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potiuk pushed a commit to branch main
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The following commit(s) were added to refs/heads/main by this push:
     new 1647dedba57 Update documentation about publishing docs to staging 
(#50568)
1647dedba57 is described below

commit 1647dedba571978ff09f1917e0199144f49f2256
Author: Jarek Potiuk <ja...@potiuk.com>
AuthorDate: Wed May 14 16:45:08 2025 +0200

    Update documentation about publishing docs to staging (#50568)
    
    * Update documentation about publishing docs to staging
    
    Fixes ##50567
    
    * Update dev/README_RELEASE_AIRFLOW.md
    
    Co-authored-by: Pierre Jeambrun <pierrejb...@gmail.com>
    
    * fixup! Update dev/README_RELEASE_AIRFLOW.md
    
    ---------
    
    Co-authored-by: Pierre Jeambrun <pierrejb...@gmail.com>
---
 dev/README_RELEASE_AIRFLOW.md    |  54 ++++++++++++++++-----
 dev/README_RELEASE_HELM_CHART.md |  47 ++++++++++++++----
 dev/README_RELEASE_PROVIDERS.md  | 100 +++++++++++++++++++++++++++++++--------
 docs/README.md                   |  43 ++++++++++++++---
 docs/images/publish-site.png     | Bin 24194 -> 0 bytes
 docs/images/publish_site.png     | Bin 0 -> 173681 bytes
 6 files changed, 199 insertions(+), 45 deletions(-)

diff --git a/dev/README_RELEASE_AIRFLOW.md b/dev/README_RELEASE_AIRFLOW.md
index ebe8349a82b..6e426edab64 100644
--- a/dev/README_RELEASE_AIRFLOW.md
+++ b/dev/README_RELEASE_AIRFLOW.md
@@ -27,6 +27,7 @@
 - [Prepare the Apache Airflow Package 
RC](#prepare-the-apache-airflow-package-rc)
   - [Update the milestone](#update-the-milestone)
   - [Build RC artifacts](#build-rc-artifacts)
+  - [Publish release candidate documentation 
(staging)](#publish-release-candidate-documentation-staging)
   - [Prepare production Docker Image RC](#prepare-production-docker-image-rc)
   - [Prepare Vote email on the Apache Airflow release 
candidate](#prepare-vote-email-on-the-apache-airflow-release-candidate)
 - [Verify the release candidate by PMC 
members](#verify-the-release-candidate-by-pmc-members)
@@ -42,7 +43,7 @@
   - [Publish release to SVN](#publish-release-to-svn)
   - [Manually prepare production Docker 
Image](#manually-prepare-production-docker-image)
   - [Verify production images](#verify-production-images)
-  - [Publish documentation](#publish-documentation)
+  - [Publish final documentation](#publish-final-documentation)
   - [Notify developers of release](#notify-developers-of-release)
   - [Send announcements about security issues fixed in the 
release](#send-announcements-about-security-issues-fixed-in-the-release)
   - [Add release data to Apache Committee Report 
Helper](#add-release-data-to-apache-committee-report-helper)
@@ -330,6 +331,37 @@ pipx install -e ./dev/breeze
     --current-release ${VERSION}
     ```
 
+## Publish release candidate documentation (staging)
+
+Documentation is an essential part of the product and should be made available 
to users.
+In our cases, documentation for the pre-release versions is published in 
staging S3 bucket.
+The documentation source code and build tools are available in the 
`apache/airflow` repository, so
+you need to run several workflows to publish the documentation. More details 
about it can be found in
+[Docs README](../docs/README.md) showing the architecture and workflows 
including manual workflows for
+emergency cases.
+
+There are two steps to publish the documentation:
+
+1. Publish the documentation to the staging S3 bucket.
+
+The release manager publishes the documentation using GitHub Actions workflow
+[Publish Docs to 
S3](https://github.com/apache/airflow/actions/workflows/publish-docs-to-s3.yml).
 You should
+specify the RC tag and choose `s3://staging-docs-airflow-apache-org/docs` 
bucket as destination
+
+You should specify 'apache-airflow docker-stack' passed as packages to be
+built.
+
+After that step, the provider documentation should be available under 
https://airflow.stage.apache.org//
+URL (RC PyPI packages are build with the staging urls) but stable links and 
drop-down boxes are not updated yet.
+
+2. Invalidate Fastly cache, update version drop-down and stable links with the 
new versions of the documentation.
+
+In order to do it, you need to run the [Build 
docs](https://github.com/apache/airflow-site/actions/workflows/build.yml)
+workflow in `airflow-site` repository - but make sure to use `staging` branch.
+
+After that workflow completes, the new version should be available in the 
drop-down list and stable links
+should be updated, also Fastly cache will be updated
+
 ## Prepare production Docker Image RC
 
