diff --git a/CONTRIBUTING.rst b/CONTRIBUTING.rst
index 59147b31..d994bb1d 100644
--- a/CONTRIBUTING.rst
+++ b/CONTRIBUTING.rst
@@ -132,8 +132,8 @@ Contribution quality standards
 * Ensure your code is compatible with the `officially-supported Python releases`_.
 * Add docs and tests for your changes. Undocumented and untested features will
   not be accepted.
-* `Run all the tests`_ **on all versions of Python supported by Pelican** to
-  ensure nothing was accidentally broken.
+* :pelican-doc:`Run all the tests <contribute>` **on all versions of Python
+  supported by Pelican** to ensure nothing was accidentally broken.
 
 Check out our `Git Tips`_ page or `ask for help`_ if you
 need assistance or have any questions about these guidelines.
diff --git a/docs/conf.py b/docs/conf.py
index 0211c71a..8f80ba63 100644
--- a/docs/conf.py
+++ b/docs/conf.py
@@ -25,7 +25,7 @@ rst_prolog = '''
 '''.format(last_stable)
 
 extlinks = {
-    'pelican-doc':  ('https://docs.getpelican.com/%s/', '%s')
+    'pelican-doc':  ('https://docs.getpelican.com/en/latest/%s.html', '%s')
 }
 
 # -- Options for HTML output --------------------------------------------------