diff --git a/graph/decisions/auto-edge-creation-on-memory-store-in-mcp-server-ee85bf.md b/graph/decisions/auto-edge-creation-on-memory-store-in-mcp-server-ee85bf.md
index 5142ac371cf..f62960f4a20 100644
--- a/graph/decisions/auto-edge-creation-on-memory-store-in-mcp-server-ee85bf.md
+++ b/graph/decisions/auto-edge-creation-on-memory-store-in-mcp-server-ee85bf.md
@@ -6,7 +6,13 @@ tags: [cognitive-memory, edges, mcp, automation, architecture, mcp-server]
 importance: 0.8
 confidence: 0.8
 created: "2026-03-01T04:12:39.570452+00:00"
-updated: "2026-03-01T04:12:39.570452+00:00"
+updated: "2026-03-01T04:13:00.120556+00:00"
+relations:
+  - target: ab3ffc18-1707-42ff-ad7e-bffb16f6fdef
+    type: RELATED_TO
+    direction: incoming
+    strength: 0.9
+    edge_id: 34ca4c9a-5f16-4e37-b333-5ac7921bdb1a
 ---
 
 # Auto-edge Creation on memory_store in MCP Server
diff --git a/graph/edges/auto-edge-implementation-desig--RELATED_TO--auto-edge-creation-on-memory-s-34ca4c.md b/graph/edges/auto-edge-implementation-desig--RELATED_TO--auto-edge-creation-on-memory-s-34ca4c.md
new file mode 100644
index 00000000000..d65eefdb50f
--- /dev/null
+++ b/graph/edges/auto-edge-implementation-desig--RELATED_TO--auto-edge-creation-on-memory-s-34ca4c.md
@@ -0,0 +1,13 @@
+---
+id: 34ca4c9a-5f16-4e37-b333-5ac7921bdb1a
+type: RELATED_TO
+from_id: ab3ffc18-1707-42ff-ad7e-bffb16f6fdef
+from_title: "Auto-edge implementation: design analysis findings and fixes"
+to_id: ee85bf89-93f0-48e4-b911-7ddc18a735b5
+to_title: "Auto-edge creation on memory_store in MCP server"
+strength: 0.9
+created: "2026-03-01T04:13:00.120556+00:00"
+updated: "2026-03-01T04:13:00.120556+00:00"
+---
+
+Design analysis findings and fixes are directly related to the auto-edge implementation decision
diff --git a/graph/insights/auto-edge-implementation-design-analysis-findings-and-fixes-ab3ffc.md b/graph/insights/auto-edge-implementation-design-analysis-findings-and-fixes-ab3ffc.md
index 9dc456f0ca4..3a16ee0f6ea 100644
--- a/graph/insights/auto-edge-implementation-design-analysis-findings-and-fixes-ab3ffc.md
+++ b/graph/insights/auto-edge-implementation-design-analysis-findings-and-fixes-ab3ffc.md
@@ -6,7 +6,13 @@ tags: [cognitive-memory, edges, code-review, design-patterns, mcp-server, auto-e
 importance: 0.7
 confidence: 0.8
 created: "2026-03-01T04:12:45.563773+00:00"
-updated: "2026-03-01T04:12:45.563773+00:00"
+updated: "2026-03-01T04:13:00.120556+00:00"
+relations:
+  - target: ee85bf89-93f0-48e4-b911-7ddc18a735b5
+    type: RELATED_TO
+    direction: outgoing
+    strength: 0.9
+    edge_id: 34ca4c9a-5f16-4e37-b333-5ac7921bdb1a
 ---
 
 # Auto-edge Implementation: Design Analysis Findings and Fixes