 Production Docker images should be manually prepared and pushed by the release 
manager or another committer
@@ -815,10 +847,10 @@ docker pull apache/airflow:${VERSION}
 breeze prod-image verify --image-name apache/airflow:${VERSION}
 ```
 
-## Publish documentation
+## Publish final documentation
 
 Documentation is an essential part of the product and should be made available 
to users.
-In our cases, documentation for the released versions is published in S3 
bucket, and the site is
+In our cases, documentation for the released versions is published in the live 
S3 bucket, and the site is
 kept in a separate repository - 
[`apache/airflow-site`](https://github.com/apache/airflow-site),
 but the documentation source code and build tools are available in the 
`apache/airflow` repository, so
 you need to run several workflows to publish the documentation. More details 
about it can be found in
@@ -832,20 +864,20 @@ There are two steps to publish the documentation:
 The release manager publishes the documentation using GitHub Actions workflow
 [Publish Docs to 
S3](https://github.com/apache/airflow/actions/workflows/publish-docs-to-s3.yml).
 
-You can specify the tag to use to build the docs and 'apache-airflow 
docker-stack' passed as packages to be
-built.
+You should specify the final tag to build the docs and 'apache-airflow 
docker-stack' should be
+passed as packages to be built. The Live bucket should be selected as 
destination location.
 
-After that step, the provider documentation should be available under the 
usual urls (same as in PyPI packages)
-but stable links and drop-down boxes should not be updated.
+After that step, the provider documentation should be available under the 
https://airflow.apache.org/ URL
+(also linked directly from the PyPI packages) but stable links and drop-down 
boxes should not be yet updated.
+That allows the Release Manager to verify if the documentation is published.
 
-2. Update version drop-down and stable links with the new versions of the 
documentation.
+2. Invalidate Fastly Cache, update version drop-down and stable links with the 
new versions of the documentation.
 
 In order to do it, you need to run the [Build 
docs](https://github.com/apache/airflow-site/actions/workflows/build.yml)
-workflow in `airflow-site` repository.
+workflow in `airflow-site` repository. Make sure to use `main` as the branch 
to run the workflow.
 
 After that workflow completes, the new version should be available in the 
drop-down list and stable links
-should be updated.
-
+should be updated, also Fastly cache will be invalidated.
 
 ## Notify developers of release
 
diff --git a/dev/README_RELEASE_HELM_CHART.md b/dev/README_RELEASE_HELM_CHART.md
index 2946da45761..efc55caf920 100644
--- a/dev/README_RELEASE_HELM_CHART.md
+++ b/dev/README_RELEASE_HELM_CHART.md
@@ -27,6 +27,7 @@
   - [Build Release Notes](#build-release-notes)
   - [Update minimum version of 
Kubernetes](#update-minimum-version-of-kubernetes)
   - [Build RC artifacts](#build-rc-artifacts)
+  - [Publish rc documentation](#publish-rc-documentation)
   - [Prepare issue for testing status of 
rc](#prepare-issue-for-testing-status-of-rc)
   - [Prepare Vote email on the Apache Airflow release 
candidate](#prepare-vote-email-on-the-apache-airflow-release-candidate)
 - [Verify the release candidate by PMC 
members](#verify-the-release-candidate-by-pmc-members)
@@ -40,7 +41,7 @@
   - [Summarize the voting for the 
release](#summarize-the-voting-for-the-release)
   - [Publish release to SVN](#publish-release-to-svn)
   - [Publish release tag](#publish-release-tag)
-  - [Publish documentation](#publish-documentation)
+  - [Publish final documentation](#publish-final-documentation)
   - [Notify developers of release](#notify-developers-of-release)
   - [Send announcements about security issues fixed in the 
release](#send-announcements-about-security-issues-fixed-in-the-release)
   - [Add release data to Apache Committee Report 
Helper](#add-release-data-to-apache-committee-report-helper)
@@ -280,6 +281,36 @@ popd
   git push apache tag helm-chart/${VERSION}${VERSION_SUFFIX}
   ```
 
