diff --git a/internal/runtime/executor/codex_executor.go b/internal/runtime/executor/codex_executor.go
index c09da7ac..01ba2175 100644
--- a/internal/runtime/executor/codex_executor.go
+++ b/internal/runtime/executor/codex_executor.go
@@ -622,13 +622,17 @@ func (e *CodexExecutor) cacheHelper(ctx context.Context, from sdktranslator.Form
 		}
 	}
 
-	rawJSON, _ = sjson.SetBytes(rawJSON, "prompt_cache_key", cache.ID)
+	if cache.ID != "" {
+		rawJSON, _ = sjson.SetBytes(rawJSON, "prompt_cache_key", cache.ID)
+	}
 	httpReq, err := http.NewRequestWithContext(ctx, http.MethodPost, url, bytes.NewReader(rawJSON))
 	if err != nil {
 		return nil, err
 	}
-	httpReq.Header.Set("Conversation_id", cache.ID)
-	httpReq.Header.Set("Session_id", cache.ID)
+	if cache.ID != "" {
+		httpReq.Header.Set("Conversation_id", cache.ID)
+		httpReq.Header.Set("Session_id", cache.ID)
+	}
 	return httpReq, nil
 }