diff --git a/setup.cfg b/setup.cfg
index 45c983e0..aa108d06 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -41,3 +41,6 @@ exclude=build,lib,.tox,third,*.egg,docs,packages,.eggs
 # W605 skipped due to false positives
 ignore = E123,E125,H803,W503,W605
 show-source = True
+
+[coverage:run]
+parallel=true
diff --git a/tests/assets/spec/reqcheck-excess/foo.spec b/tests/assets/spec/reqcheck-excess/foo.spec
index 2c276b25..6738792d 100644
--- a/tests/assets/spec/reqcheck-excess/foo.spec
+++ b/tests/assets/spec/reqcheck-excess/foo.spec
@@ -6,9 +6,9 @@
 %endif
 
 %global pyver_bin python%{pyver}
-%global pyver_sitelib %python%{pyver}_sitelib
-%global pyver_install %py%{pyver}_install
-%global pyver_build %py%{pyver}_build
+%global pyver_sitelib %{expand:%{python%{pyver}_sitelib}}
+%global pyver_install %{expand:%{py%{pyver}_install}}
+%global pyver_build %{expand:%{py%{pyver}_build}}
 # End of macros for py2/py3 compatibility
 
 Name:             foo
diff --git a/tox.ini b/tox.ini
index 93f661e2..6d5948ef 100644
--- a/tox.ini
+++ b/tox.ini
@@ -31,7 +31,7 @@ deps =
   pytest-cov
   coverage
 commands =
-  py.test --cov-append --cov rdopkg {posargs}
+  py.test --cov rdopkg {posargs}
 
 [testenv:py3-unit]
 deps =
@@ -39,21 +39,21 @@ deps =
   pytest-cov
   coverage
 commands =
-  py.test --cov-append --cov rdopkg {posargs}
+  py.test --cov rdopkg {posargs}
 
 [testenv:py2-feature]
 deps =
   behave
   coverage
 commands =
-  coverage run -a --source='rdopkg' -m behave --format=progress
+  coverage run --source='rdopkg' -m behave --format=progress
 
 [testenv:py3-feature]
 deps =
   behave
   coverage
 commands =
-  coverage run -a --source='rdopkg' -m behave --format=progress
+  coverage run --source='rdopkg' -m behave --format=progress
 
 [testenv:py2-integration]
 commands = {toxinidir}/tests/integration/test_integration.sh
@@ -63,11 +63,15 @@ commands = {toxinidir}/tests/integration/test_integration.sh
 
 [testenv:py2-cover]
 deps = coverage
-commands = coverage html
+commands =
+  coverage combine
+  coverage html
 
 [testenv:py3-cover]
 deps = coverage
-commands = coverage html
+commands =
+  coverage combine
+  coverage html
 
 [testenv:lint]
 deps = pycodestyle