diff --git a/nose.cfg b/nose.cfg
new file mode 100644
index 0000000..e13c638
--- /dev/null
+++ b/nose.cfg
@@ -0,0 +1,6 @@
+[nosetests]
+with-coverage=1
+cover-package=certcheck
+cover-erase=1
+cover-html=1
+cover-html-dir=test/output_coverage_html/
diff --git a/test/.coveragerc b/test/.coveragerc
deleted file mode 100644
index 4a280d0..0000000
--- a/test/.coveragerc
+++ /dev/null
@@ -1,27 +0,0 @@
-# .coveragerc to control coverage.py
-[run]
-branch = True
-exclude_lines =
-    # Have to re-enable the standard pragma
-    pragma: no cover
-
-    # Don't complain about missing debug-only code:
-    def __repr__
-    if self\.debug
-
-    # Don't complain if tests don't hit defensive assertion code:
-    raise AssertionError
-    raise NotImplementedError
-
-    # Don't complain if non-runnable code isn't run:
-    if 0:
-    if __name__ == .__main__.:
-source =
-    ../bin/
-    ../certcheck/
-
-
-[html]
-directory = output_coverage_html
-
-[paths]
diff --git a/test/test.py b/test/test.py
deleted file mode 100755
index 81bab15..0000000
--- a/test/test.py
+++ /dev/null
@@ -1,52 +0,0 @@
-#!/usr/bin/python -tt
-# -*- coding: utf-8 -*-
-# Copyright (c) 2013 Spotify AB
-#
-# Licensed under the Apache License, Version 2.0 (the "License"); you may not
-# use this file except in compliance with the License. You may obtain a copy of
-# the License at
-#
-# http://www.apache.org/licenses/LICENSE-2.0
-#
-# Unless required by applicable law or agreed to in writing, software
-# distributed under the License is distributed on an "AS IS" BASIS, WITHOUT
-# WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied. See the
-# License for the specific language governing permissions and limitations under
-# the License.
-
-
-#Make it a bit more like python3:
-from __future__ import absolute_import
-from __future__ import print_function
-
-import coverage
-import sys
-import unittest
-
-
-def main():
-    major, minor, micro, releaselevel, serial = sys.version_info
-
-    if major == 2 and minor < 7:
-        print("In order to run tests you need at least Python 2.7")
-        sys.exit(1)
-
-    if major == 3:
-        print("Tests were not tested on Python 3.X, use at your own risk")
-        sys.exit(1)
-
-    #Perform coverage analisys:
-    cov = coverage.coverage()
-
-    cov.start()
-    #Discover the test and execute them:
-    loader = unittest.TestLoader()
-    tests = loader.discover('.')
-    testRunner = unittest.runner.TextTestRunner(descriptions=True, verbosity=1)
-    testRunner.run(tests)
-    cov.stop()
-
-    cov.html_report()
-
-if __name__ == '__main__':
-    main()