diff --git a/README.rst b/README.rst
index 94457a7dd4..8a31a787b6 100644
--- a/README.rst
+++ b/README.rst
@@ -32,53 +32,53 @@ Getting Started
 ===============
 
 Learn about Kolla-Ansible by reading the documentation online
-`docs.openstack.org <http://docs.openstack.org/developer/kolla-ansible/>`__.
+`docs.openstack.org <https://docs.openstack.org/kolla-ansible/latest/>`__.
 
 Get started by reading the `Developer
-Quickstart <http://docs.openstack.org/developer/kolla-ansible/quickstart.html>`__.
+Quickstart <https://docs.openstack.org/kolla-ansible/latest/quickstart.html>`__.
 
 OpenStack services
 ------------------
 
 Kolla-Ansible deploys containers for the following OpenStack projects:
 
-- `Aodh <http://docs.openstack.org/developer/aodh/>`__
-- `Barbican <http://docs.openstack.org/developer/barbican/>`__
-- `Bifrost <http://docs.openstack.org/developer/bifrost/>`__
-- `Ceilometer <http://docs.openstack.org/developer/ceilometer/>`__
-- `Cinder <http://docs.openstack.org/developer/cinder/>`__
-- `CloudKitty <http://docs.openstack.org/developer/cloudkitty/>`__
-- `Congress <http://docs.openstack.org/developer/congress/>`__
-- `Designate <http://docs.openstack.org/developer/designate/>`__
+- `Aodh <https://docs.openstack.org/aodh/latest/>`__
+- `Barbican <https://docs.openstack.org/barbican/latest/>`__
+- `Bifrost <https://docs.openstack.org/bifrost/latest/>`__
+- `Ceilometer <https://docs.openstack.org/ceilometer/latest/>`__
+- `Cinder <https://docs.openstack.org/cinder/latest/>`__
+- `CloudKitty <https://docs.openstack.org/cloudkitty/latest/>`__
+- `Congress <https://docs.openstack.org/congress/latest/>`__
+- `Designate <https://docs.openstack.org/designate/latest/>`__
 - `Freezer <https://wiki.openstack.org/wiki/Freezer-docs>`__
-- `Glance <http://docs.openstack.org/developer/glance/>`__
-- `Heat <http://docs.openstack.org/developer/heat/>`__
-- `Horizon <http://docs.openstack.org/developer/horizon/>`__
-- `Ironic <http://docs.openstack.org/developer/ironic/>`__
-- `Karbor <http://docs.openstack.org/developer/karbor/>`__
-- `Keystone <http://docs.openstack.org/developer/keystone/>`__
-- `Kuryr <http://docs.openstack.org/developer/kuryr/>`__
-- `Magnum <http://docs.openstack.org/developer/magnum/>`__
-- `Manila <http://docs.openstack.org/developer/manila/>`__
-- `Mistral <http://docs.openstack.org/developer/mistral/>`__
-- `Murano <http://docs.openstack.org/developer/murano/>`__
-- `Neutron <http://docs.openstack.org/developer/neutron/>`__
-- `Nova <http://docs.openstack.org/developer/nova/>`__
-- `Octavia <http://docs.openstack.org/developer/octavia/>`__
-- `Panko <http://docs.openstack.org/developer/panko/>`__
-- `Rally <http://docs.openstack.org/developer/rally/>`__
-- `Sahara <http://docs.openstack.org/developer/sahara/>`__
-- `Searchlight <http://docs.openstack.org/developer/searchlight/>`__
-- `Senlin <http://docs.openstack.org/developer/senlin/>`__
-- `Solum <http://docs.openstack.org/developer/solum/>`__
-- `Swift <http://docs.openstack.org/developer/swift/>`__
-- `Tacker <http://docs.openstack.org/developer/tacker/>`__
-- `Tempest <http://docs.openstack.org/developer/tempest/>`__
-- `Trove <http://docs.openstack.org/developer/trove/>`__
-- `Vmtp <http://vmtp.readthedocs.io/en/latest/>`__
-- `Watcher <http://docs.openstack.org/developer/watcher/>`__
-- `Zaqar <http://docs.openstack.org/developer/zaqar/>`__
-- `Zun <http://wiki.openstack.org/wiki/zun>`__
+- `Glance <https://docs.openstack.org/glance/latest/>`__
+- `Heat <https://docs.openstack.org/heat/latest/>`__
+- `Horizon <https://docs.openstack.org/horizon/latest/>`__
+- `Ironic <https://docs.openstack.org/ironic/latest/>`__
+- `Karbor <https://docs.openstack.org/karbor/latest/>`__
+- `Keystone <https://docs.openstack.org/keystone/latest/>`__
+- `Kuryr <https://docs.openstack.org/kuryr/latest/>`__
+- `Magnum <https://docs.openstack.org/magnum/latest/>`__
+- `Manila <https://docs.openstack.org/manila/latest/>`__
+- `Mistral <https://docs.openstack.org/mistral/latest/>`__
+- `Murano <https://docs.openstack.org/murano/latest/>`__
+- `Neutron <https://docs.openstack.org/neutron/latest/>`__
+- `Nova <https://docs.openstack.org/nova/latest/>`__
+- `Octavia <https://docs.openstack.org/octavia/latest/>`__
+- `Panko <https://docs.openstack.org/panko/latest/>`__
+- `Rally <https://docs.openstack.org/rally/latest/>`__
+- `Sahara <https://docs.openstack.org/sahara/latest/>`__
+- `Searchlight <https://docs.openstack.org/searchlight/latest/>`__
+- `Senlin <https://docs.openstack.org/senlin/latest/>`__
+- `Solum <https://docs.openstack.org/solum/latest/>`__
+- `Swift <https://docs.openstack.org/swift/latest/>`__
+- `Tacker <https://docs.openstack.org/tacker/latest/>`__
+- `Tempest <https://docs.openstack.org/tempest/latest/>`__
+- `Trove <https://docs.openstack.org/trove/latest/>`__
+- `Vmtp <https://vmtp.readthedocs.io/en/latest/>`__
+- `Watcher <https://docs.openstack.org/watcher/latest/>`__
+- `Zaqar <https://docs.openstack.org/zaqar/latest/>`__
+- `Zun <https://docs.openstack.org/zun/latest/>`__
 
