diff --git a/notes.md b/notes.md
index 5f6b99b74af..12a0ba65095 100644
--- a/notes.md
+++ b/notes.md
@@ -353,3 +353,4 @@
 2024-03-04T21:52:00 - Refactor for clarity, might break a few tests though (pytorch)
 2024-01-24T03:33:00 - Testing bigger LLM config, referencing 'Attention Is All You Need' (pytorch)
 2024-01-24T08:02:00 - Testing bigger LLM config, referencing 'Attention Is All You Need' (pytorch)
+2024-01-24T03:17:00 - Late-night bugfix on financial RL environment (pytorch)