diff --git a/docs/docs/tutorials/index.md b/docs/docs/tutorials/index.md
index 604da0859..54cc02fb6 100644
--- a/docs/docs/tutorials/index.md
+++ b/docs/docs/tutorials/index.md
@@ -12,6 +12,8 @@
 
 * [Privacy-Conscious Delegation](/tutorials/papillon/)
 
+* [Finetuning Agents](/tutorials/games/)
+
 * [Saving and Loading](/tutorials/saving/index.md)
 
 * [Deployment](/tutorials/deployment/)
diff --git a/docs/mkdocs.yml b/docs/mkdocs.yml
index 6e1312b50..f30482d7a 100644
--- a/docs/mkdocs.yml
+++ b/docs/mkdocs.yml
@@ -50,8 +50,9 @@ nav:
         - Reasoning: tutorials/math/index.ipynb
         - Entity Extraction: tutorials/entity_extraction/index.ipynb
         - Classification: tutorials/classification/index.md
-        - Privacy-Conscious Delegation: tutorials/papillon/index.md
         - Multi-Hop Search: tutorials/multihop_search/index.ipynb
+        - Privacy-Conscious Delegation: tutorials/papillon/index.md
+        - Finetuning Agents: tutorials/games/index.ipynb
         - Saving and Loading: tutorials/saving/index.md
         - Deployment: tutorials/deployment/index.md
         - Debugging & Observability: tutorials/observability/index.md