diff --git a/docs/source/changelog.rst b/docs/source/changelog.rst
index 837d48e7..d476d023 100644
--- a/docs/source/changelog.rst
+++ b/docs/source/changelog.rst
@@ -1,6 +1,12 @@
 Changelog
 =========
 
+2022.5.0
+--------
+
+- aiobotocore 2.3 (#622, fixes #558)
+- rate limiting (#619, #620)
+
 2022.3.0
 --------
 
diff --git a/release-procedure.md b/release-procedure.md
index 4332616e..d2c7757f 100644
--- a/release-procedure.md
+++ b/release-procedure.md
@@ -1,6 +1,9 @@
 1.  Verify tests on Linux, OS-X, and Windows
 
-2.  Update version in setup.py and s3fs/__init__.py and commit
+2.  Complete entries in `docs/source/changelog.rst`.
+
+    There's no need for changing version numbers in source files.
+    The release version will be determined from the git tag (see below).
 
 3.  Tag the commit