Convert absolute links to relative in /ci docs

Fix more links after review

Update redirect_from link

Apply suggestion to doc/ci/introduction/index.md

Apply suggestion to doc/ci/README.md

Apply suggestion to doc/ci/README.md

Make front matter redirect_from links absolute

Change front matter to fix discus comments

18 files changed, 54 insertions, 57 deletions

diff --git a/doc/ci/README.md b/doc/ci/README.md
index 8b70699cdb5..1743c38eb46 100644
--- a/doc/ci/README.md
+++ b/doc/ci/README.md
@@ -63,7 +63,7 @@ Once you're familiar with how GitLab CI/CD works, see the
 for all the attributes you can set and use.
 
 NOTE: **Note:**
-GitLab CI/CD and [shared runners](runners/README.md#shared-specific-and-group-runners) are enabled in GitLab.com and available for all users, limited only to the [user's pipelines quota](https://docs.gitlab.com/ee/user/admin_area/settings/continuous_integration.html#extra-shared-runners-pipeline-minutes-quota).
+GitLab CI/CD and [shared runners](runners/README.md#shared-specific-and-group-runners) are enabled in GitLab.com and available for all users, limited only to the [user's pipelines quota](../user/admin_area/settings/continuous_integration.md#extra-shared-runners-pipeline-minutes-quota).
 
 ## Configuration
 
@@ -101,10 +101,10 @@ Its feature set is listed on the table below according to DevOps stages.
 | [ChatOps](chatops/README.md) | Trigger CI jobs from chat, with results sent back to the channel. |
 |---+---|
 | **Verify** ||
-| [Browser Performance Testing](https://docs.gitlab.com/ee/user/project/merge_requests/browser_performance_testing.html) | Quickly determine the performance impact of pending code changes. |
+| [Browser Performance Testing](../user/project/merge_requests/browser_performance_testing.md) | Quickly determine the performance impact of pending code changes. |
 | [CI services](services/README.md) | Link Docker containers with your base image.|
-| [Code Quality](https://docs.gitlab.com/ee/user/project/merge_requests/code_quality.html) **[STARTER]** | Analyze your source code quality. |
-| [GitLab CI/CD for external repositories](https://docs.gitlab.com/ee/ci/ci_cd_for_external_repos/) **[PREMIUM]** | Get the benefits of GitLab CI/CD combined with repositories in GitHub and BitBucket Cloud. |
+| [Code Quality](../user/project/merge_requests/code_quality.md) **[STARTER]** | Analyze your source code quality. |
+| [GitLab CI/CD for external repositories](ci_cd_for_external_repos/index.md) **[PREMIUM]** | Get the benefits of GitLab CI/CD combined with repositories in GitHub and BitBucket Cloud. |
 | [Interactive Web Terminals](interactive_web_terminal/index.md) **[CORE ONLY]** | Open an interactive web terminal to debug the running jobs. |
 | [JUnit tests](junit_test_reports.md) | Identify script failures directly on merge requests. |
 | [Using Docker images](docker/using_docker_images.md) | Use GitLab and GitLab Runner with Docker to build and test applications. |
@@ -112,18 +112,18 @@ Its feature set is listed on the table below according to DevOps stages.
 | **Release** ||
 | [Auto Deploy](../topics/autodevops/index.md#auto-deploy) | Deploy your application to a production environment in a Kubernetes cluster. |
 | [Building Docker images](docker/using_docker_build.md) | Maintain Docker-based projects using GitLab CI/CD. |
-| [Canary Deployments](https://docs.gitlab.com/ee/user/project/canary_deployments.html) **[PREMIUM]** | Ship features to only a portion of your pods and let a percentage of your user base to visit the temporarily deployed feature. |
-| [Deploy Boards](https://docs.gitlab.com/ee/user/project/deploy_boards.html) **[PREMIUM]** | Check the current health and status of each CI/CD environment running on Kubernetes. |
-| [Feature Flags](https://docs.gitlab.com/ee/user/project/operations/feature_flags.html) **[PREMIUM]** | Deploy your features behind Feature Flags. |
+| [Canary Deployments](../user/project/canary_deployments.md) **[PREMIUM]** | Ship features to only a portion of your pods and let a percentage of your user base to visit the temporarily deployed feature. |
+| [Deploy Boards](../user/project/deploy_boards.md) **[PREMIUM]** | Check the current health and status of each CI/CD environment running on Kubernetes. |
+| [Feature Flags](../user/project/operations/feature_flags.md) **[PREMIUM]** | Deploy your features behind Feature Flags. |
 | [GitLab Pages](../user/project/pages/index.md) | Deploy static websites. |
 | [GitLab Releases](../user/project/releases/index.md) | Add release notes to Git tags. |
 | [Review Apps](review_apps/index.md) | Configure GitLab CI/CD to preview code changes. |
 |---+---|
 | **Secure** ||
-| [Container Scanning](https://docs.gitlab.com/ee/ci/examples/container_scanning.html) **[ULTIMATE]** | Check your Docker containers for known vulnerabilities.|
-| [Dependency Scanning](https://docs.gitlab.com/ee/ci/examples/dependency_scanning.html) **[ULTIMATE]** | Analyze your dependencies for known vulnerabilities. |
-| [License Management](https://docs.gitlab.com/ee/user/application_security/license_management/) **[ULTIMATE]** | Search your project dependencies for their licenses. |
-| [Security Test reports](https://docs.gitlab.com/ee/user/project/merge_requests/#security-reports-ultimate) **[ULTIMATE]** | Check for app vulnerabilities. |
+| [Container Scanning](../user/application_security/container_scanning/index.md) **[ULTIMATE]** | Check your Docker containers for known vulnerabilities.|
+| [Dependency Scanning](../user/application_security/dependency_scanning/index.md) **[ULTIMATE]** | Analyze your dependencies for known vulnerabilities. |
+| [License Management](../user/application_security/license_management/index.md) **[ULTIMATE]** | Search your project dependencies for their licenses. |
+| [Security Test reports](../user/project/merge_requests/index.md#security-reports-ultimate) **[ULTIMATE]** | Check for app vulnerabilities. |
 
