diff --git a/.zuul.yaml b/.zuul.yaml
index c6f25e1d5..fb51de971 100644
--- a/.zuul.yaml
+++ b/.zuul.yaml
@@ -2,11 +2,17 @@
     check:
       jobs:
         - murano-dashboard-sanity-check
-
         - openstack-tox-lower-constraints
+        - horizon-openstack-tox-py35dj20:
+            required-projects:
+              openstack/horizon
     gate:
       jobs:
         - openstack-tox-lower-constraints
+        - horizon-openstack-tox-py35dj20:
+            required-projects:
+              openstack/horizon
+
 - job:
     name: murano-dashboard-sanity-check
     parent: legacy-dsvm-base
diff --git a/lower-constraints.txt b/lower-constraints.txt
index 02ad98938..3c0990e34 100644
--- a/lower-constraints.txt
+++ b/lower-constraints.txt
@@ -1,9 +1,9 @@
 alabaster==0.7.10
 appdirs==1.4.3
 asn1crypto==0.24.0
-Babel==2.5.3
+Babel==2.3.4
 beautifulsoup4==4.6.0
-castellan==0.17.0
+castellan==0.16.0
 certifi==2018.1.18
 cffi==1.11.5
 chardet==3.0.4
@@ -11,17 +11,17 @@ cliff==2.11.0
 cmd2==0.8.1
 colorama==0.3.9
 contextlib2==0.5.5
-coverage==4.5.1
+coverage==4.0
 cryptography==2.1.4
 debtcollector==1.19.0
 decorator==4.2.1
 deprecation==2.0
-Django==1.11.11
+Django==1.11
 django-appconf==1.0.2
 django-babel==0.6.2
-django-compressor==2.2
-django-formtools==2.1
-django-nose==1.4.5
+django-compressor==2.0
+django-formtools==1.0
+django-nose==1.4.4
 django-pyscss==2.0.2
 docutils==0.14
 dogpile.cache==0.6.5
@@ -32,10 +32,10 @@ fixtures==3.0.0
 flake8==2.5.5
 futurist==1.6.0
 hacking==0.12.0
-horizon==13.0.0
+horizon==14.0.0.0b1
 idna==2.6
 imagesize==1.0.0
-iso8601==0.1.12
+iso8601==0.1.11
 Jinja2==2.10
 jmespath==0.9.3
 jsonpatch==1.21
@@ -47,17 +47,17 @@ MarkupSafe==1.0
 mccabe==0.2.1
 mock==2.0.0
 monotonic==1.4
-mox3==0.25.0
+mox3==0.20.0
 msgpack==0.5.6
 munch==2.2.0
 murano-pkg-check==0.3.0
 netaddr==0.7.19
 netifaces==0.10.6
-nodeenv==1.2.0
+nodeenv==0.9.4
 nose==1.3.7
-nosehtmloutput==0.0.5
-openstack.nose-plugin==0.11
-openstackdocstheme==1.20.0
+nosehtmloutput==0.0.3
+openstack.nose-plugin==0.7
+openstackdocstheme==1.18.1
 openstacksdk==0.12.0
 os-client-config==1.29.0
 os-service-types==1.2.0
@@ -66,13 +66,13 @@ oslo.concurrency==3.26.0
 oslo.config==5.2.0
 oslo.context==2.20.0
 oslo.i18n==3.20.0
-oslo.log==3.37.0
+oslo.log==3.36.0
 oslo.policy==1.34.0
 oslo.serialization==2.25.0
 oslo.utils==3.36.0
 osprofiler==2.0.0
 packaging==17.1
-pbr==3.1.1
+pbr==2.0.0
 pep8==1.5.7
 Pint==0.8.1
 ply==3.11
@@ -92,28 +92,28 @@ python-dateutil==2.7.0
 python-glanceclient==2.9.1
 python-keystoneclient==3.15.0
 python-mimeparse==1.6.0
-python-muranoclient==1.0.1
+python-muranoclient==0.8.2
 python-neutronclient==6.7.0
 python-novaclient==10.1.0
 python-swiftclient==3.5.0
-pytz==2018.3
+pytz==2013.6
 PyYAML==3.12
 rcssmin==1.0.6
-reno==2.7.0
+reno==2.5.0
 requests==2.18.4
 requestsexceptions==1.4.0
 rfc3986==1.1.0
 rjsmin==1.0.12
-selenium==3.11.0
-semantic-version==2.6.0
+selenium==2.50.1
+semantic-version==2.3.1
 simplejson==3.13.2
-six==1.11.0
+six==1.10.0
 snowballstemmer==1.2.1
-Sphinx==1.6.5
+Sphinx==1.6.2
 sphinxcontrib-websupport==1.0.1
 stevedore==1.28.0
 termcolor==1.1.0
-testtools==2.3.0
+testtools==2.2.0
 traceback2==1.4.0
 unittest2==1.1.0
 urllib3==1.22
diff --git a/muranodashboard/catalog/views.py b/muranodashboard/catalog/views.py
index d9d45b74e..cd7b02edd 100644
--- a/muranodashboard/catalog/views.py
+++ b/muranodashboard/catalog/views.py
@@ -25,7 +25,7 @@ from django.conf import settings
 from django.contrib import auth
 from django.contrib.auth import decorators as auth_dec
 from django.contrib.staticfiles.templatetags.staticfiles import static
-from django.core.urlresolvers import reverse
+from django.urls import reverse
 # django.contrib.formtools migration to django 1.8
 # https://docs.djangoproject.com/en/1.8/ref/contrib/formtools/
 try:
@@ -407,7 +407,7 @@ class Wizard(generic_views.PageTitleMixin, views.ModalFormMixin, LazyWizard):
             messages.success(self.request, message)
 
