From 8882f8a606f8b1a5afed991f4ab937f7cb9d5244 Mon Sep 17 00:00:00 2001
From: Adam Wilson <42450907+lightbroker@users.noreply.github.com>
Date: Wed, 12 Nov 2025 16:30:35 -0700
Subject: [PATCH] Update README.md by removing usage notes

Removed usage notes section and adjusted formatting.
---
 README.md | 4 ----
 1 file changed, 4 deletions(-)

diff --git a/README.md b/README.md
index b4fc45c28..0c892bfcb 100644
--- a/README.md
+++ b/README.md
@@ -15,10 +15,6 @@ Repository Contents
 - Scripts and tooling that demonstrate how to integrate automated checks into an AI engineering pipeline.
 - Generative AI guidelines testing results were originally generated with GitHub Actions in [this branch](https://github.com/lightbroker/llmsecops-research/tree/scheduled-test-runs).
 
-Usage Notes
------------
-Refer to individual directories and workflow files for details on running tests and customizing checks for your environment. The code is intended to reproduce and extend the experiments described in the paper.
-
 License and Citation
 --------------------
 If you use this repository for research or production, please cite the accompanying paper and follow any licensing terms included with the code.