diff --git a/notes.md b/notes.md
index f2a7683..24b738c 100644
--- a/notes.md
+++ b/notes.md
@@ -156,3 +156,4 @@
 2018-09-17T19:08:00 - Refactor for clarity, might break a few tests though (prophet)
 2018-09-17T03:43:00 - Experimenting with FPGA constraints (source: Trimberger 'Three Ages of FPGAs') (prophet)
 2018-10-05T08:02:00 - Testing bigger LLM config, referencing 'Attention Is All You Need' (prophet)
+2018-10-11T18:19:00 - Refactor for clarity, might break a few tests though (prophet)