             if do_redirect:
-                return http.HttpResponseRedirect(env_url)
+                return http.HttpResponseRedirect(bytes(env_url))
             else:
                 srv_id = getattr(srv, '?')['id']
                 return self.create_hacked_response(
diff --git a/muranodashboard/categories/tables.py b/muranodashboard/categories/tables.py
index 96c08113c..39bb980b2 100644
--- a/muranodashboard/categories/tables.py
+++ b/muranodashboard/categories/tables.py
@@ -13,7 +13,7 @@
 #    under the License.
 
 from django.conf import settings
-from django.core.urlresolvers import reverse
+from django.urls import reverse
 from django.utils.translation import ugettext_lazy as _
 from django.utils.translation import ungettext_lazy
 from horizon import exceptions
diff --git a/muranodashboard/categories/views.py b/muranodashboard/categories/views.py
index 6b0934e2e..b77b7a157 100644
--- a/muranodashboard/categories/views.py
+++ b/muranodashboard/categories/views.py
@@ -14,7 +14,7 @@
 
 import itertools
 
-from django.core.urlresolvers import reverse_lazy
+from django.urls import reverse_lazy
 from django.utils.translation import ugettext_lazy as _
 from horizon.forms import views
 from horizon import tables as horizon_tables
diff --git a/muranodashboard/dynamic_ui/fields.py b/muranodashboard/dynamic_ui/fields.py
index f9c316d79..27c71d399 100644
--- a/muranodashboard/dynamic_ui/fields.py
+++ b/muranodashboard/dynamic_ui/fields.py
@@ -17,11 +17,11 @@ import copy
 import json
 import re
 
-from django.core.urlresolvers import reverse
 from django.core import validators as django_validator
 from django import forms
 from django.forms import widgets
 from django.template import defaultfilters
+from django.urls import reverse
 from django.utils.encoding import force_text
 from django.utils import html
 from django.utils.translation import ugettext_lazy as _
diff --git a/muranodashboard/environments/tables.py b/muranodashboard/environments/tables.py
index b2e086dfc..9e2b3e7f1 100644
--- a/muranodashboard/environments/tables.py
+++ b/muranodashboard/environments/tables.py
@@ -14,11 +14,10 @@
 
 import json
 
-from django.core.urlresolvers import reverse
 from django import http as django_http
-from django import shortcuts
 from django import template
 from django.template import defaultfilters
+from django.urls import reverse
 from django.utils.translation import ugettext_lazy as _
 from django.utils.translation import ungettext_lazy
 
