diff --git a/apps/docs/analytics.mdx b/apps/docs/analytics.mdx
index a0927663..34df64b4 100644
--- a/apps/docs/analytics.mdx
+++ b/apps/docs/analytics.mdx
@@ -292,9 +292,3 @@ Analytics endpoints have the following rate limits:
 <Warning>
 Analytics data is retained for 90 days. For longer retention, export and store the data in your own systems.
 </Warning>
-
-## Related Resources
-
-- [API Authentication](/essentials/authentication) - Set up API keys
-- [Error Handling](/essentials/errors) - Understanding error codes
-- [Rate Limits](/essentials/rate-limits) - API usage limits
diff --git a/apps/docs/docs.json b/apps/docs/docs.json
index 0c19f48e..b18f89d9 100644
--- a/apps/docs/docs.json
+++ b/apps/docs/docs.json
@@ -83,7 +83,7 @@
 										"pages": [
 											"add-memories/overview",
 											"add-memories/parameters",
-											"api/ingesting",
+											"memory-api/ingesting",
 											{
 												"group": "Examples",
 												"pages": [
@@ -112,7 +112,7 @@
 										]
 									},
 									"search/filtering",
-									"api/track-progress",
+									"memory-api/track-progress",
 									{
 										"group": "List Memories",
 										"icon": "list",
diff --git a/apps/docs/list-memories/examples/monitoring.mdx b/apps/docs/list-memories/examples/monitoring.mdx
index 1ad0341e..248d945e 100644
--- a/apps/docs/list-memories/examples/monitoring.mdx
+++ b/apps/docs/list-memories/examples/monitoring.mdx
@@ -114,5 +114,5 @@ Monitor memory processing status and track completion rates using the list endpo
 </Tabs>
 
 <Note>
-  For real-time monitoring of individual memories, use the [Track Processing Status](/api/track-progress) guide.
+  For real-time monitoring of individual memories, use the [Track Processing Status](/memory-api/track-progress) guide.
 </Note>
diff --git a/apps/docs/search/overview.mdx b/apps/docs/search/overview.mdx
index 4293c72f..f1d65e2a 100644
--- a/apps/docs/search/overview.mdx
+++ b/apps/docs/search/overview.mdx
@@ -364,13 +364,3 @@ const filteredContent = await client.search.documents({
   })
 });
 ```
-
-
-
-<Note>
-**Next Steps:**
-- [Document Search Examples](/search-with-filters/examples/document-search) - Chunked content search
-- [Memory Search Examples](/search-with-filters/examples/memory-search) - Conversational search
-- [Metadata Filtering](/search-with-filters/examples/filtering) - SQL-based filters
-- [Scoring & Thresholds](/search-with-filters/examples/scoring) - Result quality control
-</Note>
diff --git a/apps/docs/search/parameters.mdx b/apps/docs/search/parameters.mdx
index c4050483..cd1030ae 100644
--- a/apps/docs/search/parameters.mdx
+++ b/apps/docs/search/parameters.mdx
@@ -60,7 +60,7 @@ These parameters work across all search endpoints:
   ```
 
   <Note>
-    See [Metadata Filtering Guide](/search-with-filters/examples/filtering) for complete syntax and examples.
+    See [Metadata Filtering Guide](/search/filtering) for complete syntax and examples.
   </Note>
 </ParamField>