diff --git a/k8s/awoooi-prod/04-configmap.yaml b/k8s/awoooi-prod/04-configmap.yaml
index 93e0f32d..b500a2be 100644
--- a/k8s/awoooi-prod/04-configmap.yaml
+++ b/k8s/awoooi-prod/04-configmap.yaml
@@ -15,7 +15,9 @@ data:
   SYSTEM_NAME: "awoooi"
 
   # 服務端點 (非機密)
-  OLLAMA_URL: "http://192.168.0.188:11434"
+  # 2026-04-16 ogt + Claude Sonnet 4.6: 改指向 111（GPU 機，RTX）
+  #   188 = CPU-only Ollama，推理極慢（>60s）；111 有 GPU，avg 10s
+  OLLAMA_URL: "http://192.168.0.111:11434"
   OPENCLAW_URL: "http://192.168.0.188:8088"
   KALI_SCANNER_URL: "http://192.168.0.112:8080"
   SIGNOZ_URL: "http://192.168.0.188:3301"
@@ -37,10 +39,10 @@ data:
   CORS_ORIGINS: '["https://awoooi.wooo.work","http://localhost:3000","http://localhost:3001"]'
 
   # AI 配置 (JSON array 格式 for pydantic-settings)
-  # 2026-04-16 ogt: 修正 fallback 順序 — nvidia(OpenClaw Nemo) 第一
-  #   舊順序 gemini→ollama→nvidia 導致 Gemini 失敗後落入 Ollama deepseek(238s timeout)
-  #   nvidia = via 188:8088 OpenClaw → NVIDIA NIM，實測 2-27s
-  AI_FALLBACK_ORDER: '["nvidia","gemini","ollama","claude"]'
+  # 2026-04-16 ogt + Claude Sonnet 4.6: 修正 fallback 順序 — 本地 GPU Ollama(111) 第一
+  #   ollama(111 GPU) → nvidia(NIM) → gemini → claude
+  #   111 有 RTX GPU，avg 10s；nvidia NIM 外部 API；gemini/claude 雲端備援
+  AI_FALLBACK_ORDER: '["ollama","nvidia","gemini","claude"]'
   AI_CACHE_TTL: "3600"
 
   # ============================================================================