@@ -378,9 +377,9 @@ class DeployThisEnvironment(tables.Action):
             exceptions.handle(
                 request, msg,
                 redirect=reverse('horizon:app-catalog:environments:index'))
-        return shortcuts.redirect(
-            reverse('horizon:app-catalog:environments:services',
-                    args=(environment_id,)))
+        redirect_to = reverse('horizon:app-catalog:environments:services',
+                              args=(environment_id,))
+        return django_http.HttpResponseRedirect(bytes(redirect_to))
 
 
 class ShowEnvironmentServices(tables.LinkAction):
diff --git a/muranodashboard/environments/tabs.py b/muranodashboard/environments/tabs.py
index 542c6d7b2..d11cd2682 100644
--- a/muranodashboard/environments/tabs.py
+++ b/muranodashboard/environments/tabs.py
@@ -16,7 +16,7 @@ import collections
 import json
 
 from django.conf import settings
-from django.core.urlresolvers import reverse
+from django.urls import reverse
 from django.utils.translation import ugettext_lazy as _
 
 from heat_dashboard.api import heat as heat_api
diff --git a/muranodashboard/environments/topology.py b/muranodashboard/environments/topology.py
index 80a74cdfd..63955838b 100644
--- a/muranodashboard/environments/topology.py
+++ b/muranodashboard/environments/topology.py
@@ -15,8 +15,8 @@
 import json
 
 from django.contrib.staticfiles.templatetags.staticfiles import static
-from django.core.urlresolvers import reverse
 from django.template import loader
+from django.urls import reverse
 
 import six
 
diff --git a/muranodashboard/environments/views.py b/muranodashboard/environments/views.py
index 88e0bce71..530f0acde 100644
--- a/muranodashboard/environments/views.py
+++ b/muranodashboard/environments/views.py
@@ -15,9 +15,9 @@
 import base64
 import json
 
-from django.core.urlresolvers import reverse
-from django.core.urlresolvers import reverse_lazy
 from django import http
+from django.urls import reverse
+from django.urls import reverse_lazy
 from django.utils.translation import ugettext_lazy as _
 from django.views import generic
 from horizon import conf
diff --git a/muranodashboard/images/forms.py b/muranodashboard/images/forms.py
index af8eca536..c7adf26f3 100644
--- a/muranodashboard/images/forms.py
+++ b/muranodashboard/images/forms.py
@@ -15,8 +15,8 @@
 import json
 
 from django.conf import settings
-from django.core.urlresolvers import reverse
 from django import forms
+from django.urls import reverse
 from django.utils.translation import ugettext_lazy as _
 from horizon import exceptions
 from horizon import forms as horizon_forms
diff --git a/muranodashboard/images/tables.py b/muranodashboard/images/tables.py
index 9852bbbd0..51e0a46ae 100644
--- a/muranodashboard/images/tables.py
+++ b/muranodashboard/images/tables.py
@@ -12,7 +12,7 @@
 #    License for the specific language governing permissions and limitations
 #    under the License.
 
