Update capitalization in /dev docs

Clean up capitalization in /development /gitlab-basics and
/install

22 files changed, 93 insertions, 95 deletions

diff --git a/doc/development/architecture.md b/doc/development/architecture.md
index 5cb2ddf6e52..2adca2dae28 100644
--- a/doc/development/architecture.md
+++ b/doc/development/architecture.md
@@ -12,21 +12,21 @@ New versions of GitLab are released in stable branches and the master branch is
 
 For information, see the [GitLab Release Process](https://gitlab.com/gitlab-org/release/docs/tree/master#gitlab-release-process).
 
-Both EE and CE require some add-on components called gitlab-shell and Gitaly. These components are available from the [gitlab-shell](https://gitlab.com/gitlab-org/gitlab-shell/tree/master) and [gitaly](https://gitlab.com/gitlab-org/gitaly/tree/master) repositories respectively. New versions are usually tags but staying on the master branch will give you the latest stable version. New releases are generally around the same time as GitLab CE releases with exception for informal security updates deemed critical.
+Both EE and CE require some add-on components called GitLab Shell and Gitaly. These components are available from the [GitLab Shell](https://gitlab.com/gitlab-org/gitlab-shell/tree/master) and [Gitaly](https://gitlab.com/gitlab-org/gitaly/tree/master) repositories respectively. New versions are usually tags but staying on the master branch will give you the latest stable version. New releases are generally around the same time as GitLab CE releases with exception for informal security updates deemed critical.
 
 ## Components
 
 A typical install of GitLab will be on GNU/Linux. It uses Nginx or Apache as a web front end to proxypass the Unicorn web server. By default, communication between Unicorn and the front end is via a Unix domain socket but forwarding requests via TCP is also supported. The web front end accesses `/home/git/gitlab/public` bypassing the Unicorn server to serve static pages, uploads (e.g. avatar images or attachments), and precompiled assets. GitLab serves web pages and a [GitLab API](https://gitlab.com/gitlab-org/gitlab-ce/tree/master/doc/api) using the Unicorn web server. It uses Sidekiq as a job queue which, in turn, uses redis as a non-persistent database backend for job information, meta data, and incoming jobs.
 
-We also support deploying GitLab on Kubernetes using our [gitlab Helm chart](https://docs.gitlab.com/charts/).
+We also support deploying GitLab on Kubernetes using our [GitLab Helm chart](https://docs.gitlab.com/charts/).
 
-The GitLab web app uses PostgreSQL for persistent database information (e.g. users, permissions, issues, other meta data). GitLab stores the bare git repositories it serves in `/home/git/repositories` by default. It also keeps default branch and hook information with the bare repository.
+The GitLab web app uses PostgreSQL for persistent database information (e.g. users, permissions, issues, other meta data). GitLab stores the bare Git repositories it serves in `/home/git/repositories` by default. It also keeps default branch and hook information with the bare repository.
 
-When serving repositories over HTTP/HTTPS GitLab utilizes the GitLab API to resolve authorization and access as well as serving git objects.
+When serving repositories over HTTP/HTTPS GitLab utilizes the GitLab API to resolve authorization and access as well as serving Git objects.
 
-The add-on component gitlab-shell serves repositories over SSH. It manages the SSH keys within `/home/git/.ssh/authorized_keys` which should not be manually edited. gitlab-shell accesses the bare repositories through Gitaly to serve git objects and communicates with redis to submit jobs to Sidekiq for GitLab to process. gitlab-shell queries the GitLab API to determine authorization and access.
+The add-on component GitLab Shell serves repositories over SSH. It manages the SSH keys within `/home/git/.ssh/authorized_keys` which should not be manually edited. GitLab Shell accesses the bare repositories through Gitaly to serve Git objects and communicates with redis to submit jobs to Sidekiq for GitLab to process. GitLab Shell queries the GitLab API to determine authorization and access.
 
-Gitaly executes git operations from gitlab-shell and the GitLab web app, and provides an API to the GitLab web app to get attributes from git (e.g. title, branches, tags, other meta data), and to get blobs (e.g. diffs, commits, files).
+Gitaly executes Git operations from GitLab Shell and the GitLab web app, and provides an API to the GitLab web app to get attributes from Git (e.g. title, branches, tags, other meta data), and to get blobs (e.g. diffs, commits, files).
 
 You may also be interested in the [production architecture of GitLab.com](https://about.gitlab.com/handbook/engineering/infrastructure/production-architecture/).
 
