diff --git a/README.rst b/README.rst
index 719a54f..6927b62 100644
--- a/README.rst
+++ b/README.rst
@@ -101,17 +101,37 @@ Running Tests
 Setup
 #####
 
-Tox, our test runner, tests against both Python 2.7 and Python 3.4
-environments. We have a set of tests in the :code:`dcos` package (root
-directory) and in the :code:`dcoscli` package (:code:`cli` directory). When
-running the tests describe below change directory to one of those two and
-follow the instructions.
+Tox, our test runner, tests against Python 3.4. We have a set of tests in
+the :code:`dcos` package (root directory) and in the :code:`dcoscli` package
+(:code:`cli` directory). When running the tests describe below change
+directory to one of those two and follow the instructions.
+
+
+Initialization
+#######
+
+The `config` integration tests use static config files. To run these tests
+make sure you set owner only permissions on these files:
+
+:code:`chmod 600 cli/tests/data/dcos.toml`
+
+:code:`chmod 600 cli/tests/config/parse_error.toml`
+
+The :code:`node` integration tests use :code:`CLI_TEST_SSH_KEY_PATH` for ssh
+credentials to your cluster.
+
+The :code:`ssl` integration tests resolve :code:`dcos.snakeoil.mesosphere.com`
+to test SSL certs. To run this test suite be sure to add this resolution to your
+:code:`/etc/hosts` file:
+
+:code:`echo "dcos/cluster/url dcos.snakeoil.mesosphere.com" >> /etc/hosts`
+
 
 Running
 #######
 
-Tox will run unit and integration tests in both Python environments using a
-temporarily created virtualenv.
+Tox will run unit and integration tests in Python 3.4 using a temporarily
+created virtualenv.
 
 You can set :code:`DCOS_CONFIG` to a config file that points to a DC/OS
 cluster you want to use for integration tests. This defaults to
diff --git a/cli/bin/test.sh b/cli/bin/test.sh
index 91e44a5..57f14bc 100755
--- a/cli/bin/test.sh
+++ b/cli/bin/test.sh
@@ -10,4 +10,7 @@ else
 fi
 echo "Virtualenv activated."
 
+chmod 600 $BASEDIR/tests/data/dcos.toml
+chmod 600 $BASEDIR/tests/data/config/parse_error.toml
+
 tox
diff --git a/cli/tests/data/dcos.toml b/cli/tests/data/dcos.toml
index 6bfbdbd..837ee12 100644
--- a/cli/tests/data/dcos.toml
+++ b/cli/tests/data/dcos.toml
@@ -1,5 +1,5 @@
 [core]
-timeout = 5
-reporting = false
 dcos_url = "http://dcos.snakeoil.mesosphere.com"
 ssl_verify = "false"
+timeout = 5
+reporting = false
diff --git a/cli/tests/integrations/test_config.py b/cli/tests/integrations/test_config.py
index 110a064..69b6386 100644
--- a/cli/tests/integrations/test_config.py
+++ b/cli/tests/integrations/test_config.py
@@ -75,20 +75,14 @@ def test_invalid_dcos_url(env):
 
 
 def test_get_top_property(env):
-    stderr = (
-        b"Property 'core' doesn't fully specify a value - "
-        b"possible properties are:\n"
-        b"core.dcos_acs_token\n"
-        b"core.dcos_url\n"
-        b"core.reporting\n"
-        b"core.ssl_verify\n"
-        b"core.timeout\n"
-    )
+    returncode, stdout, stderr = exec_command(
+        ['dcos', 'config', 'show', 'core'], env=env)
 
-    assert_command(['dcos', 'config', 'show', 'core'],
-                   stderr=stderr,
-                   returncode=1,
-                   env=env)
+    assert returncode == 1
+    assert stdout == b''
+    assert stderr.startswith(
+        b"Property 'core' doesn't fully specify a value - "
+        b"possible properties are:\n")
 
 
 def test_set_package_sources_property():
@@ -179,21 +173,14 @@ def test_unset_output(env):
 
 
 def test_unset_top_property(env):
-    stderr = (
-        b"Property 'core' doesn't fully specify a value - "
-        b"possible properties are:\n"
-        b"core.dcos_acs_token\n"
-        b"core.dcos_url\n"
-        b"core.reporting\n"
-        b"core.ssl_verify\n"
-        b"core.timeout\n"
-    )
+    returncode, stdout, stderr = exec_command(
+        ['dcos', 'config', 'unset', 'core'], env=env)
 
-    assert_command(
-        ['dcos', 'config', 'unset', 'core'],
-        returncode=1,
-        stderr=stderr,
-        env=env)
+    assert returncode == 1
+    assert stdout == b''
+    assert stderr.startswith(
+        b"Property 'core' doesn't fully specify a value - "
+        b"possible properties are:\n")
 
 
 def test_validate(env):
@@ -266,26 +253,30 @@ def test_bad_port_fail_url_validation(env):
                          'http://localhost:bad_port/', env)
 
 
-def test_dcos_acs_token_env_var(env):
-    env['DCOS_ACS_TOKEN'] = 'foobar'
-    msg = (b'Your core.dcos_acs_token is invalid. '
-           b'Please run: `dcos auth login`\n')
-    assert_command(['dcos', 'package', 'list'],
-                   returncode=1,
-                   stderr=msg,
-                   env=env)
-    env.pop('DCOS_ACS_TOKEN')
+def test_dcos_url_env_var(env):
+    env['DCOS_URL'] = 'http://foobar'
+
+    returncode, stdout, stderr = exec_command(
+        ['dcos', 'service'], env=env)
+    assert returncode == 1
+    assert stdout == b''
+    assert stderr.startswith(
+        b'URL [http://foobar/mesos/master/state.json] is unreachable')
+
+    env.pop('DCOS_URL')
 
 
-def test_dcos_dcos_acs_token_env_var(env):
-    env['DCOS_DCOS_ACS_TOKEN'] = 'foobar'
-    msg = (b'Your core.dcos_acs_token is invalid. '
-           b'Please run: `dcos auth login`\n')
-    assert_command(['dcos', 'package', 'list'],
-                   returncode=1,
-                   stderr=msg,
-                   env=env)
-    env.pop('DCOS_DCOS_ACS_TOKEN')
+def test_dcos_dcos_url_env_var(env):
+    env['DCOS_DCOS_URL'] = 'http://foobar'
+
+    returncode, stdout, stderr = exec_command(
+        ['dcos', 'service'], env=env)
+    assert returncode == 1
+    assert stdout == b''
+    assert stderr.startswith(
+        b'URL [http://foobar/mesos/master/state.json] is unreachable')
+
+    env.pop('DCOS_DCOS_URL')
 
 
 @pytest.mark.skipif(