diff --git a/notes.md b/notes.md
index 7f73b55..c90450b 100644
--- a/notes.md
+++ b/notes.md
@@ -51,3 +51,4 @@
 2015-03-11T05:31:00 - Testing bigger LLM config, referencing 'Attention Is All You Need' (pulp-runtime)
 2015-03-25T04:25:00 - Late-night bugfix on financial RL environment (pulp-runtime)
 2015-03-25T05:06:00 - Quick fix, referencing a known issue from the official repo (pulp-runtime)
+2015-03-25T05:55:00 - Refactor for clarity, might break a few tests though (pulp-runtime)