-from django.core.urlresolvers import reverse
+from django.urls import reverse
 from django.utils.translation import ugettext_lazy as _
 from django.utils.translation import ungettext_lazy
 from horizon import exceptions
diff --git a/muranodashboard/images/views.py b/muranodashboard/images/views.py
index 6c11b9efe..c38686c2c 100644
--- a/muranodashboard/images/views.py
+++ b/muranodashboard/images/views.py
@@ -14,8 +14,8 @@
 
 import itertools
 
-from django.core.urlresolvers import reverse
-from django.core.urlresolvers import reverse_lazy
+from django.urls import reverse
+from django.urls import reverse_lazy
 from django.utils.translation import ugettext_lazy as _
 
 from horizon import exceptions
diff --git a/muranodashboard/packages/forms.py b/muranodashboard/packages/forms.py
index 73be7fe1a..6d4216cc6 100644
--- a/muranodashboard/packages/forms.py
+++ b/muranodashboard/packages/forms.py
@@ -15,9 +15,9 @@
 import json
 import sys
 
-from django.core.urlresolvers import reverse
 from django.core import validators
 from django import forms
+from django.urls import reverse
 from django.utils.translation import ugettext_lazy as _
 from horizon import exceptions
 from horizon import forms as horizon_forms
diff --git a/muranodashboard/packages/tables.py b/muranodashboard/packages/tables.py
index 72103c170..b360d676c 100644
--- a/muranodashboard/packages/tables.py
+++ b/muranodashboard/packages/tables.py
@@ -12,8 +12,8 @@
 #    License for the specific language governing permissions and limitations
 #    under the License.
 
-from django.core.urlresolvers import reverse
 from django.template import defaultfilters
+from django.urls import reverse
 from django.utils.translation import ugettext_lazy as _
 from django.utils.translation import ungettext_lazy
 from horizon import exceptions
diff --git a/muranodashboard/packages/views.py b/muranodashboard/packages/views.py
index 74b059625..04dca2270 100644
--- a/muranodashboard/packages/views.py
+++ b/muranodashboard/packages/views.py
@@ -16,9 +16,9 @@ import json
 import sys
 
 from django.core.files import storage
-from django.core.urlresolvers import reverse
-from django.core.urlresolvers import reverse_lazy
 from django import http
+from django.urls import reverse
+from django.urls import reverse_lazy
 from django.utils.translation import ugettext_lazy as _
 # django.contrib.formtools migration to django 1.8
 # https://docs.djangoproject.com/en/1.8/ref/contrib/formtools/
@@ -309,7 +309,7 @@ class ImportBundleWizard(horizon_views.PageTitleMixin, views.ModalFormMixin,
         msg = _('Bundle successfully imported.')
         LOG.info(msg)
         messages.success(self.request, msg)
-        return http.HttpResponseRedirect(redirect)
+        return http.HttpResponseRedirect(bytes(redirect))
 
 
 class ImportPackageWizard(horizon_views.PageTitleMixin, views.ModalFormMixin,
@@ -408,7 +408,7 @@ class ImportPackageWizard(horizon_views.PageTitleMixin, views.ModalFormMixin,
             msg = _('Package parameters successfully updated.')
             LOG.info(msg)
             messages.success(self.request, msg)
-            return http.HttpResponseRedirect(redirect)
+            return http.HttpResponseRedirect(bytes(redirect))
 
     def _handle_exception(self, original_e):
         exc_info = sys.exc_info()
diff --git a/requirements.txt b/requirements.txt
index e03cbc7a6..fc18c9681 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -4,7 +4,8 @@
 pbr!=2.1.0,>=2.0.0 # Apache-2.0
 
 beautifulsoup4>=4.6.0 # MIT
-Django<2.0,>=1.11 # BSD
+Django<2;python_version<'3.0'  # BSD
+Django<2.1;python_version>='3.0'  # BSD
 django-formtools>=1.0 # BSD
 iso8601>=0.1.11 # MIT
 six>=1.10.0 # MIT
diff --git a/tox.ini b/tox.ini
index b05e563ee..39ef86831 100644
--- a/tox.ini
+++ b/tox.ini
@@ -70,3 +70,9 @@ deps =
   -r{toxinidir}/test-requirements.txt
   -r{toxinidir}/requirements.txt
   http://tarballs.openstack.org/heat-dashboard/heat-dashboard-master.tar.gz
+
+[testenv:py35dj20]
+basepython = python3.5
+commands =
+  pip install django>=2.0,<2.1
+  {[testenv]commands}