@@ -130,7 +130,7 @@ Component statuses are linked to configuration documentation for each component.
 | [NGINX](#nginx) | Routes requests to appropriate components, terminates SSL | [✅][nginx-omnibus] | [✅][nginx-charts] | [⚙][nginx-charts] | [✅](https://about.gitlab.com/handbook/engineering/infrastructure/production-architecture/#service-architecture) | [⤓][nginx-source] | ❌ | CE & EE |
 | [Unicorn (GitLab Rails)](#unicorn) | Handles requests for the web interface and API | [✅][unicorn-omnibus] | [✅][unicorn-charts] | [✅][unicorn-charts] | [✅](../user/gitlab_com/index.md#unicorn) | [⚙][unicorn-source] | [✅][gitlab-yml] | CE & EE |
 | [Sidekiq](#sidekiq) | Background jobs processor | [✅][sidekiq-omnibus] | [✅][sidekiq-charts] | [✅](https://docs.gitlab.com/charts/charts/gitlab/sidekiq/index.html) | [✅](../user/gitlab_com/index.md#sidekiq) | [✅][gitlab-yml] | [✅][gitlab-yml] | CE & EE |
-| [Gitaly](#gitaly) | Git RPC service for handling all git calls made by GitLab | [✅][gitaly-omnibus] | [✅][gitaly-charts] | [✅][gitaly-charts] | [✅](https://about.gitlab.com/handbook/engineering/infrastructure/production-architecture/#service-architecture) | [⚙][gitaly-source] | ✅ | CE & EE |
+| [Gitaly](#gitaly) | Git RPC service for handling all Git calls made by GitLab | [✅][gitaly-omnibus] | [✅][gitaly-charts] | [✅][gitaly-charts] | [✅](https://about.gitlab.com/handbook/engineering/infrastructure/production-architecture/#service-architecture) | [⚙][gitaly-source] | ✅ | CE & EE |
 | [GitLab Workhorse](#gitlab-workhorse) | Smart reverse proxy, handles large HTTP requests | [✅][workhorse-omnibus] | [✅][workhorse-charts] | [✅][workhorse-charts] | [✅](https://about.gitlab.com/handbook/engineering/infrastructure/production-architecture/#service-architecture) | [⚙][workhorse-source] | ✅ | CE & EE |
 | [GitLab Shell](#gitlab-shell) | Handles `git` over SSH sessions | [✅][shell-omnibus] | [✅][shell-charts] | [✅][shell-charts] | [✅](https://about.gitlab.com/handbook/engineering/infrastructure/production-architecture/#service-architecture) | [⚙][shell-source] | [✅][gitlab-yml] | CE & EE |
 | [GitLab Pages](#gitlab-pages) | Hosts static websites | [⚙][pages-omnibus] | [❌][pages-charts] | [❌][pages-charts] | [✅](../user/gitlab_com/index.md#gitlab-pages) | [⚙][pages-source] | [⚙][pages-gdk] | CE & EE  |
@@ -185,7 +185,7 @@ GitLab can be considered to have two layers from a process perspective:
 - Layer: Monitoring
 - Process: `alertmanager`
 
-[Alert manager](https://prometheus.io/docs/alerting/alertmanager/) is a tool provided by Prometheus that _"handles alerts sent by client applications such as the Prometheus server. It takes care of deduplicating, grouping, and routing them to the correct receiver integration such as email, PagerDuty, or OpsGenie. It also takes care of silencing and inhibition of alerts."_ You can read more in [issue gitlab-ce#45740](https://gitlab.com/gitlab-org/gitlab-ce/issues/45740) about what we will be alerting on.
+[Alert manager](https://prometheus.io/docs/alerting/alertmanager/) is a tool provided by Prometheus that _"handles alerts sent by client applications such as the Prometheus server. It takes care of deduplicating, grouping, and routing them to the correct receiver integration such as email, PagerDuty, or OpsGenie. It also takes care of silencing and inhibition of alerts."_ You can read more in [issue #45740](https://gitlab.com/gitlab-org/gitlab-ce/issues/45740) about what we will be alerting on.
 
 #### Certificate management
 
@@ -223,12 +223,12 @@ Elasticsearch is a distributed RESTful search engine built for the cloud.
 
 Gitaly is a service designed by GitLab to remove our need for NFS for Git storage in distributed deployments of GitLab (think GitLab.com or High Availability Deployments). As of 11.3.0, this service handles all Git level access in GitLab. You can read more about the project [in the project's readme](https://gitlab.com/gitlab-org/gitaly).
 
-#### Gitlab Geo
+#### GitLab Geo
 
 - Configuration: [Omnibus][geo-omnibus], [Charts][geo-charts], [GDK][geo-gdk]
 - Layer: Core Service (Processor)
 
-#### Gitlab Monitor
+#### GitLab Monitor
 
 - [Project page](https://gitlab.com/gitlab-org/gitlab-monitor)
 - Configuration: [Omnibus][gitlab-monitor-omnibus], [Charts][gitlab-monitor-charts]
@@ -237,7 +237,7 @@ Gitaly is a service designed by GitLab to remove our need for NFS for Git storag
 
 GitLab Monitor is a process designed in house that allows us to export metrics about GitLab application internals to Prometheus. You can read more [in the project's readme](https://gitlab.com/gitlab-org/gitlab-monitor).
 
-#### Gitlab Pages
+#### GitLab Pages
 
 - Configuration: [Omnibus][pages-omnibus], [Charts][pages-charts], [Source][pages-source], [GDK][pages-gdk]
 - Layer: Core Service (Processor)
@@ -246,7 +246,7 @@ GitLab Pages is a feature that allows you to publish static websites directly fr
 
 You can use it either for personal or business websites, such as portfolios, documentation, manifestos, and business presentations. You can also attribute any license to your content.
 
-#### Gitlab Runner
+#### GitLab Runner
 
 - [Project page](https://gitlab.com/gitlab-org/gitlab-runner/blob/master/README.md)
 - Configuration: [Omnibus][runner-omnibus], [Charts][runner-charts], [Source][runner-source], [GDK][runner-gdk]
@@ -256,7 +256,7 @@ GitLab Runner runs tests and sends the results to GitLab.
 
 GitLab CI is the open-source continuous integration service included with GitLab that coordinates the testing. The old name of this project was GitLab CI Multi Runner but please use "GitLab Runner" (without CI) from now on.
 
-#### Gitlab Shell
+#### GitLab Shell
 
 - [Project page](https://gitlab.com/gitlab-org/gitlab-shell/blob/master/README.md)
 - Configuration: [Omnibus][shell-omnibus], [Charts][shell-charts], [Source][shell-source], [GDK][gitlab-yml]
@@ -264,7 +264,7 @@ GitLab CI is the open-source continuous integration service included with GitLab
 
 [GitLab Shell](https://gitlab.com/gitlab-org/gitlab-shell) is a program designed at GitLab to handle ssh-based `git` sessions, and modifies the list of authorized keys. GitLab Shell is not a Unix shell nor a replacement for Bash or Zsh.
 
-#### Gitlab Workhorse
+#### GitLab Workhorse
 
 - [Project page](https://gitlab.com/gitlab-org/gitlab-workhorse/blob/master/README.md)
 - Configuration: [Omnibus][workhorse-omnibus], [Charts][workhorse-charts], [Source][workhorse-source]
@@ -475,7 +475,7 @@ It's important to understand the distinction as some processes are used in both
 When making a request to an HTTP Endpoint (think `/users/sign_in`) the request will take the following path through the GitLab Service:
 
 - nginx - Acts as our first line reverse proxy.
-- gitlab-workhorse - This determines if it needs to go to the Rails application or somewhere else to reduce load on Unicorn.
+- GitLab Workhorse - This determines if it needs to go to the Rails application or somewhere else to reduce load on Unicorn.
 - unicorn - Since this is a web request, and it needs to access the application it will go to Unicorn.
 - Postgres/Gitaly/Redis - Depending on the type of request, it may hit these services to store or retrieve data.
 
@@ -493,13 +493,13 @@ TODO
 
 ## System Layout
 
-When referring to `~git` in the pictures it means the home directory of the git user which is typically `/home/git`.
+When referring to `~git` in the pictures it means the home directory of the Git user which is typically `/home/git`.
 
 GitLab is primarily installed within the `/home/git` user home directory as `git` user. Within the home directory is where the gitlabhq server software resides as well as the repositories (though the repository location is configurable).
 
 The bare repositories are located in `/home/git/repositories`. GitLab is a ruby on rails application so the particulars of the inner workings can be learned by studying how a ruby on rails application works.
 
-To serve repositories over SSH there's an add-on application called gitlab-shell which is installed in `/home/git/gitlab-shell`.
+To serve repositories over SSH there's an add-on application called GitLab Shell which is installed in `/home/git/gitlab-shell`.
 
 ### Installation Folder Summary
 
@@ -523,7 +523,7 @@ processes: `unicorn_rails master` (1 process), `unicorn_rails worker`
 
 ### Repository access
 
-Repositories get accessed via HTTP or SSH. HTTP cloning/push/pull utilizes the GitLab API and SSH cloning is handled by gitlab-shell (previously explained).
+Repositories get accessed via HTTP or SSH. HTTP cloning/push/pull utilizes the GitLab API and SSH cloning is handled by GitLab Shell (previously explained).
 
 ## Troubleshooting
 
@@ -531,28 +531,28 @@ See the README for more information.
 
 ### Init scripts of the services
 
-The GitLab init script starts and stops Unicorn and Sidekiq.
+The GitLab init script starts and stops Unicorn and Sidekiq:
 
 ```
 /etc/init.d/gitlab
 Usage: service gitlab {start|stop|restart|reload|status}
 ```
 
-Redis (key-value store/non-persistent database)
+Redis (key-value store/non-persistent database):
 
 ```
 /etc/init.d/redis
 Usage: /etc/init.d/redis {start|stop|status|restart|condrestart|try-restart}
 ```
 
-SSH daemon
+SSH daemon:
 
 ```
 /etc/init.d/sshd
 Usage: /etc/init.d/sshd {start|stop|restart|reload|force-reload|condrestart|try-restart|status}
 ```
 
-Web server (one of the following)
+Web server (one of the following):
 
 ```
 /etc/init.d/httpd
@@ -562,7 +562,7 @@ $ /etc/init.d/nginx
 Usage: nginx {start|stop|restart|reload|force-reload|status|configtest}
 ```
 
