nanobot/agent/loop.py

@@ -311,6 +311,7 @@ class AgentLoop:
             iteration += 1
 
             # Call LLM
+            logger.debug(f"Calling LLM with model={selected_model}, provider.thinking_budget={self.provider.thinking_budget}")
             response = await self.provider.chat(
                 messages=messages,
                 tools=self.tools.get_definitions(),
@@ -422,14 +423,17 @@ class AgentLoop:
         # Agent loop (limited for announce handling)
         iteration = 0
         final_content = None
-        
+
+        # Select model based on quota
+        selected_model = self._select_model_based_on_quota()
+
         while iteration < self.max_iterations:
             iteration += 1
-            
+
             response = await self.provider.chat(
                 messages=messages,
                 tools=self.tools.get_definitions(),
-                model=self.model
+                model=selected_model
             )
             
             if response.has_tool_calls: