diff --git a/apps/knowledge/README.md b/apps/knowledge/README.md
index 89e9c70..34679ae 100644
--- a/apps/knowledge/README.md
+++ b/apps/knowledge/README.md
@@ -1,7 +1,11 @@
 # knowledge — FlowerCore.Knowledge.Web (Phase 2.4 K8s deploy)
 
-**Status:** manifests staged, **NOT YET APPLIED**. Image must be built +
-imported AND DNS record provisioned before `git push`.
+**Status:** **LIVE 2026-04-27** at `https://knowledge.iamworkin.lan` —
+Phase 2.4 closed. Pod running, certificate issued (step-ca-acme), PVC
+bound (Longhorn 20Gi RWO), ArgoCD `infra-knowledge` synced. `/healthz`
+returns 200, `/api/v1/editions` returns `[]` (initial-deploy state — no
+*.db files in the PVC yet; Phase 2.5+ admin UI handles bulk
+population).
 
 - Plan: [`../../../FlowerCore.Notes/docs/ai-agents/flowercore-knowledge-service-plan.md`](../../../FlowerCore.Notes/docs/ai-agents/flowercore-knowledge-service-plan.md)
 - Sprint: [`../../../FlowerCore.Notes/docs/ai-station/sprint-e-xxl-plan.md`](../../../FlowerCore.Notes/docs/ai-station/sprint-e-xxl-plan.md) (Track B)
diff --git a/apps/knowledge/knowledge.yaml b/apps/knowledge/knowledge.yaml
index 1467ad8..84159be 100644
--- a/apps/knowledge/knowledge.yaml
+++ b/apps/knowledge/knowledge.yaml
@@ -116,11 +116,14 @@ spec:
               value: "50"
             - name: FlowerCore__Editions__ProfileDirectory
               value: "/app/editions"
-            # Embed via BLUEJAY-WS GPU (R9700, 32GB VRAM). Pi5 Ollama is
-            # ~4-5x slower; use the workstation while we have it.
-            # Memory: feedback_pi5_nomic_embed_slow.
+            # Embed via edge1 Pi 5 + AI HAT+ (10.0.57.17:11434). Cluster
+            # services do not depend on BLUEJAY-WS (private dev hardware) per
+            # bluejay-infra@0f9d56e. Query-time embedding is fast enough on
+            # edge1 (~ms per query); bulk index rebuilds (Phase 2.5+) will
+            # need a separate ingestion lane that can opt into the
+            # workstation GPU when present.
             - name: FlowerCore__Ollama__BaseUrl
-              value: "http://10.0.56.20:11434"
+              value: "http://10.0.57.17:11434"
           resources:
             requests:
               cpu: 100m