diff --git a/graph/configurations/homelab-feat-cognitive-memory-multi-graph-support-xdg-data-p-9eb16f.md b/graph/configurations/homelab-feat-cognitive-memory-multi-graph-support-xdg-data-p-9eb16f.md
index 4000f1964b0..2241439c105 100644
--- a/graph/configurations/homelab-feat-cognitive-memory-multi-graph-support-xdg-data-p-9eb16f.md
+++ b/graph/configurations/homelab-feat-cognitive-memory-multi-graph-support-xdg-data-p-9eb16f.md
@@ -6,13 +6,18 @@ tags: [homelab, automation, commit, configuration, session-log]
 importance: 0.6
 confidence: 0.8
 created: "2026-02-28T20:56:53.670312+00:00"
-updated: "2026-03-01T04:13:10.207790+00:00"
+updated: "2026-03-01T04:13:13.331186+00:00"
 relations:
   - target: ee85bf89-93f0-48e4-b911-7ddc18a735b5
     type: FOLLOWS
     direction: incoming
     strength: 0.7
     edge_id: 54bd99d1-1d99-44e7-a226-98b8d50b7055
+  - target: ab3ffc18-1707-42ff-ad7e-bffb16f6fdef
+    type: FOLLOWS
+    direction: incoming
+    strength: 0.65
+    edge_id: ed1f50e9-eec3-491a-9e41-097f567ee28d
 ---
 
 Commits made: 1
diff --git a/graph/edges/auto-edge-implementation-desig--FOLLOWS--homelab-feat-cognitive-memory-ed1f50.md b/graph/edges/auto-edge-implementation-desig--FOLLOWS--homelab-feat-cognitive-memory-ed1f50.md
new file mode 100644
index 00000000000..55e6bd50b90
--- /dev/null
+++ b/graph/edges/auto-edge-implementation-desig--FOLLOWS--homelab-feat-cognitive-memory-ed1f50.md
@@ -0,0 +1,13 @@
+---
+id: ed1f50e9-eec3-491a-9e41-097f567ee28d
+type: FOLLOWS
+from_id: ab3ffc18-1707-42ff-ad7e-bffb16f6fdef
+from_title: "Auto-edge implementation: design analysis findings and fixes"
+to_id: 9eb16f9f-c825-4233-b64f-d0acd140374a
+to_title: "[homelab] feat: cognitive-memory multi-graph support, XDG data paths, remove CORE.md auto-load"
+strength: 0.65
+created: "2026-03-01T04:13:13.331186+00:00"
+updated: "2026-03-01T04:13:13.331186+00:00"
+---
+
+Auto-edge design fixes follow the same session's multi-graph and XDG path work
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 edbc8790bae..58ae3d7cbfe 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 +6,7 @@ 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: "2026-03-01T04:13:06.123582+00:00"
+updated: "2026-03-01T04:13:13.331186+00:00"
 relations:
   - target: ee85bf89-93f0-48e4-b911-7ddc18a735b5
     type: RELATED_TO
@@ -18,6 +18,11 @@ relations:
     direction: outgoing
     strength: 0.75
     edge_id: 13e98a58-b81d-49b0-89b9-0f23d3d24657
+  - target: 9eb16f9f-c825-4233-b64f-d0acd140374a
+    type: FOLLOWS
+    direction: outgoing
+    strength: 0.65
+    edge_id: ed1f50e9-eec3-491a-9e41-097f567ee28d
 ---
 
 # Auto-edge Implementation: Design Analysis Findings and Fixes