diff --git a/ai-hub/app/core/orchestration/agent_loop.py b/ai-hub/app/core/orchestration/agent_loop.py
index f7f56e6..53b4e4a 100644
--- a/ai-hub/app/core/orchestration/agent_loop.py
+++ b/ai-hub/app/core/orchestration/agent_loop.py
@@ -117,7 +117,7 @@
                         content = event.get("content", "")
                         current_reasoning = instance.last_reasoning or ""
                         # Apply live compression to ensure 'inplace' feeling for turn headers & boilerplate
-                        instance.last_reasoning = self._compress_reasoning(current_reasoning + content)
+                        instance.last_reasoning = AgentExecutor._compress_reasoning(current_reasoning + content)
                         
                         # Forward to Swarm Registry so the Node List/Swarm Control UI sees it
                         registry = getattr(rag_service, "node_registry_service", None)
@@ -166,7 +166,7 @@
                         flag_modified(instance, "tool_call_counts")
                     
                 # 4.3: Post-processing to compress boilerplate from reasoning
-                final_reasoning = self._compress_reasoning(instance.last_reasoning or "")
+                final_reasoning = AgentExecutor._compress_reasoning(instance.last_reasoning or "")
                 
                 # Clear reasoning as the task is now complete
                 instance.last_reasoning = None