+## Publish rc documentation
+
+Documentation is an essential part of the product and should be made available 
to users.
+In our cases, documentation for the released versions is published in S3 
bucket, and the site is
+kept in a separate repository - 
[`apache/airflow-site`](https://github.com/apache/airflow-site),
+but the documentation source code and build tools are available in the 
`apache/airflow` repository, so
+you need to run several workflows to publish the documentation. More details 
about it can be found in
+[Docs README](../docs/README.md) showing the architecture and workflows 
including manual workflows for
+emergency cases.
+
+There are two steps to publish the documentation:
+
+1. Publish the documentation to the staging S3 bucket.
+
+The release manager publishes the documentation using GitHub Actions workflow
+[Publish Docs to 
S3](https://github.com/apache/airflow/actions/workflows/publish-docs-to-s3.yml).
+
+You can specify the RC tag to use to build the docs and 'helm-chart' passed as 
packages to be built.
+
+After that step, the provider documentation should be available under the 
https://airflow.staged.apache.org
+(same as in the helm chart documentation).
+
+2. Invalidate Fastly cache for the documentation.
+
+In order to do it, you need to run the [Build 
docs](https://github.com/apache/airflow-site/actions/workflows/build.yml)
+workflow in `airflow-site` repository. Make sure to use `staging` branch.
+
+After that workflow completes, the new version should be available in the 
drop-down list and stable links
+should be updated and Fastly cache should be invalidated.
+
 ## Prepare issue for testing status of rc
 
 Create an issue for testing status of the RC (PREVIOUS_RELEASE should be the 
previous release version
@@ -684,7 +715,7 @@ git tag -s helm-chart/${VERSION} -m "Apache Airflow Helm 
Chart ${VERSION}"
 git push apache helm-chart/${VERSION}
 ```
 
-## Publish documentation
+## Publish final documentation
 
 Documentation is an essential part of the product and should be made available 
to users.
 In our cases, documentation for the released versions is published in S3 
bucket, and the site is
@@ -696,23 +727,23 @@ emergency cases.
 
 There are two steps to publish the documentation:
 
-1. Publish the documentation to S3 bucket.
+1. Publish the documentation to the live S3 bucket.
 
 The release manager publishes the documentation using GitHub Actions workflow
 [Publish Docs to 
S3](https://github.com/apache/airflow/actions/workflows/publish-docs-to-s3.yml).
 
 You can specify the tag to use to build the docs and 'helm-chart' passed as 
packages to be built.
 
-After that step, the provider documentation should be available under the 
usual urls (same as in PyPI packages)
-but stable links and drop-down boxes should not be updated.
+After that step, the provider documentation should be available under the 
https://airflow.apache.org
+(same as in the helm chart documentation).
 
-2. Update version drop-down and stable links with the new versions of the 
documentation.
+2. Invalidated Fastly cache for the documentation.
 
 In order to do it, you need to run the [Build 
docs](https://github.com/apache/airflow-site/actions/workflows/build.yml)
-workflow in `airflow-site` repository.
+workflow in `airflow-site` repository. Make sure to use `main` branch.
 
 After that workflow completes, the new version should be available in the 
drop-down list and stable links
-should be updated.
+should be updated and Fastly cache should be invalidated.
 
 
 ## Notify developers of release
diff --git a/dev/README_RELEASE_PROVIDERS.md b/dev/README_RELEASE_PROVIDERS.md
index 014750550fc..f3f507b9de5 100644
--- a/dev/README_RELEASE_PROVIDERS.md
+++ b/dev/README_RELEASE_PROVIDERS.md
@@ -35,8 +35,9 @@
   - [Build Provider distributions for SVN apache 
upload](#build-provider-distributions-for-svn-apache-upload)
   - [Build and sign the source and convenience 
packages](#build-and-sign-the-source-and-convenience-packages)
   - [Commit the source packages to Apache SVN 
repo](#commit-the-source-packages-to-apache-svn-repo)
-  - [Publish the Regular convenience package to 
PyPI](#publish-the-regular-convenience-package-to-pypi)
+  - [Publish the Regular distributions to PyPI (release 
candidates)](#publish-the-regular-distributions-to-pypi-release-candidates)
   - [Add tags in git](#add-tags-in-git)
+  - [Publish release candidate 
documentation](#publish-release-candidate-documentation)
   - [Prepare issue in GitHub to keep status of 
testing](#prepare-issue-in-github-to-keep-status-of-testing)
   - [Prepare voting email for Providers release 
candidate](#prepare-voting-email-for-providers-release-candidate)
   - [Verify the release candidate by PMC 
members](#verify-the-release-candidate-by-pmc-members)
@@ -46,7 +47,7 @@
   - [Publish release to SVN](#publish-release-to-svn)
   - [Publish the packages to PyPI](#publish-the-packages-to-pypi)
   - [Add tags in git](#add-tags-in-git-1)
-  - [Publish documentation](#publish-documentation)
+  - [Publish final documentation](#publish-final-documentation)
   - [Update providers metadata](#update-providers-metadata)
   - [Notify developers of release](#notify-developers-of-release)
   - [Send announcements about security issues fixed in the 
release](#send-announcements-about-security-issues-fixed-in-the-release)
@@ -414,7 +415,7 @@ svn rm file_name  // repeate that for every file
 svn commit -m "delete old providers"
 ```
 
