Whiskine commented on code in PR #51980:
URL: https://github.com/apache/airflow/pull/51980#discussion_r2159882877


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docs/README.md:
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@@ -229,22 +228,22 @@ bad links or when we change some of the structure in the 
documentation. This can
 
 ## Manually publishing documentation directly to S3
 
-The regular publishing workflows involve running Github Actions workflow and 
they cover majority of cases,
-however sometimes some manual updates and cherry-picks are needed, when we 
discover problems with the
-publishing and doc building code - for example when we find that we need to 
fix extensions to sphinx.
+The regular publishing workflows involve running a GitHub Actions workflow, 
and they cover the majority of cases.
+However, sometimes, some manual updates and cherry-picks are needed, when we 
discover problems with the
+publishing and doc building code - for example, when we find that we need to 
fix extensions to sphinx.
 
-In such case, release manager or a committer can build and publish 
documentation locally - providing that
+In such a case, the release manager or a committer can build and publish 
documentation locally - providing that
 they configure AWS credentials to be able to upload files to S3. You can ask in
 the #internal-airflow-ci-cd channel on Airflow Slack to get your AWS 
credentials configured.
 
-You can checkout locally a version of airflow repo that you need and apply any 
cherry-picks you need before
+You can check out locally a version of airflow repo that you need and apply 
any cherry-picks you need before

Review Comment:
   done!



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