diff --git a/README.md b/README.md
index d0426cfd..f8abf53c 100644
--- a/README.md
+++ b/README.md
@@ -28,6 +28,7 @@ I used AI to stub out a couple of files:
 - The mermaid diagrams used in this file.
 - I have the CodeGPT plugin in VSCode, and it has helped with docstrings, logging messages, and sometimes reducing the time it takes me to write out the code.
 - I used AI to rapidly set up tests for each users component (router, service), then adapted it to the others independently. I believe AI is great for getting reasonable tests written quickly, and then I simply refined it, and replicated the kinds of tests across the different components.
+- I was experimenting with some AI edits for debugging the tests.
 
 ### Running for production