-Persistent database
+Persistent database:
 
 ```
 $ /etc/init.d/postgresql
@@ -571,34 +571,34 @@ Usage: /etc/init.d/postgresql {start|stop|restart|reload|force-reload|status} [v
 
 ### Log locations of the services
 
-gitlabhq (includes Unicorn and Sidekiq logs)
+gitlabhq (includes Unicorn and Sidekiq logs):
 
 - `/home/git/gitlab/log/` contains `application.log`, `production.log`, `sidekiq.log`, `unicorn.stdout.log`, `git_json.log` and `unicorn.stderr.log` normally.
 
-gitlab-shell
+GitLab Shell:
 
 - `/home/git/gitlab-shell/gitlab-shell.log`
 
-ssh
+SSH:
 
 - `/var/log/auth.log` auth log (on Ubuntu).
 - `/var/log/secure` auth log (on RHEL).
 
-nginx
+nginx:
 
 - `/var/log/nginx/` contains error and access logs.
 
-Apache httpd
+Apache httpd:
 
 - [Explanation of Apache logs](https://httpd.apache.org/docs/2.2/logs.html).
 - `/var/log/apache2/` contains error and output logs (on Ubuntu).
 - `/var/log/httpd/` contains error and output logs (on RHEL).
 
-redis
+Redis:
 
 - `/var/log/redis/redis.log` there are also log-rotated logs there.
 
-PostgreSQL
+PostgreSQL:
 
 - `/var/log/postgresql/*`
 
@@ -610,7 +610,7 @@ GitLab has configuration files located in `/home/git/gitlab/config/*`. Commonly
 - `unicorn.rb` - Unicorn web server settings.
 - `database.yml` - Database connection settings.
 
-gitlab-shell has a configuration file at `/home/git/gitlab-shell/config.yml`.
+GitLab Shell has a configuration file at `/home/git/gitlab-shell/config.yml`.
 
 ### Maintenance Tasks
 
diff --git a/doc/development/automatic_ce_ee_merge.md b/doc/development/automatic_ce_ee_merge.md
index 158606aa6a2..c2700461467 100644
--- a/doc/development/automatic_ce_ee_merge.md
+++ b/doc/development/automatic_ce_ee_merge.md
@@ -174,9 +174,9 @@ Now, every time you create an MR for CE and EE:
 ## How we run the Automatic CE->EE merge at GitLab
 
 At GitLab, we use the [Merge Train](https://gitlab.com/gitlab-org/merge-train)
-project to keep our [gitlab-ee](https://gitlab.com/gitlab-org/gitlab-ee)
+project to keep our [GitLab EE](https://gitlab.com/gitlab-org/gitlab-ee)
 repository updated with commits from
-[gitlab-ce](https://gitlab.com/gitlab-org/gitlab-ce).
+[GitLab CE](https://gitlab.com/gitlab-org/gitlab-ce).
 
 We have a mirror of the [Merge Train](https://gitlab.com/gitlab-org/merge-train)
 project [configured](https://ops.gitlab.net/gitlab-org/merge-train) to run an
diff --git a/doc/development/background_migrations.md b/doc/development/background_migrations.md
index 642dac614c7..3fd95537eaa 100644
--- a/doc/development/background_migrations.md
+++ b/doc/development/background_migrations.md
@@ -294,7 +294,7 @@ to migrate you database down and up, which can result in other background
 migrations being called. That means that using `spy` test doubles with
 `have_received` is encouraged, instead of using regular test doubles, because
 your expectations defined in a `it` block can conflict with what is being
-called in RSpec hooks. See [gitlab-org/gitlab-ce#35351][issue-rspec-hooks]
+called in RSpec hooks. See [issue #35351][issue-rspec-hooks]
 for more details.
 
 ## Best practices
diff --git a/doc/development/build_test_package.md b/doc/development/build_test_package.md
index c5f6adfeaeb..21891f70d73 100644
--- a/doc/development/build_test_package.md
+++ b/doc/development/build_test_package.md
@@ -3,7 +3,7 @@
 While developing a new feature or modifying an existing one, it is helpful if an
 installable package (or a docker image) containing those changes is available
 for testing. For this very purpose, a manual job is provided in the GitLab CI/CD
-pipeline that can be used to trigger a pipeline in the omnibus-gitlab repository
+pipeline that can be used to trigger a pipeline in the Omnibus GitLab repository
 that will create:
 
 - A deb package for Ubuntu 16.04, available as a build artifact, and
@@ -12,7 +12,7 @@ that will create:
   (images titled `gitlab-ce` and `gitlab-ee` respectively and image tag is the
   commit which triggered the pipeline).
 
-When you push a commit to either the gitlab-ce or gitlab-ee project, the
+When you push a commit to either the GitLab CE or GitLab EE project, the
 pipeline for that commit will have a `build-package` manual action you can
 trigger.
 
@@ -30,9 +30,9 @@ branch `0-1-stable`, modify the content of `GITALY_SERVER_VERSION` to
 `0-1-stable` and push the commit. This will create a manual job that can be
 used to trigger the build.
 
-## Specifying the branch in omnibus-gitlab repository
+## Specifying the branch in Omnibus GitLab repository
 
-In scenarios where a configuration change is to be introduced and omnibus-gitlab
+In scenarios where a configuration change is to be introduced and Omnibus GitLab
 repository already has the necessary changes in a specific branch, you can build
 a package against that branch through an environment variable named
 `OMNIBUS_BRANCH`. To do this, specify that environment variable with the name of
diff --git a/doc/development/database_debugging.md b/doc/development/database_debugging.md
index eb3b227473b..6c9fa983c96 100644
--- a/doc/development/database_debugging.md
+++ b/doc/development/database_debugging.md
@@ -9,7 +9,7 @@ An easy first step is to search for your error in Slack or google "GitLab (my er
 
 Available `RAILS_ENV`
 
-- `production` (generally not for your main GDK db, but you may need this for e.g. omnibus)
+- `production` (generally not for your main GDK db, but you may need this for e.g. Omnibus)
 - `development` (this is your main GDK db)
 - `test` (used for tests like rspec)
 
diff --git a/doc/development/ee_features.md b/doc/development/ee_features.md
index a732a94b7c4..1358851f3cd 100644
--- a/doc/development/ee_features.md
+++ b/doc/development/ee_features.md
@@ -910,7 +910,7 @@ import bundle from 'ee_else_ce/protected_branches/protected_branches_bundle.js';
 ```
 
 See the frontend guide [performance section](fe_guide/performance.md) for
-information on managing page-specific javascript within EE.
+information on managing page-specific JavaScript within EE.
 
