diff --git a/doc/source/infra.rst b/doc/source/infra.rst
index 4917649..fc59921 100644
--- a/doc/source/infra.rst
+++ b/doc/source/infra.rst
@@ -68,19 +68,19 @@ repository.
 * `upstream-translation-update.yaml <https://git.openstack.org/cgit/openstack-infra/project-config/tree/playbooks/translation/upstream-translation-update.yaml>`__
 
   * Implements the first Zuul job (Syncing to Zanata) by executing
-    `upstream_translation_update.sh <http://git.openstack.org/cgit/openstack-infra/project-config/tree/jenkins/scripts/upstream_translation_update.sh>`__
+    `upstream_translation_update.sh <https://git.openstack.org/cgit/openstack-infra/project-config/tree/roles/prep-zanata/files/upstream_translation_update.sh>`__
 
 * `propose-translation-update.yaml <https://git.openstack.org/cgit/openstack-infra/project-config/tree/playbooks/translation/propose-translation-update.yaml>`__
 
   * Carries out the second Zuul job (Syncing into repos) by executing
-    `propose_translation_update.sh <http://git.openstack.org/cgit/openstack-infra/project-config/tree/jenkins/scripts/propose_translation_update.sh>`__
+    `propose_translation_update.sh <https://git.openstack.org/cgit/openstack-infra/project-config/tree/roles/prep-zanata/files/propose_translation_update.sh>`__
 
-* `common_translation_update.sh <http://git.openstack.org/cgit/openstack-infra/project-config/tree/jenkins/scripts/common_translation_update.sh>`__
+* `common_translation_update.sh <https://git.openstack.org/cgit/openstack-infra/project-config/tree/roles/prep-zanata/files/common_translation_update.sh>`__
 
   * Common code used by **propose_translation_update.sh** and
     **upstream_translation_update.sh**
 
-* `create-zanata-xml.py <http://git.openstack.org/cgit/openstack-infra/project-config/tree/jenkins/scripts/create-zanata-xml.py>`__
+* `create-zanata-xml.py <https://git.openstack.org/cgit/openstack-infra/project-config/tree/roles/prep-zanata/files/create-zanata-xml.py>`__
 
   * Python script to setup projects for Zanata
 
diff --git a/doc/source/lang_team.rst b/doc/source/lang_team.rst
index 558ff1d..cbb137d 100644
--- a/doc/source/lang_team.rst
+++ b/doc/source/lang_team.rst
@@ -86,5 +86,5 @@ You can enroll more people to join and start your translation work.
 
 Keep in mind to work with your `local user group
 <https://groups.openstack.org/>`_ and the `OpenStack Ambassadors
-<https://wiki.openstack.org/wiki/Community/AmbassadorProgram>`_
+<https://groups.openstack.org/ambassador-program>`_
 to raise awareness and gather members :)
diff --git a/doc/source/official_translator.rst b/doc/source/official_translator.rst
index 622958c..8a71b99 100644
--- a/doc/source/official_translator.rst
+++ b/doc/source/official_translator.rst
@@ -115,7 +115,7 @@ http://governance.openstack.org/reference/projects/i18n.html#extra-atcs.
 The statistics are calculated using
 `a Python script <http://git.openstack.org/cgit/openstack/i18n/tree/tools/zanata/zanata_stats.py>`__
 powered by
-`Zanata statistics API <https://zanata.ci.cloudbees.com/job/zanata-api-site/site/zanata-common-api/rest-api-docs/resource_StatisticsResource.html>`__.
+`Zanata statistics API <http://zanata.org/zanata-platform/rest-api-docs/resource_StatisticsResource.html>`__
 Translator list is maintained by
 `translation_team.yaml <http://git.openstack.org/cgit/openstack/i18n/tree/tools/zanata/translation_team.yaml>`__
 stored in `openstack/i18n git repository <http://git.openstack.org/cgit/openstack/i18n>`__.