 ## Examples
 
diff --git a/doc/ci/ci_cd_for_external_repos/bitbucket_integration.md b/doc/ci/ci_cd_for_external_repos/bitbucket_integration.md
index 9126eb65f07..bbb25c78ec5 100644
--- a/doc/ci/ci_cd_for_external_repos/bitbucket_integration.md
+++ b/doc/ci/ci_cd_for_external_repos/bitbucket_integration.md
@@ -6,7 +6,7 @@ type: howto
 
 GitLab CI/CD can be used with Bitbucket Cloud by:
 
-1. Creating a [CI/CD project](https://docs.gitlab.com/ee/user/project/ci_cd_for_external_repo.html).
+1. Creating a [CI/CD project](../../user/project/ci_cd_for_external_repo.md).
 1. Connecting your Git repository via URL.
 
 To use GitLab CI/CD with a Bitbucket Cloud repository:
diff --git a/doc/ci/ci_cd_for_external_repos/github_integration.md b/doc/ci/ci_cd_for_external_repos/github_integration.md
index 2a8ddb610f9..53b36181062 100644
--- a/doc/ci/ci_cd_for_external_repos/github_integration.md
+++ b/doc/ci/ci_cd_for_external_repos/github_integration.md
@@ -32,7 +32,7 @@ GitLab will:
 
 1. Import the project.
 1. Enable [Pull Mirroring](../../workflow/repository_mirroring.md#pulling-from-a-remote-repository-starter).
-1. Enable [GitHub project integration](https://docs.gitlab.com/ee/user/project/integrations/github.html).
+1. Enable [GitHub project integration](../../user/project/integrations/github.md).
 1. Create a web hook on GitHub to notify GitLab of new commits.
 