-## Publish the Regular convenience package to PyPI
+## Publish the Regular distributions to PyPI (release candidates)
 
 In order to publish release candidate to PyPI you just need to build and 
release packages.
 The packages should however contain the rcN suffix in the version file name 
but not internally in the package,
@@ -485,6 +486,63 @@ If you want to disable this behaviour, set the env 
**CLEAN_LOCAL_TAGS** to false
 breeze release-management tag-providers
 ```
 
+## Publish release candidate documentation
+
+Documentation is an essential part of the product and should be made available 
to users.
+In our cases, documentation for the released versions is published in the 
staging S3 bucket, and the site is
+kept in a separate repository - 
[`apache/airflow-site`](https://github.com/apache/airflow-site),
+but the documentation source code and build tools are available in the 
`apache/airflow` repository, so
+you need to run several workflows to publish the documentation. More details 
about it can be found in
+[Docs README](../docs/README.md) showing the architecture and workflows 
including manual workflows for
+emergency cases.
+
+There are two steps to publish the documentation:
+
+1. Publish the documentation to the staging S3 bucket.
+
+The release manager publishes the documentation using GitHub Actions workflow
+[Publish Docs to 
S3](https://github.com/apache/airflow/actions/workflows/publish-docs-to-s3.yml).
+
+You should specify the final tag to use to build the docs and list of 
providers to publish
+(separated by spaces) or ``all-providers`` in case you want to publish all 
providers
+(optionally you can exclude some of those providers). You should use `staging` 
bucket to publish the release
+candidate documentation.
+
+After that step, the provider documentation should be available under the 
http://airflow.staged.apache.org URL
+(also present in the PyPI packages) but stable links and drop-down boxes 
should not be yet updated.
+
+2. Invalidate Fastly cache, update version drop-down and stable links with the 
new versions of the documentation.
+
+Before doing it - review the state of removed, suspended, new packages in
+[the docs 
index](https://github.com/apache/airflow-site/blob/master/landing-pages/site/content/en/docs/_index.md):
+Make sure to use `staging` branch to run the workflow.
+
+There are few special considerations when the list of provider is updated.
+
+- If you publish a new package, you must add it to the list of packages in the 
index.
+- If there are changes to suspension or removal status of a package, you must 
move it appropriate section.
+
+- In case you need to make any changes - create the commit and push changes 
and merge it to `staging` branch.
+  in [airflow-site](https://github.com/apache/airflow-site) repository.
+
+```shell script
+cd "${AIRFLOW_SITE_DIRECTORY}"
+branch="add-documentation-$(date "+%Y-%m-%d%n")"
+git checkout -b "${branch}"
+git add .
+git commit -m "Add documentation for packages - $(date "+%Y-%m-%d%n")"
+git push --set-upstream origin "${branch}"
+```
+
+Merging the PR with the index changes to `staging` will trigger site 
publishing.
+
+If you do not need to merge a PR, you should manually run the
+[Build 
docs](https://github.com/apache/airflow-site/actions/workflows/build.yml)
+workflow in `airflow-site` repository to refresh indexes and drop-downs.
+
+After that build from PR or workflow completes, the new version should be 
available in the drop-down
+list and stable links should be updated, also Fastly cache will be invalidated.
+
 ## Prepare issue in GitHub to keep status of testing
 
 Create a GitHub issue with the content generated via manual execution of the 
command below. You will use
@@ -1136,10 +1194,10 @@ If you want to disable this behaviour, set the env 
**CLEAN_LOCAL_TAGS** to false
 breeze release-management tag-providers
 ```
 
-## Publish documentation
+## Publish final documentation
 
 Documentation is an essential part of the product and should be made available 
to users.
-In our cases, documentation for the released versions is published in S3 
bucket, and the site is
+In our cases, documentation for the released versions is published in the live 
S3 bucket, and the site is
 kept in a separate repository - 
[`apache/airflow-site`](https://github.com/apache/airflow-site),
 but the documentation source code and build tools are available in the 
`apache/airflow` repository, so
 you need to run several workflows to publish the documentation. More details 
about it can be found in
@@ -1148,29 +1206,31 @@ emergency cases.
 
