diff --git a/doc/requirements.txt b/doc/requirements.txt
index 81827469a..741c0e9fa 100644
--- a/doc/requirements.txt
+++ b/doc/requirements.txt
@@ -16,7 +16,7 @@ kazoo>=2.2 # Apache-2.0
 zake>=0.1.6 # Apache-2.0
 redis>=2.10.0 # MIT
 
-eventlet!=0.18.3,!=0.20.1,<0.21.0,>=0.18.2 # MIT
+eventlet!=0.18.3,!=0.20.1,!=0.21.0  # MIT
 SQLAlchemy!=1.1.5,!=1.1.6,!=1.1.7,!=1.1.8,>=1.0.10 # MIT
 alembic>=0.8.10 # MIT
 SQLAlchemy-Utils>=0.30.11 # BSD License
diff --git a/lower-constraints.txt b/lower-constraints.txt
index 4dcf2094d..41f37a6f1 100644
--- a/lower-constraints.txt
+++ b/lower-constraints.txt
@@ -11,14 +11,16 @@ debtcollector==1.2.0
 decorator==3.4.0
 doc8==0.6.0
 docutils==0.11
+enum34==1.0.4;python_version=='2.7' or python_version=='2.6' or python_version=='3.3'
 eventlet==0.18.2
 extras==1.0.0
 fasteners==0.7.0
 fixtures==3.0.0
 flake8==2.2.4
+futures==3.0.0;python_version=='2.7' or python_version=='2.6'
 futurist==1.2.0
 greenlet==0.4.10
-hacking==0.10.3
+hacking==0.10.0
 imagesize==0.7.1
 iso8601==0.1.11
 Jinja2==2.10
@@ -62,12 +64,12 @@ requestsexceptions==1.2.0
 restructuredtext-lint==1.1.1
 six==1.10.0
 snowballstemmer==1.2.1
-Sphinx==1.6.5
+Sphinx==1.6.2
 sphinxcontrib-websupport==1.0.1
-SQLAlchemy==1.0.10
 SQLAlchemy-Utils==0.30.11
+SQLAlchemy==1.0.10
 stevedore==1.20.0
-tenacity==3.2.1
+tenacity==4.4.0
 testrepository==0.0.18
 testscenarios==0.4
 testtools==2.2.0
diff --git a/setup.cfg b/setup.cfg
index 6ab735d6b..15f30c5d0 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -57,6 +57,8 @@ taskflow.engines =
     workers = taskflow.engines.worker_based.engine:WorkerBasedActionEngine
 
 [extras]
+# NOTE(dhellmann): The entries in this section of the file need to be
+# kept consistent with the entries in test-requirements.txt.
 zookeeper =
   kazoo>=2.2 # Apache-2.0
   zake>=0.1.6 # Apache-2.0
@@ -65,7 +67,7 @@ redis =
 workers =
   kombu!=4.0.2,>=4.0.0 # BSD
 eventlet =
-  eventlet!=0.18.3,!=0.20.1,<0.21.0,>=0.18.2 # MIT
+  eventlet!=0.18.3,!=0.20.1,!=0.21.0  # MIT
 database =
   SQLAlchemy!=1.1.5,!=1.1.6,!=1.1.7,!=1.1.8,>=1.0.10 # MIT
   alembic>=0.8.10 # MIT
diff --git a/test-requirements.txt b/test-requirements.txt
new file mode 100644
index 000000000..630424849
--- /dev/null
+++ b/test-requirements.txt
@@ -0,0 +1,33 @@
+# NOTE(dhellmann): This file contains duplicate dependency information
+# that is also present in the "extras" section of setup.cfg, and the
+# entries need to be kept consistent.
+
+# zookeeper
+kazoo>=2.2 # Apache-2.0
+zake>=0.1.6 # Apache-2.0
+
+# redis
+redis>=2.10.0 # MIT
+
+# workers
+kombu!=4.0.2,>=4.0.0 # BSD
+
+# eventlet
+eventlet!=0.18.3,!=0.20.1,!=0.21.0  # MIT
+
+# database
+SQLAlchemy!=1.1.5,!=1.1.6,!=1.1.7,!=1.1.8,>=1.0.10 # MIT
+alembic>=0.8.10 # MIT
+SQLAlchemy-Utils>=0.30.11 # BSD License
+PyMySQL>=0.7.6 # MIT License
+psycopg2>=2.6.2 # LGPL/ZPL
+
+# test
+pydotplus>=2.0.2 # MIT License
+hacking<0.11,>=0.10.0
+oslotest>=3.2.0 # Apache-2.0
+mock>=2.0.0 # BSD
+testtools>=2.2.0 # MIT
+testscenarios>=0.4 # Apache-2.0/BSD
+doc8>=0.6.0 # Apache-2.0
+sphinx!=1.6.6,!=1.6.7,>=1.6.2 # BSD
diff --git a/tox.ini b/tox.ini
index b3d544a38..9ae3a7ecf 100644
--- a/tox.ini
+++ b/tox.ini
@@ -16,11 +16,12 @@ setenv =
   VIRTUAL_ENV={envdir}
   BRANCH_NAME=master
   CLIENT_NAME=taskflow
-install_command = {toxinidir}/tools/tox_install.sh {env:UPPER_CONSTRAINTS_FILE:https://git.openstack.org/cgit/openstack/requirements/plain/upper-constraints.txt} {opts} {packages}
 # We need to install a bit more than just `test' because those drivers have
 # custom tests that we always run
 deps =
-  .[test,workers,zookeeper,database,redis,eventlet]
+  -c{env:UPPER_CONSTRAINTS_FILE:https://git.openstack.org/cgit/openstack/requirements/plain/upper-constraints.txt}
+  -r{toxinidir}/test-requirements.txt
+  -r{toxinidir}/requirements.txt
 commands =
   python setup.py testr --slowest --testr-args='{posargs}'