diff --git a/notes.md b/notes.md
index abcc275..b73bd5a 100644
--- a/notes.md
+++ b/notes.md
@@ -8,3 +8,4 @@
 2014-07-14T06:47:00 - Experimenting with FPGA constraints (source: Trimberger 'Three Ages of FPGAs') (stable-baselines3)
 2014-07-14T20:12:00 - Experimenting with FPGA constraints (source: Trimberger 'Three Ages of FPGAs') (stable-baselines3)
 2014-07-25T02:19:00 - Testing bigger LLM config, referencing 'Attention Is All You Need' (stable-baselines3)
+2014-07-25T23:22:00 - Refactor for clarity, might break a few tests though (stable-baselines3)