 ## Vue code in `assets/javascript`
 
@@ -1057,7 +1057,7 @@ Here is a workflow to make sure those changes end up backported safely into CE t
 
 **Note:** regarding SCSS, make sure the files living outside `/ee/` don't diverge between CE and EE projects.
 
-## gitlab-svgs
+## GitLab-svgs
 
 Conflicts in `app/assets/images/icons.json` or `app/assets/images/icons.svg` can
 be resolved simply by regenerating those assets with
diff --git a/doc/development/elasticsearch.md b/doc/development/elasticsearch.md
index 090e5235619..f2412c249c1 100644
--- a/doc/development/elasticsearch.md
+++ b/doc/development/elasticsearch.md
@@ -40,9 +40,11 @@ There is no need to install any plugins
 
 If you're interested on working with the new beta repo indexer, all you need to do is:
 
-- git clone git@gitlab.com:gitlab-org/gitlab-elasticsearch-indexer.git
-- make
-- make install
+```sh
+git clone git@gitlab.com:gitlab-org/gitlab-elasticsearch-indexer.git
+make
+make install
+```
 
 this adds `gitlab-elasticsearch-indexer` to `$GOPATH/bin`, please make sure that is in your `$PATH`. After that GitLab will find it and you'll be able to enable it in the admin settings area.
 
@@ -188,7 +190,7 @@ The global configurations per version are now in the `Elastic::(Version)::Config
 
 NOTE: **Note:** this is not applicable yet as multiple indices functionality is not fully implemented.
 
-Folders like `ee/lib/elastic/v12p1` contain snapshots of search logic from different versions. To keep a continuous git history, the latest version lives under `ee/lib/elastic/latest`, but its classes are aliased under an actual version (e.g. `ee/lib/elastic/v12p3`). When referencing these classes, never use the `Latest` namespace directly, but use the actual version (e.g. `V12p3`).
+Folders like `ee/lib/elastic/v12p1` contain snapshots of search logic from different versions. To keep a continuous Git history, the latest version lives under `ee/lib/elastic/latest`, but its classes are aliased under an actual version (e.g. `ee/lib/elastic/v12p3`). When referencing these classes, never use the `Latest` namespace directly, but use the actual version (e.g. `V12p3`).
 
 The version name basically follows GitLab's release version. If setting is changed in 12.3, we will create a new namespace called `V12p3` (p stands for "point"). Raise an issue if there is a need to name a version differently.
 
diff --git a/doc/development/filtering_by_label.md b/doc/development/filtering_by_label.md
index 5e7376db725..dd8944ff1c8 100644
--- a/doc/development/filtering_by_label.md
+++ b/doc/development/filtering_by_label.md
@@ -40,16 +40,14 @@ In particular, note that:
 
 This is more complicated than is ideal. It makes the query construction more
 prone to errors (such as
-[gitlab-org/gitlab-ce#15557](https://gitlab.com/gitlab-org/gitlab-ce/issues/15557)).
+[issue #15557](https://gitlab.com/gitlab-org/gitlab-ce/issues/15557)).
 
 ## Attempt A: WHERE EXISTS
 
 ### Attempt A1: use multiple subqueries with WHERE EXISTS
 
-In
-[gitlab-org/gitlab-ce#37137](https://gitlab.com/gitlab-org/gitlab-ce/issues/37137)
-and its associated merge request
-[gitlab-org/gitlab-ce!14022](https://gitlab.com/gitlab-org/gitlab-ce/merge_requests/14022),
+In [issue #37137](https://gitlab.com/gitlab-org/gitlab-ce/issues/37137)
+and its associated [merge request](https://gitlab.com/gitlab-org/gitlab-ce/merge_requests/14022),
 we tried to replace the `GROUP BY` with multiple uses of `WHERE EXISTS`. For the
 example above, this would give:
 
@@ -81,12 +79,11 @@ it did not improve query performance.
 
 ## Attempt B: Denormalize using an array column
 
-Having [removed MySQL support in GitLab
-12.1](https://about.gitlab.com/2019/06/27/removing-mysql-support/), using
-[Postgres's arrays](https://www.postgresql.org/docs/9.6/arrays.html) became more
+Having [removed MySQL support in GitLab 12.1](https://about.gitlab.com/2019/06/27/removing-mysql-support/),
+using [Postgres's arrays](https://www.postgresql.org/docs/9.6/arrays.html) became more
 tractable as we didn't have to support two databases. We discussed denormalizing
 the `label_links` table for querying in
-[gitlab-org/gitlab-ce#49651](https://gitlab.com/gitlab-org/gitlab-ce/issues/49651),
+[issue #49651](https://gitlab.com/gitlab-org/gitlab-ce/issues/49651),
 with two options: label IDs and titles.
 