 CAUTION: **Caution:**
@@ -69,12 +69,9 @@ repositories:
 
 1. In GitHub, add a `.gitlab-ci.yml` to [configure GitLab CI/CD](../quick_start/README.md).
 
-GitLab will:
-
-1. Import the project.
-1. Enable [Pull Mirroring](../../workflow/repository_mirroring.md#pulling-from-a-remote-repository-starter).
-1. Enable [GitHub project integration](https://docs.gitlab.com/ee/user/project/integrations/github.html).
-1. Create a web hook on GitHub to notify GitLab of new commits.
+GitLab will import the project, enable [Pull Mirroring](../../workflow/repository_mirroring.md#pulling-from-a-remote-repository-starter), enable
+[GitHub project integration](../../user/project/integrations/github.md), and create a web hook
+on GitHub to notify GitLab of new commits.
 
 ## Connect manually
 
@@ -99,7 +96,7 @@ your repository:
 
     GitLab will automatically configure polling-based pull mirroring.
 
-1. Still in GitLab, enable the [GitHub project integration](https://docs.gitlab.com/ee/user/project/integrations/github.html)
+1. Still in GitLab, enable the [GitHub project integration](../../user/project/integrations/github.md)
    from **Settings > Integrations.**
 
     Check the **Active** checkbox to enable the integration, paste your
diff --git a/doc/ci/environments.md b/doc/ci/environments.md
index bd419965a9c..a32dbc11a33 100644
--- a/doc/ci/environments.md
+++ b/doc/ci/environments.md
@@ -734,7 +734,7 @@ Below are some links you may find interesting:
 - [The `.gitlab-ci.yml` definition of environments](yaml/README.md#environment)
 - [A blog post on Deployments & Environments](https://about.gitlab.com/2016/08/26/ci-deployment-and-environments/)
 - [Review Apps - Use dynamic environments to deploy your code for every branch](review_apps/index.md)
-- [Deploy Boards for your applications running on Kubernetes](https://docs.gitlab.com/ee/user/project/deploy_boards.html) **[PREMIUM]**
+- [Deploy Boards for your applications running on Kubernetes](../user/project/deploy_boards.md) **[PREMIUM]**
 
 <!-- ## Troubleshooting
 
diff --git a/doc/ci/examples/README.md b/doc/ci/examples/README.md
index d2ea30839a4..a8acc127a11 100644
--- a/doc/ci/examples/README.md
+++ b/doc/ci/examples/README.md
@@ -47,7 +47,7 @@ to get paid for writing complete articles for GitLab.
 
 ## Adding templates to your GitLab installation **[PREMIUM ONLY]**
 
-If you want to have customized examples and templates for your own self-managed GitLab instance available to your team, your GitLab administrator can [designate an instance template repository](https://docs.gitlab.com/ee/user/admin_area/settings/instance_template_repository.html) that contains examples and templates specific to your enterprise.
+If you want to have customized examples and templates for your own self-managed GitLab instance available to your team, your GitLab administrator can [designate an instance template repository](../../user/admin_area/settings/instance_template_repository.md) that contains examples and templates specific to your enterprise.
 
 ## Other resources
 
diff --git a/doc/ci/examples/artifactory_and_gitlab/index.md b/doc/ci/examples/artifactory_and_gitlab/index.md
index e85a13f2187..2117b342903 100644
--- a/doc/ci/examples/artifactory_and_gitlab/index.md
+++ b/doc/ci/examples/artifactory_and_gitlab/index.md
@@ -106,7 +106,7 @@ parameter in `.gitlab-ci.yml` to use the custom location instead of the default
 Now it's time we set up [GitLab CI/CD](https://about.gitlab.com/product/continuous-integration/) to automatically build, test and deploy the dependency!
 
 GitLab CI/CD uses a file in the root of the repo, named `.gitlab-ci.yml`, to read the definitions for jobs
-that will be executed by the configured GitLab Runners. You can read more about this file in the [GitLab Documentation](https://docs.gitlab.com/ee/ci/yaml/).
+that will be executed by the configured GitLab Runners. You can read more about this file in the [GitLab Documentation](../../yaml/README.md).
 
