diff --git a/docs/open-source/node-quickstart.mdx b/docs/open-source/node-quickstart.mdx
index 7df12047c..2128f79b5 100644
--- a/docs/open-source/node-quickstart.mdx
+++ b/docs/open-source/node-quickstart.mdx
@@ -282,7 +282,7 @@ const config = {
 ## What's next?
 
 <CardGroup cols={3}>
-  <Card title="Explore Memory Operations" icon="database" href="/open-source/overview">
+  <Card title="Explore Memory Operations" icon="database" href="/core-concepts/memory-operations/add">
     Review CRUD patterns, filters, and advanced retrieval across the OSS stack.
   </Card>
   <Card title="Customize Configuration" icon="sliders" href="/open-source/configuration">
diff --git a/docs/open-source/python-quickstart.mdx b/docs/open-source/python-quickstart.mdx
index 99334b3b9..98e6032e0 100644
--- a/docs/open-source/python-quickstart.mdx
+++ b/docs/open-source/python-quickstart.mdx
@@ -89,7 +89,7 @@ By default `Memory()` wires up:
 ## What's Next?
 
 <CardGroup cols={3}>
-<Card title="Memory Operations" icon="database" href="/open-source/overview">
+<Card title="Memory Operations" icon="database" href="/core-concepts/memory-operations/add">
 Learn how to search, update, and manage memories with full CRUD operations
 </Card>