 Infrastructure components
 -------------------------
diff --git a/ansible/roles/horizon/templates/local_settings.j2 b/ansible/roles/horizon/templates/local_settings.j2
index d6b9345883..bc6d995465 100644
--- a/ansible/roles/horizon/templates/local_settings.j2
+++ b/ansible/roles/horizon/templates/local_settings.j2
@@ -734,7 +734,7 @@ SECURITY_GROUP_RULES = {
 #  $glance --os-image-api-version 2 help md-namespace-import
 #  $glance-manage db_load_metadefs <directory_with_definition_files>
 #
-# See Metadata Definitions on: http://docs.openstack.org/developer/glance/
+# See Metadata Definitions on: https://docs.openstack.org/glance/latest/
 
 # TODO: (david-lyle) remove when plugins support settings natively
 # Note: This is only used when the Sahara plugin is configured and enabled
diff --git a/doc/CONTRIBUTING.rst b/doc/CONTRIBUTING.rst
index 6cc96b9bec..64f4e7bdfb 100644
--- a/doc/CONTRIBUTING.rst
+++ b/doc/CONTRIBUTING.rst
@@ -33,7 +33,7 @@ Development Environment
 Please follow our `quickstart`_ to deploy your environment and test your
 changes.
 
-.. _quickstart: http://docs.openstack.org/developer/kolla-ansible/quickstart.html
+.. _quickstart: https://docs.openstack.org/kolla-ansible/latest/quickstart.html
 
 Please use the existing sandbox repository, available at
 https://git.openstack.org/cgit/openstack-dev/sandbox, for learning, understanding
diff --git a/doc/bifrost.rst b/doc/bifrost.rst
index 81d68d6f20..38c755ae38 100644
--- a/doc/bifrost.rst
+++ b/doc/bifrost.rst
@@ -166,7 +166,7 @@ group.  In the ``all-in-one`` and ``multinode`` inventory files, a ``bifrost``
 group is defined which contains all hosts in the ``deployment`` group.  This
 top level ``deployment`` group is intended to represent the host running the
 ``bifrost_deploy`` container.  By default, this group contains ``localhost``.
-See `Multinode Deployment of Kolla <https://docs.openstack.org/developer/kolla-ansible/multinode.html>`_
+See `Multinode Deployment of Kolla <https://docs.openstack.org/kolla-ansible/latest/multinode.html>`_
 for details on how to modify the Ansible inventory in a multinode deployment.
 
 Bifrost does not currently support running on multiple hosts so the ``bifrost``
@@ -285,7 +285,7 @@ For example to use the ``debian`` Disk Image Builder OS element:
    dib_os_element: debian
 
 See the `diskimage-builder documentation
-<http://docs.openstack.org/developer/diskimage-builder/>`__ for more details.
+<https://docs.openstack.org/diskimage-builder/latest/>`__ for more details.
 