 First of all, remember to set up variables for your deployment. Navigate to your project's **Settings > CI/CD > Environment variables** page
 and add the following ones (replace them with your current values, of course):
diff --git a/doc/ci/examples/browser_performance.md b/doc/ci/examples/browser_performance.md
index 4c42811edf4..8ecac4a5a4f 100644
--- a/doc/ci/examples/browser_performance.md
+++ b/doc/ci/examples/browser_performance.md
@@ -60,7 +60,7 @@ provide a list of URLs to test, please see the
 TIP: **Tip:**
 For [GitLab Premium](https://about.gitlab.com/pricing/) users, key metrics are automatically
 extracted and shown right in the merge request widget.
-[Learn more on Browser Performance Testing in merge requests](https://docs.gitlab.com/ee/user/project/merge_requests/browser_performance_testing.html).
+[Learn more on Browser Performance Testing in merge requests](../../user/project/merge_requests/browser_performance_testing.md).
 
 ## Performance testing on Review Apps
 
diff --git a/doc/ci/examples/code_climate.md b/doc/ci/examples/code_climate.md
index b34637efc8d..dc5a8ae119b 100644
--- a/doc/ci/examples/code_climate.md
+++ b/doc/ci/examples/code_climate.md
@@ -1,5 +1,4 @@
 ---
-redirect_from: 'https://docs.gitlab.com/ee/ci/examples/code_climate.html'
 redirect_to: code_quality.md
 ---
 
diff --git a/doc/ci/examples/code_quality.md b/doc/ci/examples/code_quality.md
index 4a9bfa51528..43f773dab7c 100644
--- a/doc/ci/examples/code_quality.md
+++ b/doc/ci/examples/code_quality.md
@@ -1,4 +1,5 @@
 ---
+redirect_from: 'https://docs.gitlab.com/ee/ci/examples/code_climate.html'
 type: reference, howto
 ---
 
@@ -31,7 +32,7 @@ Due to implementation limitations we always take the latest Code Quality artifac
 TIP: **Tip:**
 For [GitLab Starter][ee] users, this information will be automatically
 extracted and shown right in the merge request widget.
-[Learn more on Code Quality in merge requests](https://docs.gitlab.com/ee/user/project/merge_requests/code_quality.html).
+[Learn more on Code Quality in merge requests](../../user/project/merge_requests/code_quality.md).
 
 ## Previous job definitions
 
diff --git a/doc/ci/examples/container_scanning.md b/doc/ci/examples/container_scanning.md
index 4d41e424f4a..6570f6b2d98 100644
--- a/doc/ci/examples/container_scanning.md
+++ b/doc/ci/examples/container_scanning.md
@@ -1,5 +1,5 @@
 ---
-redirect_to: 'https://docs.gitlab.com/ee/user/application_security/container_scanning/index.html'
+redirect_to: '../../user/application_security/container_scanning/index.md'
 ---
 
-This document was moved to [another location](https://docs.gitlab.com/ee/user/application_security/container_scanning/index.html).
+This document was moved to [another location](../../user/application_security/container_scanning/index.md).
diff --git a/doc/ci/examples/dast.md b/doc/ci/examples/dast.md
index b676c661267..9591abfc276 100644
--- a/doc/ci/examples/dast.md
+++ b/doc/ci/examples/dast.md
@@ -1,5 +1,5 @@
 ---
-redirect_to: 'https://docs.gitlab.com/ee/user/application_security/dast/index.html'
+redirect_to: '../../user/application_security/dast/index.md'
 ---
 
-This document was moved to [another location](https://docs.gitlab.com/ee/user/application_security/dast/index.html).
+This document was moved to [another location](../../user/application_security/dast/index.md).
diff --git a/doc/ci/examples/dependency_scanning.md b/doc/ci/examples/dependency_scanning.md
index 3a8b53b425c..dc234a3489f 100644
--- a/doc/ci/examples/dependency_scanning.md
+++ b/doc/ci/examples/dependency_scanning.md
@@ -1,5 +1,5 @@
 ---
-redirect_to: 'https://docs.gitlab.com/ee/user/application_security/dependency_scanning/index.html'
+redirect_to: '../../user/application_security/dependency_scanning/index.md'
 ---
 