 We can think of both of those as array columns on `issues`, `merge_requests`,
@@ -150,8 +147,7 @@ WHERE
     label_titles @> ARRAY['Plan', 'backend']
 ```
 
-And our [tests in
-gitlab-org/gitlab-ce#49651](https://gitlab.com/gitlab-org/gitlab-ce/issues/49651#note_188777346)
+And our [tests in issue #49651](https://gitlab.com/gitlab-org/gitlab-ce/issues/49651#note_188777346)
 showed that this could be fast.
 
 However, at present, the disadvantages outweigh the advantages.
diff --git a/doc/development/gemfile.md b/doc/development/gemfile.md
index ec9718cea71..8d93c52e7bc 100644
--- a/doc/development/gemfile.md
+++ b/doc/development/gemfile.md
@@ -3,9 +3,9 @@
 When adding a new entry to `Gemfile` or upgrading an existing dependency pay
 attention to the following rules.
 
-## No gems fetched from git repositories
+## No gems fetched from Git repositories
 
-We do not allow gems that are fetched from git repositories. All gems have
+We do not allow gems that are fetched from Git repositories. All gems have
 to be available in the RubyGems index. We want to minimize external build
 dependencies and build times.
 
diff --git a/doc/development/geo.md b/doc/development/geo.md
index 24f16eae9fa..cc3e2d1ccc5 100644
--- a/doc/development/geo.md
+++ b/doc/development/geo.md
@@ -170,7 +170,7 @@ while `pull` requests will continue to be served by the **secondary** node for m
 HTTPS and SSH requests are handled differently:
 
 - With HTTPS, we will give the user a `HTTP 302 Redirect` pointing to the project on the **primary** node.
-  The git client is wise enough to understand that status code and process the redirection.
+  The Git client is wise enough to understand that status code and process the redirection.
 - With SSH, because there is no equivalent way to perform a redirect, we have to proxy the request.
   This is done inside [`gitlab-shell`](https://gitlab.com/gitlab-org/gitlab-shell), by first translating the request
   to the HTTP protocol, and then proxying it to the **primary** node.
diff --git a/doc/development/git_object_deduplication.md b/doc/development/git_object_deduplication.md
index 8d32d0314ae..4dd1edf9b5a 100644
--- a/doc/development/git_object_deduplication.md
+++ b/doc/development/git_object_deduplication.md
@@ -169,7 +169,7 @@ There are three different things that can go wrong here.
 In this case, we miss out on disk space savings but all RPC's on A
 itself will function fine. The next time garbage collection runs on A,
 the alternates connection gets established in Gitaly. This is done by
-`Projects::GitDeduplicationService` in gitlab-rails.
+`Projects::GitDeduplicationService` in GitLab Rails.
 
 #### 2. SQL says repo A belongs to pool P1 but Gitaly says A has alternate objects in pool P2
 
diff --git a/doc/development/gitaly.md b/doc/development/gitaly.md
index 2ade59b76ed..592fc13873b 100644
--- a/doc/development/gitaly.md
+++ b/doc/development/gitaly.md
@@ -45,13 +45,13 @@ The process for adding new Gitaly features is:
 - release a new version of gitaly-proto
 - write implementation and tests for the RPC [in Gitaly](https://gitlab.com/gitlab-org/gitaly), in Go or Ruby
 - release a new version of Gitaly
-- write client code in gitlab-ce/ee, gitlab-workhorse or gitlab-shell that calls the new Gitaly RPC
+- write client code in GitLab CE/EE, GitLab Workhorse or GitLab Shell that calls the new Gitaly RPC
 
 These steps often overlap. It is possible to use an unreleased version
 of Gitaly and gitaly-proto during testing and development.
 
 - See the [Gitaly repo](https://gitlab.com/gitlab-org/gitaly/blob/master/CONTRIBUTING.md#development-and-testing-with-a-custom-gitaly-proto) for instructions on writing server side code with an unreleased protocol.
-- See [below](#running-tests-with-a-locally-modified-version-of-gitaly) for instructions on running gitlab-ce tests with a modified version of Gitaly.
+- See [below](#running-tests-with-a-locally-modified-version-of-gitaly) for instructions on running GitLab CE tests with a modified version of Gitaly.
 - In GDK run `gdk install` and restart `gdk run` (or `gdk run app`) to use a locally modified Gitaly version for development
 
 ### Gitaly-ruby
@@ -146,7 +146,7 @@ Once the code is wrapped in this block, this code-path will be excluded from n+1
 
 ## Request counts
 
-Commits and other git data, is now fetched through Gitaly. These fetches can,
+Commits and other Git data, is now fetched through Gitaly. These fetches can,
 much like with a database, be batched. This improves performance for the client
 and for Gitaly itself and therefore for the users too. To keep performance stable
 and guard performance regressions, Gitaly calls can be counted and the call count
@@ -164,10 +164,10 @@ end
 
 ## Running tests with a locally modified version of Gitaly
 
-Normally, gitlab-ce/ee tests use a local clone of Gitaly in
+Normally, GitLab CE/EE tests use a local clone of Gitaly in
 `tmp/tests/gitaly` pinned at the version specified in
 `GITALY_SERVER_VERSION`. The `GITALY_SERVER_VERSION` file supports
-`=my-branch` syntax to use a custom branch in gitlab-org/gitaly. If
+`=my-branch` syntax to use a custom branch in <https://gitlab.com/gitlab-org/gitaly>. If
 you want to run tests locally against a modified version of Gitaly you
 can replace `tmp/tests/gitaly` with a symlink. This is much faster
 because the `=my-branch` syntax forces a Gitaly re-install each time
@@ -276,9 +276,9 @@ Here are the steps to gate a new feature in Gitaly behind a feature flag.
    require.NoError(t, err)
    ```
 
-### Gitlab-Rails
+### GitLab Rails
 
-1. Add feature flag to `lib/gitlab/gitaly_client.rb` (in gitlab-rails):
+1. Add feature flag to `lib/gitlab/gitaly_client.rb` (in GitLab Rails):
 
    ```ruby
    SERVER_FEATURE_FLAGS = %w[go-find-all-tags].freeze
diff --git a/doc/development/kubernetes.md b/doc/development/kubernetes.md
index 4b2d48903ac..f4528667814 100644
--- a/doc/development/kubernetes.md
+++ b/doc/development/kubernetes.md
@@ -107,7 +107,7 @@ Mitigation strategies include:
 ## Debugging
 
 Logs related to the Kubernetes integration can be found in
-[kubernetes.log](../administration/logs.md#kuberneteslog). On a local
+[`kubernetes.log`](../administration/logs.md#kuberneteslog). On a local
 GDK install, this will be present in `log/kubernetes.log`.
 
 Some services such as
diff --git a/doc/development/logging.md b/doc/development/logging.md
index 4f63c84fc0e..b43f1029cc6 100644
--- a/doc/development/logging.md
+++ b/doc/development/logging.md
@@ -133,7 +133,7 @@ importer progresses. Here's what to do:
    logs in `/var/log/gitlab/gitlab-rails/*.log` every hour and [keep at
    most 30 compressed files](https://docs.gitlab.com/omnibus/settings/logs.html#logrotate).
    On GitLab.com, that setting is only 6 compressed files. These settings should suffice
-   for most users, but you may need to tweak them in [omnibus-gitlab](https://gitlab.com/gitlab-org/omnibus-gitlab).
+   for most users, but you may need to tweak them in [Omnibus GitLab](https://gitlab.com/gitlab-org/omnibus-gitlab).
 
 1. If you add a new file, submit an issue to the [production
    tracker](https://gitlab.com/gitlab-com/gl-infra/production/issues) or
diff --git a/doc/development/omnibus.md b/doc/development/omnibus.md
index 0ba354d28a2..ea5c18f1a8c 100644
--- a/doc/development/omnibus.md
+++ b/doc/development/omnibus.md
@@ -1,32 +1,32 @@
-# What you should know about omnibus packages
+# What you should know about Omnibus packages
 
-Most users install GitLab using our omnibus packages. As a developer it can be
-good to know how the omnibus packages differ from what you have on your laptop
+Most users install GitLab using our Omnibus packages. As a developer it can be
+good to know how the Omnibus packages differ from what you have on your laptop
 when you are coding.
 
 ## Files are owned by root by default
 
-All the files in the Rails tree (`app/`, `config/` etc.) are owned by 'root' in
-omnibus installations. This makes the installation simpler and it provides
-extra security. The omnibus reconfigure script contains commands that give
-write access to the 'git' user only where needed.
+All the files in the Rails tree (`app/`, `config/` etc.) are owned by `root` in
+Omnibus installations. This makes the installation simpler and it provides
+extra security. The Omnibus reconfigure script contains commands that give
+write access to the `git` user only where needed.
 
-For example, the 'git' user is allowed to write in the `log/` directory, in
+For example, the `git` user is allowed to write in the `log/` directory, in
 `public/uploads`, and they are allowed to rewrite the `db/schema.rb` file.
 
 In other cases, the reconfigure script tricks GitLab into not trying to write a
 file. For instance, GitLab will generate a `.secret` file if it cannot find one
-and write it to the Rails root. In the omnibus packages, reconfigure writes the
+and write it to the Rails root. In the Omnibus packages, reconfigure writes the
 `.secret` file first, so that GitLab never tries to write it.
 
 ## Code, data and logs are in separate directories
 
-The omnibus design separates code (read-only, under `/opt/gitlab`) from data
+The Omnibus design separates code (read-only, under `/opt/gitlab`) from data
 (read/write, under `/var/opt/gitlab`) and logs (read/write, under
 `/var/log/gitlab`). To make this happen the reconfigure script sets custom
 paths where it can in GitLab config files, and where there are no path
 settings, it uses symlinks.
 
 For example, `config/gitlab.yml` is treated as data so that file is a symlink.
-The same goes for `public/uploads`. The `log/` directory is replaced by omnibus
+The same goes for `public/uploads`. The `log/` directory is replaced by Omnibus
 with a symlink to `/var/log/gitlab/gitlab-rails`.
diff --git a/doc/development/session.md b/doc/development/session.md
index 9edce3dbda0..971795d8816 100644
--- a/doc/development/session.md
+++ b/doc/development/session.md
@@ -17,7 +17,7 @@ When storing values in a session it is best to:
 - Use simple primitives and avoid storing objects to avoid marshaling complications.
 - Clean up after unneeded variables to keep memory usage in Redis down.
 
-## Gitlab::Session
+## GitLab::Session
 
 Sometimes you might want to persist data in the session instead of another store like the database. `Gitlab::Session` lets you access this without passing the session around extensively. For example, you could access it from within a policy without having to pass the session through to each place permissions are checked from.
 
diff --git a/doc/development/shell_commands.md b/doc/development/shell_commands.md
index 7bdf676be58..1300c99622e 100644
--- a/doc/development/shell_commands.md
+++ b/doc/development/shell_commands.md
@@ -35,7 +35,7 @@ Gitlab::Popen.popen(%W(find /some/path -not -path /some/path -mmin +120 -delete)
 
 This coding style could have prevented CVE-2013-4490.
 
-## Always use the configurable git binary path for git commands
+## Always use the configurable Git binary path for Git commands
 
