diff --git a/README.md b/README.md
index 4371dc3..f2b4b98 100644
--- a/README.md
+++ b/README.md
@@ -1,6 +1,6 @@
 
 
-## Integrating {quarto-webr} with {altdoc} through {quarto-Panelize}
+## Integrating {quarto-webr} with {altdoc} through {quarto-panelize}
 
 In this experiment, we’ll cover how to incorporate interactive code
 cells on an R package documentation website powered by
@@ -281,3 +281,11 @@ Feel free to check the live demo and source code for more details.
 - [Source Code](https://github.com/coatless-r-n-d/quarto-webr-in-altdoc)
 - [Live
   Demo](https://rd.thecoatlessprofessor.com/quarto-webr-in-altdoc/man/in_webr.html)
+
+## Acknowledgements
+
+This experiment greatly benefited from insights gleaned from discussing
+the use of extensions and pre-render scripts on the [`{altdoc}` issue
+tracker](https://github.com/etiennebacher/altdoc/issues/253) and with
+the Quarto developer team on different ways to approach handle cell
+changes.
diff --git a/README.qmd b/README.qmd
index 4e6e62e..e8b9632 100644
--- a/README.qmd
+++ b/README.qmd
@@ -1,4 +1,4 @@
-## Integrating {quarto-webr} with {altdoc} through {quarto-Panelize}
+## Integrating {quarto-webr} with {altdoc} through {quarto-panelize}
 
 In this experiment, we'll cover how to incorporate interactive code cells on an
 R package documentation website powered by [`{altdoc}`](https://altdoc.etiennebacher.com/#/). We'll use [`{quarto-panelize}`](https://github.com/coatless-quarto/panelize) to
@@ -261,3 +261,9 @@ Feel free to check the live demo and source code for more details.
 - [Source Code](https://github.com/coatless-r-n-d/quarto-webr-in-altdoc)
 - [Live Demo](https://rd.thecoatlessprofessor.com/quarto-webr-in-altdoc/man/in_webr.html)
 
+## Acknowledgements
+
+This experiment greatly benefited from insights gleaned from discussing
+the use of extensions and pre-render scripts on the [`{altdoc}` issue tracker](https://github.com/etiennebacher/altdoc/issues/253) and with
+the Quarto developer team on different ways to approach handle cell changes.
+