 Deploy Bifrost
 --------------
@@ -467,9 +467,9 @@ done remotely with ``ipmitool`` and Serial Over LAN. For example
 References
 ==========
 
-Bifrost documentation: http://docs.openstack.org/developer/bifrost/
+Bifrost documentation: https://docs.openstack.org/bifrost/latest/
 
-Bifrost troubleshooting guide: http://docs.openstack.org/developer/bifrost/troubleshooting.html
+Bifrost troubleshooting guide: https://docs.openstack.org/bifrost/latest/troubleshooting.html
 
 Bifrost code repository: https://github.com/openstack/bifrost
 
diff --git a/doc/designate-guide.rst b/doc/designate-guide.rst
index 2c75ab5f28..fa3e976072 100644
--- a/doc/designate-guide.rst
+++ b/doc/designate-guide.rst
@@ -119,4 +119,4 @@ Query instance DNS information to Designate ``dns_interface`` IP address:
 
 For more information about how Designate works, see
 `Designate, a DNSaaS component for OpenStack
-<http://docs.openstack.org/developer/designate>`__.
+<https://docs.openstack.org/designate/latest/>`__.
diff --git a/doc/index.rst b/doc/index.rst
index 252c21adea..420fc1f4d5 100644
--- a/doc/index.rst
+++ b/doc/index.rst
@@ -31,7 +31,7 @@ suit the operator's exact requirements.
 
 For information on building container images for use with Kolla-Ansible, please
 refer to the `Kolla image documentation
-<http://docs.openstack.org/developer/kolla>`_.
+<https://docs.openstack.org/kolla/latest/>`_.
 
 
 Overview
diff --git a/doc/ironic-guide.rst b/doc/ironic-guide.rst
index 1a75ff7da0..df7ebb616c 100644
--- a/doc/ironic-guide.rst
+++ b/doc/ironic-guide.rst
@@ -49,7 +49,7 @@ Set ironic_console_serial_speed in ``/etc/kolla/globals.yml``:
 
     ironic_console_serial_speed: 9600n8
 
-.. _web_console_documentation: https://docs.openstack.org/developer/ironic/deploy/console.html#node-web-console
+.. _web_console_documentation: https://docs.openstack.org/ironic/latest/admin/console.html#node-web-console
 
 Post-deployment configuration
 =============================
@@ -72,4 +72,4 @@ Create the flat network to launch the instances:
 And then the above ID is used to set cleaning_network_uuid in the neutron
 section of ironic.conf.
 
-.. _documentation: http://docs.openstack.org/developer/ironic/deploy/install-guide.html
+.. _documentation: https://docs.openstack.org/ironic/latest/install/index.html
diff --git a/doc/manila-guide.rst b/doc/manila-guide.rst
index 4436af5c97..d72a3b30c1 100644
--- a/doc/manila-guide.rst
+++ b/doc/manila-guide.rst
@@ -307,7 +307,7 @@ Modify the file ``/etc/kolla/config/manila.conf`` and add the contents:
 
     Share migration requires have more than one back end configured.
     `Configure multiple back ends
-    <http://docs.openstack.org/developer/kolla/manila-hnas-guide.html#configure-multiple-back-ends>`__.
+    <https://docs.openstack.org/kolla-ansible/latest/manila-hnas-guide.html#configure-multiple-back-ends>`__.
 
 Use the manila migration command, as shown in the following example:
 
diff --git a/doc/manila-hnas-guide.rst b/doc/manila-hnas-guide.rst
index aa5e9f8aa7..258c7e5b80 100644
--- a/doc/manila-hnas-guide.rst
+++ b/doc/manila-hnas-guide.rst
@@ -327,4 +327,4 @@ For more information about how to manage shares, see the
 
 For more information about how HNAS driver works, see
 `Hitachi NAS Platform File Services Driver for OpenStack
-<http://docs.openstack.org/developer/manila/devref/hitachi_hnas_driver.html>`__.
+<https://docs.openstack.org/manila/latest/devref/hitachi_hnas_driver.html>`__.
diff --git a/doc/multinode.rst b/doc/multinode.rst
index 95113b64c9..435ee3e621 100644
--- a/doc/multinode.rst
+++ b/doc/multinode.rst
@@ -201,4 +201,4 @@ Run the deployment:
 
     kolla-ansible deploy -i <path/to/multinode/inventory/file>
 
-.. _Building Container Images: http://docs.openstack.org/developer/kolla/image-building.html
+.. _Building Container Images: https://docs.openstack.org/kolla/latest/image-building.html
diff --git a/doc/osprofiler-guide.rst b/doc/osprofiler-guide.rst
index b5ce2a7734..b94b655716 100644
--- a/doc/osprofiler-guide.rst
+++ b/doc/osprofiler-guide.rst
@@ -54,4 +54,4 @@ The previous command will output the command to retrieve OSprofiler trace.
 
