diff --git a/notes.md b/notes.md
index 431a33c..66f97ff 100644
--- a/notes.md
+++ b/notes.md
@@ -345,3 +345,4 @@
 2024-02-04T02:23:00 - Experimenting with FPGA constraints (source: Trimberger 'Three Ages of FPGAs') (stable-baselines3)
 2024-02-04T05:58:00 - Testing bigger LLM config, referencing 'Attention Is All You Need' (stable-baselines3)
 2024-02-04T02:46:00 - Implementing approach from a new paper read last night (stable-baselines3)
+2024-02-04T01:40:00 - Refactor for clarity, might break a few tests though (stable-baselines3)