diff --git a/changes/3594.bugfix.md b/changes/3594.bugfix.md
deleted file mode 100644
index 8a43120cb3..0000000000
--- a/changes/3594.bugfix.md
+++ /dev/null
@@ -1 +0,0 @@
-Fix formatting errors in the release notes section of the docs.
\ No newline at end of file
diff --git a/docs/release-notes.md b/docs/release-notes.md
index 03da403574..71c095e19a 100644
--- a/docs/release-notes.md
+++ b/docs/release-notes.md
@@ -2,6 +2,13 @@
 
 <!-- towncrier release notes start -->
 
+# zarr 3.1.5 (2025-11-21)
+
+## Bugfixes
+
+- Fix formatting errors in the release notes section of the docs. ([#3594](https://github.com/zarr-developers/zarr-python/issues/3594))
+
+
 ## 3.1.4 (2025-11-20)
 
 ### Features