diff --git a/source/discussions/setup-py-deprecated.rst b/source/discussions/setup-py-deprecated.rst
index 1c2eae3fa..6bcd15b58 100644
--- a/source/discussions/setup-py-deprecated.rst
+++ b/source/discussions/setup-py-deprecated.rst
@@ -210,6 +210,6 @@ has now been reduced to the role of a build backend.
 Where to read more about this?
 ==============================
 
-* https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html
+* `Why you shouldn't invoke setup.py directly <https://blog.ganssle.io/articles/2021/10/setup-py-deprecated.html>`__ by Paul Ganssle
 
 * :doc:`setuptools:deprecated/commands`