 There are two steps to publish the documentation:
 
-1. Publish the documentation to S3 bucket.
+1. Publish the documentation to the live S3 bucket.
 
 The release manager publishes the documentation using GitHub Actions workflow
 [Publish Docs to 
S3](https://github.com/apache/airflow/actions/workflows/publish-docs-to-s3.yml).
 
-You can specify the tag to use to build the docs and list of providers to 
publish (separated by spaces) or
-``all-providers`` in case you want to publish all providers (optionally you 
can exclude
-some of those providers)
+You should specify the final tag to use to build the docs and list of 
providers to publish
+(separated by spaces) or ``all-providers`` in case you want to publish all 
providers
+(optionally you can exclude some of those providers). You should use `live` 
bucket to publish the final
+release documentation.
 
-After that step, the provider documentation should be available under the 
usual urls (same as in PyPI packages)
-but stable links and drop-down boxes should not be updated.
+After that step, the provider documentation should be available under the 
http://airflow.apache.org URL
+(also present in the PyPI packages) but stable links and drop-down boxes 
should not be yet updated.
 
-Use "live" S3 to publish the final documentation.
-
-2. Update version drop-down and stable links with the new versions of the 
documentation.
+2. Invalidate Fastly cache, update version drop-down and stable links with the 
new versions of the documentation.
 
 Before doing it - review the state of removed, suspended, new packages in
 [the docs 
index](https://github.com/apache/airflow-site/blob/master/landing-pages/site/content/en/docs/_index.md):
+Make sure to use `main` branch to run the workflow.
+
+There are few special considerations when the list of provider is updated.
 
 - If you publish a new package, you must add it to the list of packages in the 
index.
-- If there are changes to suspension or removal status of a package  you must 
move it appropriate section.
+- If there are changes to suspension or removal status of a package, you must 
move it appropriate section.
 
-- In case you need to make any changes - create the commit and push changes 
and merge it to main branch.
+- In case you need to make any changes - create the commit and push changes 
and merge it to `main` branch.
   in [airflow-site](https://github.com/apache/airflow-site) repository.
 
 ```shell script
@@ -1182,14 +1242,14 @@ git commit -m "Add documentation for packages - $(date 
"+%Y-%m-%d%n")"
 git push --set-upstream origin "${branch}"
 ```
 
-Merging the PR with the index changes to main will trigger site publishing.
+Merging the PR with the index changes to `main` will trigger site publishing.
 
-If you do not need to merge a PR, you can manually run the
+If you do not need to merge a PR, you should manually run the
 [Build 
docs](https://github.com/apache/airflow-site/actions/workflows/build.yml)
-workflow in `airflow-site` repository.
+workflow in `airflow-site` repository to refresh indexes and drop-downs.
 
 After that build from PR or workflow completes, the new version should be 
available in the drop-down
-list and stable links should be updated.
+list and stable links should be updated, also Fastly cache will be invalidated.
 
 ## Update providers metadata
 
diff --git a/docs/README.md b/docs/README.md
index 7654e64270a..59f0bd379ef 100644
--- a/docs/README.md
+++ b/docs/README.md
@@ -24,6 +24,7 @@
 - [Documentation configuration](#documentation-configuration)
 - [Architecture of documentation for 
Airflow](#architecture-of-documentation-for-airflow)
 - [Diagrams of the documentation 
architecture](#diagrams-of-the-documentation-architecture)
+- [Staging site](#staging-site)
 - [Typical workflows](#typical-workflows)
   - [Publishing the documentation by the release 
manager](#publishing-the-documentation-by-the-release-manager)
   - [Publishing changes to the website (including 
theme)](#publishing-changes-to-the-website-including-theme)
@@ -85,7 +86,22 @@ This is the diagram of live documentation architecture:
 
 ![Live documentation architecture](images/documentation_architecture.png)
 
