diff --git a/docs/core-concepts/memory-operations/delete.mdx b/docs/core-concepts/memory-operations/delete.mdx
index bb9801eeb..1cd079f4c 100644
--- a/docs/core-concepts/memory-operations/delete.mdx
+++ b/docs/core-concepts/memory-operations/delete.mdx
@@ -216,7 +216,7 @@ memory.delete_all(user_id="alice")
## Put it into practice
- Review the Delete Memory API reference, plus Batch Delete and Filtered Delete.
-- Pair deletes with Expiration Policies to automate retention.
+- Pair deletes with Entity-Scoped Memory to manage retention per user, agent, or session.
## See it live
@@ -233,9 +233,9 @@ memory.delete_all(user_id="alice")
href="/core-concepts/memory-operations/add"
/>