-This document was moved to [another location](https://docs.gitlab.com/ee/user/application_security/dependency_scanning/index.html).
+This document was moved to [another location](../../user/application_security/dependency_scanning/index.md).
diff --git a/doc/ci/examples/license_management.md b/doc/ci/examples/license_management.md
index 08704425a75..53e38111bf3 100644
--- a/doc/ci/examples/license_management.md
+++ b/doc/ci/examples/license_management.md
@@ -1,5 +1,5 @@
 ---
-redirect_to: 'https://docs.gitlab.com/ee/user/application_security/license_management/index.html'
+redirect_to: '../../user/application_security/license_management/index.md'
 ---
 
-This document was moved to [another location](https://docs.gitlab.com/ee/user/application_security/license_management/index.html).
+This document was moved to [another location](../../user/application_security/license_management/index.md).
diff --git a/doc/ci/examples/sast.md b/doc/ci/examples/sast.md
index 688cc79d0f6..7c644ac833d 100644
--- a/doc/ci/examples/sast.md
+++ b/doc/ci/examples/sast.md
@@ -1,5 +1,5 @@
 ---
-redirect_to: 'https://docs.gitlab.com/ee/user/application_security/sast/index.html'
+redirect_to: '../../user/application_security/sast/index.md'
 ---
 
-This document was moved to [another location](https://docs.gitlab.com/ee/user/application_security/sast/index.html).
+This document was moved to [another location](../../user/application_security/sast/index.md).
diff --git a/doc/ci/examples/sast_docker.md b/doc/ci/examples/sast_docker.md
index 570898b2d23..6570f6b2d98 100644
--- a/doc/ci/examples/sast_docker.md
+++ b/doc/ci/examples/sast_docker.md
@@ -1,5 +1,5 @@
 ---
-redirect_to: 'https://docs.gitlab.com/ee/user/application_security/container_scanning/index.html'
+redirect_to: '../../user/application_security/container_scanning/index.md'
 ---
 
-This document was moved to [another location](../../user/application_security/container_scanning/index.html).
+This document was moved to [another location](../../user/application_security/container_scanning/index.md).
diff --git a/doc/ci/introduction/index.md b/doc/ci/introduction/index.md
index 1687716df2e..ef9f9a9973c 100644
--- a/doc/ci/introduction/index.md
+++ b/doc/ci/introduction/index.md
@@ -177,22 +177,22 @@ according to each stage (Verify, Package, Release).
 
 1. **Verify**:
     - Automatically build and test your application with Continuous Integration.
-    - Analyze your source code quality with [GitLab Code Quality](https://docs.gitlab.com/ee/user/project/merge_requests/code_quality.html). **[STARTER]**
-    - Determine the performance impact of code changes with [Browser Performance Testing](https://docs.gitlab.com/ee/user/project/merge_requests/browser_performance_testing.html). **[PREMIUM]**
-    - Perform a series of tests, such as [Container Scanning](https://docs.gitlab.com/ee/ci/examples/container_scanning.html) **[ULTIMATE]**, [Dependency Scanning](https://docs.gitlab.com/ee/ci/examples/dependency_scanning.html) **[ULTIMATE]**, and [JUnit tests](../junit_test_reports.md).
+    - Analyze your source code quality with [GitLab Code Quality](../../user/project/merge_requests/code_quality.md). **[STARTER]**
+    - Determine the performance impact of code changes with [Browser Performance Testing](../../user/project/merge_requests/browser_performance_testing.md). **[PREMIUM]**
+    - Perform a series of tests, such as [Container Scanning](../../user/application_security/container_scanning/index.md) **[ULTIMATE]**, [Dependency Scanning](../../user/application_security/dependency_scanning/index.md) **[ULTIMATE]**, and [JUnit tests](../junit_test_reports.md).
     - Deploy your changes with [Review Apps](../review_apps/index.md) to preview the app changes on every branch.
 1. **Package**:
     - Store Docker images with [Container Registry](../../user/project/container_registry.md).
-    - Store NPM packages with [NPM Registry](https://docs.gitlab.com/ee/user/project/packages/npm_registry.html). **[PREMIUM]**
-    - Store Maven artifacts with [Maven Repository](https://docs.gitlab.com/ee/user/project/packages/maven_repository.html). **[PREMIUM]**
+    - Store NPM packages with [NPM Registry](../../user/project/packages/npm_registry.md). **[PREMIUM]**
+    - Store Maven artifacts with [Maven Repository](../../user/project/packages/maven_repository.md). **[PREMIUM]**
 1. **Release**:
     - Continuous Deployment, automatically deploying your app to production.
     - Continuous Delivery, manually click to deploy your app to production.
     - Deploy static websites with [GitLab Pages](../../user/project/pages/index.md).
-    - Ship features to only a portion of your pods and let a percentage of your user base to visit the temporarily deployed feature with [Canary Deployments](https://docs.gitlab.com/ee/user/project/canary_deployments.html). **[PREMIUM]**
-    - Deploy your features behind [Feature Flags](https://docs.gitlab.com/ee/user/project/operations/feature_flags.html). **[PREMIUM]**
+    - Ship features to only a portion of your pods and let a percentage of your user base to visit the temporarily deployed feature with [Canary Deployments](../../user/project/canary_deployments.md). **[PREMIUM]**
+    - Deploy your features behind [Feature Flags](../../user/project/operations/feature_flags.md). **[PREMIUM]**
     - Add release notes to any Git tag with [GitLab Releases](../../user/project/releases/index.md).
-    - View of the current health and status of each CI environment running on Kubernetes with [Deploy Boards](https://docs.gitlab.com/ee/user/project/deploy_boards.html). **[PREMIUM]**
+    - View of the current health and status of each CI environment running on Kubernetes with [Deploy Boards](../../user/project/deploy_boards.md). **[PREMIUM]**
     -  Deploy your application to a production environment in a Kubernetes cluster with [Auto Deploy](../../topics/autodevops/index.md#auto-deploy).
 