-Staging documentation architecture is similar, but uses staging bucket and 
staging Apache Website.
+# Staging site
+
+Staging documentation architecture is similar, but uses staging bucket and 
staging Apache Website. The main
+differences are:
+
+* The staging bucket is `s3://staging-docs-airflow-apache-org/docs/`
+* The staging website is `https://airflow.staged.apache.org/docs/`
+* The staging site is deployed by merging PR or pushing `staging` branch in 
the `airflow-site` repository
+  rather than main. The `staging` branch should be periodically rebased to the 
`main` branch, but while
+  some changes are developed in `staging` it can diverge from `main` branch.
+* Merging into `staging` branch of `airflow-site` repository or pushing 
`staging` branch
+  will automatically trigger the build of the website and publish it to the 
`publish-staging` branch and
+  effectively to the staging site.
+
+Documentation of pre-release versions of Airflow distributions should be 
published to the staging s3
+bucket so that we can test the documentation before we publish it to the live 
bucket.
 
 # Typical workflows
 
@@ -97,6 +113,13 @@ The release manager publishes the documentation using 
GitHub Actions workflow
 [Publish Docs to 
S3](https://github.com/apache/airflow/actions/workflows/publish-docs-to-s3.yml).
 The same workflow can be used to publish Airflow, Helm chart and providers 
documentation.
 
+This workflow is used twice:
+
+* when pre-release distributions are prepared (alpha/beta/rc) - the 
documentation should be published to
+  the staging bucket and staging site should be built and published.
+* when final releases of distributions are prepared - the documentation should 
be published to the live
+  bucket and the live website should be built and published.
+
 The person who triggers the build (release manager) should specify the tag 
name of the docs to be published
 and the list of documentation packages to be published. Usually it is:
 
@@ -108,7 +131,9 @@ Optionally - specifically if we run `all-providers` and 
release manager wants to
 they can specify documentation packages to exclude. Leaving "no-docs-excluded" 
will publish all packages
 specified to be published without exclusions.
 
-You can also specify whether "live" or "staging" documentation should be 
published. The default is "live".
+You can also specify whether "live" or "staging" documentation should be 
published. The default is "live". In
+the future we might add `auto` setting that will publish to "live" or 
"staging" depending on the tag
+used to trigger the workflow.
 
 Example screenshot of the workflow triggered from the GitHub UI:
 
@@ -120,14 +145,20 @@ with direct URL (say 
https://apache.airflow.org/docs/apache-airflow/3.0.1/) but
 point to previous version of the documentation as `stable` and the version 
drop-downs will not be updated.
 
 In order to do it, you need to run the [Build 
docs](https://github.com/apache/airflow-site/actions/workflows/build.yml)
-workflow in `airflow-site` repository. This will build the website and publish 
it to the `publish`
-branch of `airflow-site` repository, including refreshing of the version 
numbers in the drop-downs and
-stable links.
+workflow in `airflow-site` repository.
+
+For `live` site you should run the workflow in `main` branch. For `staging` 
site it should be staging branch.
+This will build the website and publish it to the `publish` branch of 
`airflow-site` repository (for `live`
+site) or `publish-staging` branch, (for `staging` site). The workflow will 
also update the website with
+including refreshing of the version numbers in the drop-downs and stable links.
 
 ![Publishing site](images/publish_site.png)
 
+This workflow also invalidates cache in Fastly that Apache Software Foundation 
uses to serve the website,
+so you should always run it after you modify the documentation for the 
website. Other than that Fastly is
+configured with 3600 seconds TTL - which means that changes will propagate to 
the website in ~1 hour.
 
-Some time after the workflow succeeds and documentation is published, in live 
bucket, the `airflow-site-archive`
+Shortly after the workflow succeeds and documentation is published, in live 
bucket, the `airflow-site-archive`
 repository is automatically synchronized with the live S3 bucket. TODO: 
IMPLEMENT THIS, FOR NOW IT HAS
 TO BE MANUALLY SYNCHRONIZED VIA [Sync s3 to 
GitHub](https://github.com/apache/airflow-site-archive/actions/workflows/s3-to-github.yml)
 workflow in `airflow-site-archive` repository. The `airflow-site-archive` 
essentially keeps the history of
diff --git a/docs/images/publish-site.png b/docs/images/publish-site.png
deleted file mode 100644
index f82d99df365..00000000000
Binary files a/docs/images/publish-site.png and /dev/null differ
diff --git a/docs/images/publish_site.png b/docs/images/publish_site.png
new file mode 100644
index 00000000000..0a6e7b89a8d
Binary files /dev/null and b/docs/images/publish_site.png differ

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