 ```ruby
 # Wrong
@@ -114,7 +114,7 @@ user = `whoami`
 user, exit_status = Gitlab::Popen.popen(%W(whoami))
 ```
 
-In other repositories, such as gitlab-shell you can also use `IO.popen`.
+In other repositories, such as GitLab Shell you can also use `IO.popen`.
 
 ```ruby
 # Safe IO.popen example
diff --git a/doc/gitlab-basics/add-file.md b/doc/gitlab-basics/add-file.md
index 41cc8bc4aeb..d547584bf80 100644
--- a/doc/gitlab-basics/add-file.md
+++ b/doc/gitlab-basics/add-file.md
@@ -70,7 +70,7 @@ git commit -m "DESCRIBE COMMIT IN A FEW WORDS"
 ```
 
 Now you can push (send) your changes (in the branch `<branch-name>`) to GitLab
-(the git remote named 'origin'):
+(the Git remote named 'origin'):
 
 ```sh
 git push origin <branch-name>
diff --git a/doc/gitlab-basics/command-line-commands.md b/doc/gitlab-basics/command-line-commands.md
index ed70d3ce598..74539b33642 100644
--- a/doc/gitlab-basics/command-line-commands.md
+++ b/doc/gitlab-basics/command-line-commands.md
@@ -10,7 +10,7 @@ learn, in order to make full use of the command line.
 
