From 899955dae0db07db5da23770186aee7893eeabcd Mon Sep 17 00:00:00 2001
From: nightcityblade <nightcityblade@gmail.com>
Date: Thu, 10 Sep 2026 23:12:11 +0800
Subject: [PATCH] docs: fix research node source URLs

---
 workshop/19-research-driven-training-node.md | 4 ++--
 1 file changed, 2 insertions(+), 2 deletions(-)

diff --git a/workshop/19-research-driven-training-node.md b/workshop/19-research-driven-training-node.md
index 69fed6a1..2d11f01e 100644
--- a/workshop/19-research-driven-training-node.md
+++ b/workshop/19-research-driven-training-node.md
@@ -91,8 +91,8 @@ gh aw compile
   <intent>Teach maintainers how to choose and justify the next workshop node using live gh-aw research.</intent>
   <primary-source>https://raw.githubusercontent.com/github/gh-aw/main/LLMs.txt</primary-source>
   <secondary-sources>
-    <source>https://github.github.com/gh-aw/reference/llms/</source>
-    <source>https://github.github.com/gh-aw/guides/workflow-patterns/</source>
+    <source>https://github.github.com/gh-aw/llms.txt</source>
+    <source>https://github.github.com/gh-aw/patterns/memory-ops/</source>
   </secondary-sources>
 </research-node-metadata>
 -->