 For more information about how OSprofiler works, see
 `OSProfiler – Cross-project profiling library
-<https://docs.openstack.org/developer/osprofiler/>`__.
+<https://docs.openstack.org/osprofiler/latest/>`__.
diff --git a/doc/quickstart.rst b/doc/quickstart.rst
index e7f7bb6578..e881ba6c92 100644
--- a/doc/quickstart.rst
+++ b/doc/quickstart.rst
@@ -29,7 +29,7 @@ bare metal or a virtual machine with Kolla.
 
 If developing Kolla on a system that provides VirtualBox or Libvirt in addition
 to Vagrant, use the Vagrant virtual environment documented in
-`Development Environment with Vagrant <https://docs.openstack.org/developer/kolla-ansible/vagrant-dev-env.html>`_.
+`Development Environment with Vagrant <https://docs.openstack.org/kolla-ansible/latest/vagrant-dev-env.html>`_.
 
 Prerequisites
 =============
@@ -538,7 +538,7 @@ Deploy Kolla
 Kolla-Ansible is used to deploy containers by using images built by Kolla.
 There are two methods of deployment: *all-in-one* and *multinode*.  The
 *all-in-one* deployment is similar to `devstack
-<http://docs.openstack.org/developer/devstack/>`__ deploy which installs all
+<https://docs.openstack.org/devstack/latest/>`__ deploy which installs all
 OpenStack services on a single host. In the *multinode* deployment, OpenStack
 services can be run on specific hosts. This documentation describes deploying
 an *all-in-one* setup. To setup *multinode* see the
@@ -693,4 +693,4 @@ default to ``kolla_internal_vip_address``.
 
 .. _Docker Hub Image Registry: https://hub.docker.com/u/kolla/
 .. _launchpad bug: https://bugs.launchpad.net/kolla/+filebug
-.. _Building Container Images: http://docs.openstack.org/developer/kolla/image-building.html
+.. _Building Container Images: https://docs.openstack.org/kolla/latest/image-building.html
diff --git a/doc/running-tests.rst b/doc/running-tests.rst
index 58b997bd2f..317f2d9483 100644
--- a/doc/running-tests.rst
+++ b/doc/running-tests.rst
@@ -98,7 +98,7 @@ Then run ``tox`` with the debug environment as one of the following::
   tox -e debug test_file_name.TestClass.test_name
 
 For more information see the `oslotest documentation
-<http://docs.openstack.org/developer/oslotest/features.html#debugging-with-oslo-debug-helper>`_.
+<https://docs.openstack.org/oslotest/latest/user/features.html#debugging-with-oslo-debug-helper>`_.
 
 
 .. rubric:: Footnotes
diff --git a/doc/vagrant-dev-env.rst b/doc/vagrant-dev-env.rst
index edc476a2f0..9c9a0c0756 100644
--- a/doc/vagrant-dev-env.rst
+++ b/doc/vagrant-dev-env.rst
@@ -187,4 +187,4 @@ Further Reading
 All Vagrant documentation can be found at
 `docs.vagrantup.com <http://docs.vagrantup.com>`__.
 
-.. _Building Container Images: http://docs.openstack.org/developer/kolla/image-building.html
+.. _Building Container Images: https://docs.openstack.org/kolla/latest/image-building.html
diff --git a/doc/zun-guide.rst b/doc/zun-guide.rst
index 9f02692a35..0fbc760433 100644
--- a/doc/zun-guide.rst
+++ b/doc/zun-guide.rst
@@ -9,7 +9,7 @@ Preparation and Deployment
 --------------------------
 
 Zun requires kuryr and etcd services, for more information about how to
-configure kuryr refer to `Kuryr Guide <https://docs.openstack.org/developer/kolla-ansible/kuryr-guide.html>`_.
+configure kuryr refer to `Kuryr Guide <https://docs.openstack.org/kolla-ansible/latest/kuryr-guide.html>`_.
 
 To allow Zun Compute connect to the Docker Daemon, add the following in the
 ``docker.service`` file on each zun-compute node.
diff --git a/releasenotes/notes/dockerfile-customizations-26981ebefe3b710b.yaml b/releasenotes/notes/dockerfile-customizations-26981ebefe3b710b.yaml
index b9557e9fb6..9c101529ca 100644
--- a/releasenotes/notes/dockerfile-customizations-26981ebefe3b710b.yaml
+++ b/releasenotes/notes/dockerfile-customizations-26981ebefe3b710b.yaml
@@ -2,7 +2,7 @@
 prelude: >
     In Newton cycle we included means to change various things in Kolla images
     using override file. Full customization guide can be found here
-    http://docs.openstack.org/developer/kolla/image-building.html#dockerfile-customisation
+    https://docs.openstack.org/kolla/latest/image-building.html#dockerfile-customisation
 features:
     - Customization mechanism for dockerfile
     - Customization implemented in most of OpenStack services