 ## Start working on your project
 
-To work on a git project locally (from your own computer), with the command line,
+To work on a Git project locally (from your own computer), with the command line,
 first you will need to [clone (copy) it](start-using-git.md#clone-a-repository) to
 your computer.
 
diff --git a/doc/install/README.md b/doc/install/README.md
index af98791c8e9..fd91527ed4c 100644
--- a/doc/install/README.md
+++ b/doc/install/README.md
@@ -13,7 +13,7 @@ and cost of hosting.
 
 There are many ways you can install GitLab depending on your platform:
 
-1. **Omnibus Gitlab**: The official deb/rpm packages that contain a bundle of GitLab
+1. **Omnibus GitLab**: The official deb/rpm packages that contain a bundle of GitLab
    and the various components it depends on like PostgreSQL, Redis, Sidekiq, etc.
 1. **GitLab Helm chart**: The cloud native Helm chart for installing GitLab and all
    its components on Kubernetes.
diff --git a/doc/install/installation.md b/doc/install/installation.md
index 6d64b8a4936..2989a4edaf7 100644
--- a/doc/install/installation.md
+++ b/doc/install/installation.md
@@ -57,18 +57,18 @@ of this page:
 ```
 
 - `/home/git/.ssh` - Contains OpenSSH settings. Specifically the `authorized_keys`
-  file managed by gitlab-shell.
+  file managed by GitLab Shell.
 - `/home/git/gitlab` - GitLab core software.
 - `/home/git/gitlab-shell` - Core add-on component of GitLab. Maintains SSH
   cloning and other functionality.
 - `/home/git/repositories` - Bare repositories for all projects organized by
-  namespace. This is where the git repositories which are pushed/pulled are
+  namespace. This is where the Git repositories which are pushed/pulled are
   maintained for all projects. **This area contains critical data for projects.
   [Keep a backup](../raketasks/backup_restore.md).**
 
 NOTE: **Note:**
 The default locations for repositories can be configured in `config/gitlab.yml`
-of GitLab and `config.yml` of gitlab-shell.
+of GitLab and `config.yml` of GitLab Shell.
 
 For a more in-depth overview, see the [GitLab architecture doc](../development/architecture.md).
 
@@ -569,7 +569,7 @@ GitLab Shell application startup time can be greatly reduced by disabling RubyGe
 - Compile Ruby with `configure --disable-rubygems` to disable RubyGems by default. Not recommended for system-wide Ruby.
 - Omnibus GitLab [replaces the *shebang* line of the `gitlab-shell/bin/*` scripts](https://gitlab.com/gitlab-org/omnibus-gitlab/merge_requests/1707).
 
-### Install gitlab-workhorse
+### Install GitLab Workhorse
 
 GitLab-Workhorse uses [GNU Make](https://www.gnu.org/software/make/). The
 following command-line will install GitLab-Workhorse in `/home/git/gitlab-workhorse`
@@ -833,7 +833,7 @@ To use GitLab with HTTPS:
 1. In `gitlab.yml`:
    1. Set the `port` option in section 1 to `443`.
    1. Set the `https` option in section 1 to `true`.
-1. In the `config.yml` of gitlab-shell:
+1. In the `config.yml` of GitLab Shell:
    1. Set `gitlab_url` option to the HTTPS endpoint of GitLab (e.g. `https://git.example.com`).
    1. Set the certificates using either the `ca_file` or `ca_path` option.
 1. Use the `gitlab-ssl` Nginx example config instead of the `gitlab` config.
@@ -852,7 +852,7 @@ Using a self-signed certificate is discouraged but if you must use it, follow th
    sudo chmod o-r gitlab.key
    ```
 
-1. In the `config.yml` of gitlab-shell set `self_signed_cert` to `true`.
+1. In the `config.yml` of GitLab Shell set `self_signed_cert` to `true`.
 
 ### Enable Reply by email
 
@@ -950,8 +950,8 @@ To use GitLab with Puma:
 
 If you see this message when attempting to clone a repository hosted by GitLab,
 this is likely due to an outdated Nginx or Apache configuration, or a missing or
-misconfigured gitlab-workhorse instance. Double-check that you've
-[installed Go](#3-go), [installed gitlab-workhorse](#install-gitlab-workhorse),
+misconfigured GitLab Workhorse instance. Double-check that you've
+[installed Go](#3-go), [installed GitLab Workhorse](#install-gitlab-workhorse),
 and correctly [configured Nginx](#site-configuration).
 
 ### google-protobuf "LoadError: /lib/x86_64-linux-gnu/libc.so.6: version `GLIBC_2.14' not found"
diff --git a/doc/install/relative_url.md b/doc/install/relative_url.md
index bc6364f57f7..595304e27e2 100644
--- a/doc/install/relative_url.md
+++ b/doc/install/relative_url.md
@@ -110,7 +110,7 @@ Make sure to follow all steps below:
 
    **Note:**
    If you are using a custom init script, make sure to edit the above
-   gitlab-workhorse setting as needed.
+   GitLab Workhorse setting as needed.
 
 1. [Restart GitLab][] for the changes to take effect.