diff --git a/draft/2025-12-17-this-week-in-rust.md b/draft/2025-12-17-this-week-in-rust.md
index d3388ee0f..c81721b07 100644
--- a/draft/2025-12-17-this-week-in-rust.md
+++ b/draft/2025-12-17-this-week-in-rust.md
@@ -47,6 +47,8 @@ and just ask the editors to select the category.
 
 ### Observations/Thoughts
 
+* [Finding Alignment by Visualizing Music With Rust](https://positron.solutions/articles/finding-alignment-by-visualizing-music)
+
 ### Rust Walkthroughs
 
 ### Research