refactor: address code review feedback

- Remove console.log/error from Extension.vue for production readiness
- Add comments to encodeAIGenerateParams explaining field filtering logic

Resolves review feedback from yuluo-yx and LinuxSuRen

Author: KariHall619

console/atest-ui/src/views/Extension.vue

@@ -27,27 +27,20 @@ const loadPlugin = async (): Promise<void> => {
             const checkPluginLoad = (retries = 0, maxRetries = 10) => {
                 const plugin = (window as any).ATestPlugin;
 
-                console.log(`Plugin load attempt ${retries + 1}/${maxRetries + 1}`);
-
                 if (plugin && plugin.mount) {
-                    console.log('extension load success');
                     const container = document.getElementById("plugin-container");
                     if (container) {
                         container.innerHTML = ''; // Clear previous content
                         plugin.mount(container);
                         loading.value = false;
                     } else {
-                        console.error('Plugin container not found');
                         loading.value = false;
                     }
                 } else if (retries < maxRetries) {
                     // Incremental retry mechanism: 50ms, 100ms, 150ms...
                     const delay = 50 + retries * 50;
-                    console.log(`ATestPlugin not ready, retrying in ${delay}ms (attempt ${retries + 1}/${maxRetries + 1})`);
                     setTimeout(() => checkPluginLoad(retries + 1, maxRetries), delay);
                 } else {
-                    console.error('ATestPlugin not found or missing mount method after max retries');
-                    console.error('Window.ATestPlugin value:', (window as any).ATestPlugin);
                     loading.value = false;
                 }
             };
@@ -56,14 +49,13 @@ const loadPlugin = async (): Promise<void> => {
             checkPluginLoad();
         });
     } catch (error) {
-        console.log(`extension load error: ${(error as Error).message}`);
         loading.value = false; // Set loading to false on error
     }
 };
 try {
     loadPlugin();
 } catch (error) {
-    console.error('extension load error:', error);
+    // Handle error silently, loading state will indicate failure
 }
 </script>
 

pkg/testing/remote/grpc_store.go

@@ -485,8 +485,12 @@ func (g *gRPCLoader) handleAIQuery(query map[string]string) (testing.DataResult,
 	return g.convertAIResponse(dataResult), nil
 }
 
-// encodeAIGenerateParams encodes AI generation parameters into SQL field
+// encodeAIGenerateParams filters and encodes AI generation parameters into JSON string.
+// This function intentionally creates a new map to exclude the "method" field from the query,
+// as "method" is used for routing decisions and should not be forwarded to AI plugins.
+// Only the actual AI parameters (model, prompt, config) are encoded and sent via the SQL field.
 func (g *gRPCLoader) encodeAIGenerateParams(query map[string]string) string {
+	// Extract only AI-specific parameters, excluding the routing field "method"
 	params := map[string]string{
 		"model":  query["model"],
 		"prompt": query["prompt"],