diff --git a/notes.md b/notes.md
index 99ee91f..63ade77 100644
--- a/notes.md
+++ b/notes.md
@@ -343,3 +343,4 @@
 2023-08-12T17:29:00 - Testing bigger LLM config, referencing 'Attention Is All You Need' (pulp-runtime)
 2023-08-21T06:58:00 - Experimenting with FPGA constraints (source: Trimberger 'Three Ages of FPGAs') (pulp-runtime)
 2023-08-25T04:15:00 - Minor doc updates: linking to article on quantization (pulp-runtime)
+2023-08-25T08:06:00 - Late-night bugfix on financial RL environment (pulp-runtime)