diff --git a/docs/docs/cloud/how-tos/iterate_graph_studio.md b/docs/docs/cloud/how-tos/iterate_graph_studio.md
index a33012fe3..8a70631fa 100644
--- a/docs/docs/cloud/how-tos/iterate_graph_studio.md
+++ b/docs/docs/cloud/how-tos/iterate_graph_studio.md
@@ -1,4 +1,4 @@
-# Iterating on your graph in Studio
+# Prompt Engineering in LangGraph Studio
 
 In LangGraph Studio you can iterate on the prompts used within your graph by utilizing the LangSmith Playground. To do so:
 
@@ -8,4 +8,4 @@ In LangGraph Studio you can iterate on the prompts used within your graph by uti
 
 ![Playground in Studio](../img/studio_playground.png)
 
-From here you can edit the prompt, test different model configurations and re-run just this LLM call without having to re-run the entire graph. When you are happy with your changes, you can copy the updated prompt back into your graph.
\ No newline at end of file
+From here you can edit the prompt, test different model configurations and re-run just this LLM call without having to re-run the entire graph. When you are happy with your changes, you can copy the updated prompt back into your graph.
diff --git a/docs/docs/how-tos/index.md b/docs/docs/how-tos/index.md
index c1863fb04..d27eb5ae8 100644
--- a/docs/docs/how-tos/index.md
+++ b/docs/docs/how-tos/index.md
@@ -290,7 +290,7 @@ LangGraph Studio is a built-in UI for visualizing, testing, and debugging your a
 - [How to test your graph in LangGraph Studio (MacOS only)](../cloud/how-tos/invoke_studio.md)
 - [How to interact with threads in LangGraph Studio](../cloud/how-tos/threads_studio.md)
 - [How to add nodes as dataset examples in LangGraph Studio](../cloud/how-tos/datasets_studio.md)
-- [How to iterate on your graph in LangGraph Studio](../cloud/how-tos/iterate_graph_studio.md)
+- [How to engineer prompts in LangGraph Studio](../cloud/how-tos/iterate_graph_studio.md)
 
 ## Troubleshooting