diff --git a/notes.md b/notes.md
index b40dc3b56..ec109040e 100644
--- a/notes.md
+++ b/notes.md
@@ -294,3 +294,4 @@
 2024-05-10T22:55:00 - Quick fix, referencing a known issue from the official repo (cryptography)
 2024-05-10T08:18:00 - Testing bigger LLM config, referencing 'Attention Is All You Need' (cryptography)
 2024-09-10T21:00:00 - Testing bigger LLM config, referencing 'Attention Is All You Need' (cryptography)
+2024-09-10T20:10:00 - Refactor for clarity, might break a few tests though (cryptography)