6 files changed, 12 insertions, 4 deletions
diff --git a/doc/development/fe_guide/storybook.md b/doc/development/fe_guide/storybook.md
index 3ccb13b5bff..d4b65f3232a 100644
--- a/doc/development/fe_guide/storybook.md
+++ b/doc/development/fe_guide/storybook.md
@@ -49,3 +49,9 @@ To add a story:
    - Specify the `title` field of the story as the component's file path from the `javascripts/` directory,
      e.g. if the component is located at `app/assets/javascripts/vue_shared/components/sidebar/todo_toggle/todo_button.vue`, specify the `title` as
      `vue_shared/components/To-do Button`. This will ensure the Storybook navigation maps closely to our internal directory structure.
+
+## Mock backend APIs
+
+GitLab’s Storybook uses [MirajeJS](https://miragejs.com/) to mock REST and GraphQL APIs. Storybook shares the MirajeJS server
+with the [frontend integration tests](../testing_guide/testing_levels.md#frontend-integration-tests). You can find the MirajeJS
+configuration files in `spec/frontend_integration/mock_server`.
diff --git a/doc/development/redis.md b/doc/development/redis.md
index 13ec923c19a..a04ca94ad91 100644
--- a/doc/development/redis.md
+++ b/doc/development/redis.md
@@ -15,6 +15,8 @@ GitLab uses [Redis](https://redis.io) for the following distinct purposes:
 - To manage the shared application state.
 - To store CI trace chunks.
 - As a Pub/Sub queue backend for ActionCable.
+- CI trace chunk storage.
+- Rate limiting state storage.
 
 In most environments (including the GDK), all of these point to the same
 Redis instance.
diff --git a/doc/development/service_ping/dictionary.md b/doc/development/service_ping/dictionary.md
index e7e8464ff7a..810c789bc03 100644
--- a/doc/development/service_ping/dictionary.md
+++ b/doc/development/service_ping/dictionary.md
@@ -1,4 +1,4 @@
 ---
-redirect_to: 'https://gitlab-org.gitlab.io/growth/product-intelligence/metric-dictionary'
+redirect_to: 'https://metrics.gitlab.com/index.html'
 remove_date: '2021-11-10'
 ---
diff --git a/doc/development/service_ping/metrics_dictionary.md b/doc/development/service_ping/metrics_dictionary.md
index a2eb0ddb821..c1478e6290e 100644
--- a/doc/development/service_ping/metrics_dictionary.md
+++ b/doc/development/service_ping/metrics_dictionary.md
@@ -7,7 +7,7 @@ info: To determine the technical writer assigned to the Stage/Group associated w
 # Metrics Dictionary Guide
 
 [Service Ping](index.md) metrics are defined in the
-[Metrics Dictionary](https://gitlab-org.gitlab.io/growth/product-intelligence/metric-dictionary).
+[Metrics Dictionary](https://metrics.gitlab.com/index.html).
 This guide describes the dictionary and how it's implemented.
 
 ## Metrics Definition and validation
diff --git a/doc/development/service_ping/review_guidelines.md b/doc/development/service_ping/review_guidelines.md
index 048b705636f..eb64d460b5a 100644
--- a/doc/development/service_ping/review_guidelines.md
+++ b/doc/development/service_ping/review_guidelines.md
@@ -14,7 +14,7 @@ general best practices for code reviews, refer to our [code review guide](../cod
 ## Resources for reviewers
 
 - [Service Ping Guide](index.md)
-- [Metrics Dictionary](https://gitlab-org.gitlab.io/growth/product-intelligence/metric-dictionary)
+- [Metrics Dictionary](https://metrics.gitlab.com/index.html)
 
 ## Review process
 
diff --git a/doc/development/usage_ping/dictionary.md b/doc/development/usage_ping/dictionary.md
index e7e8464ff7a..810c789bc03 100644
--- a/doc/development/usage_ping/dictionary.md
+++ b/doc/development/usage_ping/dictionary.md
@@ -1,4 +1,4 @@
 ---
-redirect_to: 'https://gitlab-org.gitlab.io/growth/product-intelligence/metric-dictionary'
+redirect_to: 'https://metrics.gitlab.com/index.html'
 remove_date: '2021-11-10'
 ---