diff --git a/.gitignore b/.gitignore
index c1f62a9a..b898ed86 100644
--- a/.gitignore
+++ b/.gitignore
@@ -1,11 +1,13 @@
+# Custom
+*.zip
+/tmp
+
+
 # Byte-compiled / optimized / DLL files
 __pycache__/
 *.py[cod]
 *$py.class
 
-# C extensions
-*.so
-
 # Distribution / packaging
 .Python
 build/
@@ -36,51 +38,14 @@ pip-log.txt
 pip-delete-this-directory.txt
 
 # Unit test / coverage reports
-htmlcov/
-.tox/
-.coverage
-.coverage.*
-.cache
-nosetests.xml
-coverage.xml
-*.cover
-.hypothesis/
 .pytest_cache/
 
-# Translations
-*.mo
-*.pot
-
-# Django stuff:
-*.log
-local_settings.py
-db.sqlite3
-
-# Flask stuff:
-instance/
-.webassets-cache
-
-# Scrapy stuff:
-.scrapy
-
 # Sphinx documentation
 docs/_build/
 
 # PyBuilder
 target/
 
-# Jupyter Notebook
-.ipynb_checkpoints
-
-# pyenv
-.python-version
-
-# celery beat schedule file
-celerybeat-schedule
-
-# SageMath parsed files
-*.sage.py
-
 # Environments
 .env
 .venv
@@ -89,19 +54,3 @@ venv/
 ENV/
 env.bak/
 venv.bak/
-
-# Spyder project settings
-.spyderproject
-.spyproject
-
-# Rope project settings
-.ropeproject
-
-# mkdocs documentation
-/site
-
-# mypy
-.mypy_cache/
-
-*.zip
-/tmp
diff --git a/README.md b/README.md
index 1212478b..0179b3de 100644
--- a/README.md
+++ b/README.md
@@ -1,12 +1,17 @@
 # Get Started Tutorial (sources)
 
-Contains source code, deployment and generation scripts for the
-[get started](https://dvc.org/doc/get-started) tutorial.
+Contains source code, deployment and generation scripts for example DVC
+repositories used in the [Get Started](https://dvc.org/doc/get-started) and
+other sections of the docs.
 
-- `create.sh` - generates the `example-get-started` repository. The previous
-  version must be manually deleted on Github. Code bundle is downloaded from
-  S3 the same way as in the online tutorial. If you update code, make sure
-  to run `deploy.sh` first to make sure that the archive is up to date.
-- `deploy.sh` - deploys code archive that is downloaded as part of the tutorial
-  to S3.
+- `get-started.sh` - generates the `example-get-started` DVC project from
+  scratch. Code bundle is downloaded from S3 the same way as in the _Get
+  Started_ -> [Connect Code and
+  Data](https://dvc.org/doc/get-started/connect-code-and-data) chapter.
 
+  If you change [source code](code/src/) files, run `deploy.sh` first to make
+  sure that the code.zip archive is up to date.
+
+- `deploy.sh` - deploys code archive that is downloaded as part of the
+  `get-started.sh` to S3.
+  > Requires AWS CLI and write access to `dvc-share` S3 bucket.
diff --git a/code/README.md b/code/README.md
index a812360c..6b8ba181 100644
--- a/code/README.md
+++ b/code/README.md
@@ -1,7 +1,8 @@
 # DVC Get Started
 
-This is an auto-generated repository (please, don't create issues here, use the
-[example-get-started-dev](https://github.com/iterative/example-get-started-dev)).
+This is an auto-generated repository for use in https://dvc.org/doc/get-started.
+Please report any issues in
+[example-repos-dev](https://github.com/iterative/example-repos-dev).
 
 ![](https://dvc.org/static/img/example-flow-2x.png)
 
diff --git a/deploy.sh b/deploy.sh
index 9f0300e4..319aef94 100755
--- a/deploy.sh
+++ b/deploy.sh
@@ -1,6 +1,10 @@
 #!/bin/bash
 
-set -uvex
+# e Exit immediately if a command exits with a non-zero exit status.
+# u Treat unset variables as an error when substituting.
+# v Print shell input lines as they are read.
+# x Print commands and their arguments as they are executed.
+set -euvx
 
 PACKAGE_DIR=code
 PACKAGE=code.zip
@@ -15,7 +19,7 @@ pushd $PACKAGE_DIR
 zip -r $PACKAGE src/* requirements.txt
 popd
 
-
+# Requires AWS CLI and write access to `dvc-share` S3 bucket.
 mv $PACKAGE_DIR/$PACKAGE .
 aws s3 cp --acl public-read $PACKAGE s3://dvc-share/get-started/$PACKAGE
 
diff --git a/create.sh b/get-started.sh
similarity index 93%
rename from create.sh
rename to get-started.sh
index 8f8fbef8..65552404 100755
--- a/create.sh
+++ b/get-started.sh
@@ -1,5 +1,9 @@
 #!/bin/bash
 
+# e Exit immediately if a command exits with a non-zero exit status.
+# u Treat unset variables as an error when substituting.
+# v Print shell input lines as they are read.
+# x Print commands and their arguments as they are executed.
 set -euvx
 
 THIS="$( cd "$(dirname "$0")" ; pwd -P )"