 With GitLab CI/CD you can also:
@@ -201,7 +201,7 @@ With GitLab CI/CD you can also:
 - Deploy your app to different [environments](../environments.md).
 - Install your own [GitLab Runner](https://docs.gitlab.com/runner/).
 - [Schedule pipelines](../../user/project/pipelines/schedules.md).
-- Check for app vulnerabilities with [Security Test reports](https://docs.gitlab.com/ee/user/project/merge_requests/#security-reports-ultimate). **[ULTIMATE]**
+- Check for app vulnerabilities with [Security Test reports](../../user/project/merge_requests/index.md#security-reports-ultimate). **[ULTIMATE]**
 
 To see all CI/CD features, navigate back to the [CI/CD index](../README.md).
 
diff --git a/doc/ci/metrics_reports.md b/doc/ci/metrics_reports.md
index b7824402d45..a75fbf3b61e 100644
--- a/doc/ci/metrics_reports.md
+++ b/doc/ci/metrics_reports.md
@@ -9,11 +9,11 @@ Requires GitLab Runner 11.10 and above.
 
 ## Overview
 
-GitLab provides a lot of great reporting tools for [merge requests](../user/project/merge_requests/index.md) - [JUnit reports](./junit_test_reports.md), [codequality](https://docs.gitlab.com/ee/user/project/merge_requests/code_quality.html), performance tests, etc. While JUnit is a great open framework for tests that "pass" or "fail", it is also important to see other types of metrics from a given change.
+GitLab provides a lot of great reporting tools for [merge requests](../user/project/merge_requests/index.md) - [JUnit reports](junit_test_reports.md), [codequality](../user/project/merge_requests/code_quality.md), performance tests, etc. While JUnit is a great open framework for tests that "pass" or "fail", it is also important to see other types of metrics from a given change.
 
 You can configure your job to use custom Metrics Reports, and GitLab will display a report on the merge request so that it's easier and faster to identify changes without having to check the entire log.
 
-![Metrics Reports](./img/metrics_reports.png)
+![Metrics Reports](img/metrics_reports.png)
 
 ## Use cases
 
diff --git a/doc/ci/yaml/README.md b/doc/ci/yaml/README.md
index fa4b0378f61..9fe0285fcc3 100644
--- a/doc/ci/yaml/README.md
+++ b/doc/ci/yaml/README.md
@@ -1458,7 +1458,7 @@ combination thereof (`junit: [rspec.xml, test-results/TEST-*.xml]`).
 
