diff --git a/cluster/applications/hindsight/values.yaml b/cluster/applications/hindsight/values.yaml
index 4081a42..ee780d1 100644
--- a/cluster/applications/hindsight/values.yaml
+++ b/cluster/applications/hindsight/values.yaml
@@ -14,8 +14,8 @@
 #     HINDSIGHT_API_DATABASE_URL (verified with a live envFrom test pod).
 #   - LLM is the Nous free-tier inference endpoint
 #     (https://inference-api.nousresearch.com/v1), model
-#     `stepfun/step-3.7-flash:free` (mandatory reasoning, 262K ctx). Fallback
-#     (documented, NOT deployed): `solar-pro4:free`. API key via existingSecret
+#     `upstage/solar-pro4:free` (tool-calling, verified reflect). Fallback
+#     (documented, NOT deployed): `stepfun/step-3.7-flash:free`. API key via existingSecret
 #     envFrom (hindsight-credentials / HINDSIGHT_API_LLM_API_KEY), sourced from
 #     1Password `nous` item per decision 4.
 #   - Ingress is driven through the chart's NATIVE ingress template (approved
@@ -57,8 +57,10 @@ api:
   env:
     HINDSIGHT_API_LLM_BASE_URL: "https://inference-api.nousresearch.com/v1"
     HINDSIGHT_API_LLM_PROVIDER: "openai"
-    # Primary LLM. Fallback (documented, NOT deployed): solar-pro4:free
-    HINDSIGHT_API_LLM_MODEL: "stepfun/step-3.7-flash:free"
+    # Primary LLM. Timeout raised to 300s (ingress) so a slow agentic reflect
+    # (~132s on solar-pro4) completes; verified tool-calling + grounded output.
+    HINDSIGHT_API_LLM_MODEL: "upstage/solar-pro4:free"
+    # Fallback (documented, NOT deployed): stepfun/step-3.7-flash:free
 
 # ----------------------------------------------------------------------------
 # Ingress via the chart's native template.