Update publishing workflow docs

docs/contributing.md

@@ -78,12 +78,13 @@ out to the developers of the dependency before the package is released to a wide
 
 [scanpy-test-docs]: https://scanpy.readthedocs.io/en/latest/dev/testing.html#writing-tests
 
-## Publishing a release
+## Making a release
 
-### Updating the version number
+1. **Review and update the changelog.** Make sure the changelog is up-to-date and change the top line from `[Unreleased]` to the version number you intend to publish.
+2. **Create a release on GitHub.**  Navigate to the "Releases" page of this project on GitHub. Specify vX.X.X as a tag name and create a release. For more information, see [managing GitHub releases][].
 
-Scirpy uses [hatch-vcs](https://github.com/ofek/hatch-vcs) to automaticlly retrieve the version number
-from the git tag. To make a new release, navigate to the “Releases” page of this project on GitHub. Specify vX.X.X as a tag name and create a release. For more information, see [managing GitHub releases][]. This will automatically create a git tag and trigger a Github workflow that creates a release on PyPI.
+**That's it!** The release will be built automatically and published on PyPI using GitHub actions using the [trusted publishing workflow](https://docs.pypi.org/trusted-publishers/). 
+Scirpy uses [hatch-vcs](https://github.com/ofek/hatch-vcs) to automaticlly retrieve the version number from the git tag. Therefore, it is not necessary to bump versions in the code. 
 
 ## Writing documentation