 > Introduced in GitLab 11.5. Requires GitLab Runner 11.5 and above.
 
-The `codequality` report collects [CodeQuality issues](https://docs.gitlab.com/ee/user/project/merge_requests/code_quality.html)
+The `codequality` report collects [CodeQuality issues](../../user/project/merge_requests/code_quality.md)
 as artifacts.
 
 The collected Code Quality report will be uploaded to GitLab as an artifact and will
@@ -1468,7 +1468,7 @@ be automatically shown in merge requests.
 
 > Introduced in GitLab 11.5. Requires GitLab Runner 11.5 and above.
 
-The `sast` report collects [SAST vulnerabilities](https://docs.gitlab.com/ee/user/application_security/sast/index.html)
+The `sast` report collects [SAST vulnerabilities](../../user/application_security/sast/index.md)
 as artifacts.
 
 The collected SAST report will be uploaded to GitLab as an artifact and will
@@ -1479,7 +1479,7 @@ dashboards.
 
 > Introduced in GitLab 11.5. Requires GitLab Runner 11.5 and above.
 
-The `dependency_scanning` report collects [Dependency Scanning vulnerabilities](https://docs.gitlab.com/ee/user/application_security/dependency_scanning/index.html)
+The `dependency_scanning` report collects [Dependency Scanning vulnerabilities](../../user/application_security/dependency_scanning/index.md)
 as artifacts.
 
 The collected Dependency Scanning report will be uploaded to GitLab as an artifact and will
@@ -1490,7 +1490,7 @@ dashboards.
 
 > Introduced in GitLab 11.5. Requires GitLab Runner 11.5 and above.
 
-The `container_scanning` report collects [Container Scanning vulnerabilities](https://docs.gitlab.com/ee/user/application_security/container_scanning/index.html)
+The `container_scanning` report collects [Container Scanning vulnerabilities](../../user/application_security/container_scanning/index.md)
 as artifacts.
 
 The collected Container Scanning report will be uploaded to GitLab as an artifact and will
@@ -1501,7 +1501,7 @@ dashboards.
 
 > Introduced in GitLab 11.5. Requires GitLab Runner 11.5 and above.
 
-The `dast` report collects [DAST vulnerabilities](https://docs.gitlab.com/ee/user/application_security/dast/index.html)
+The `dast` report collects [DAST vulnerabilities](../../user/application_security/dast/index.md)
 as artifacts.
 
 The collected DAST report will be uploaded to GitLab as an artifact and will
@@ -1512,7 +1512,7 @@ dashboards.
 
 > Introduced in GitLab 11.5. Requires GitLab Runner 11.5 and above.
 
-The `license_management` report collects [Licenses](https://docs.gitlab.com/ee/user/project/merge_requests/license_management.html)
+The `license_management` report collects [Licenses](../../user/project/merge_requests/license_management.md)
 as artifacts.
 
 The collected License Management report will be uploaded to GitLab as an artifact and will
@@ -1523,7 +1523,7 @@ dashboards.
 
 > Introduced in GitLab 11.5. Requires GitLab Runner 11.5 and above.
 
-The `performance` report collects [Performance metrics](https://docs.gitlab.com/ee//user/project/merge_requests/browser_performance_testing.html)
+The `performance` report collects [Performance metrics](../../user/project/merge_requests/browser_performance_testing.md)
 as artifacts.
 
 The collected Performance report will be uploaded to GitLab as an artifact and will
@@ -1716,7 +1716,7 @@ parallel. This value has to be greater than or equal to two (2) and less than or
 This creates N instances of the same job that run in parallel. They're named
 sequentially from `job_name 1/N` to `job_name N/N`.
 
-For every job, `CI_NODE_INDEX` and `CI_NODE_TOTAL` [environment variables](../variables/README.html#predefined-environment-variables) are set.
+For every job, `CI_NODE_INDEX` and `CI_NODE_TOTAL` [environment variables](../variables/README.md#predefined-environment-variables) are set.
 
 A simple example: