diff --git a/README.md b/README.md
index 735657a..17deb29 100644
--- a/README.md
+++ b/README.md
@@ -364,6 +364,13 @@ OPENAI_API_KEY=your_api_key_for_openai_compatible_endpoints
 COMPLETION_MODEL=openai/grok-2-latest API_BASE_URL=https://api.x.ai/v1 auto main
 ```
 
+For Tuning Engines, use your workspace inference key and model alias:
+
+```bash
+OPENAI_API_KEY=sk-te-...
+COMPLETION_MODEL=openai/<your-model-alias> API_BASE_URL=https://api.tuningengines.com/v1 auto main
+```
+
 ##### OpenRouter (e.g., DeepSeek-R1)
 
 We recommend using OpenRouter as LLM provider of DeepSeek-R1 temporarily. Because official API of DeepSeek-R1 can not be used efficiently.
@@ -524,4 +531,3 @@ Rome wasn't built in a day. AutoAgent stands on the shoulders of giants, and we
 
 
 
-