posargs}
 
 [testenv:cover]
 basepython = python3
-commands = python setup.py testr --coverage --testr-args='{posargs}'
+setenv =
+    PYTHON=coverage run --source mistraldashboard --parallel-mode
+commands =
+    stestr run '{posargs}'
+    coverage combine
+    coverage html -d cover
+    coverage xml -o cover/coverage.xml
 
 [testenv:docs]
 basepython = python3