diff --git a/__pycache__/wsgi.cpython-310.pyc b/__pycache__/wsgi.cpython-310.pyc
index 59ccf11..6723978 100644
Binary files a/__pycache__/wsgi.cpython-310.pyc and b/__pycache__/wsgi.cpython-310.pyc differ
diff --git a/app/controllers/socket_conroller.py b/app/controllers/socket_conroller.py
index f4f2d70..88ffc48 100644
--- a/app/controllers/socket_conroller.py
+++ b/app/controllers/socket_conroller.py
@@ -19,12 +19,13 @@ class SocketController:
     def _register_events(self):
         @self.socketio.on("connect")
         def on_connect():
-            print(f"Client connected: {request.sid}")
+            # print(f"Client connected: {request.sid}")
             emit("connection_response", {"status": "connected", "sid": request.sid})
 
         @self.socketio.on("disconnect")
         def on_disconnect():
-            print(f"Client disconnected: {request.sid}")
+            # print(f"Client disconnected: {request.sid}")
+            pass
 
         @self.socketio.on("join_room")
         def handle_join_room(data):
diff --git a/app/repositories/ner_srl_repository.py b/app/repositories/ner_srl_repository.py
index aa9efcf..085a653 100644
--- a/app/repositories/ner_srl_repository.py
+++ b/app/repositories/ner_srl_repository.py
@@ -31,7 +31,7 @@ class NERSRLRepository:
 
     def predict_sentence(self, sentence: str) -> dict:
         tokens = re.findall(r"\d{1,2}\.\d{2}|\w+|[^\w\s]", sentence.lower())
-        print(tokens)
+        
         seq_padded = self._preprocess_tokens(tokens)
 
         pred_ner_prob, pred_srl_prob = self.model.predict(seq_padded, verbose=0)
diff --git a/app/services/session_service.py b/app/services/session_service.py
index 581ee57..b5c7df6 100644
--- a/app/services/session_service.py
+++ b/app/services/session_service.py
@@ -149,7 +149,6 @@ class SessionService:
         time.sleep(2)
 
         for q in questions:
-            print(f"\nMengirim pertanyaan {q.index} ke room {session_id}")
 
             question_to_send = q.model_dump(exclude={"target_answer"})
 
@@ -202,7 +201,6 @@ class SessionService:
 
         is_correct = self._is_correct(question, answer)
 
-        print(answer)
         self.answer_redis_repository.save_user_answer(
             session_id=session_id,
             user_id=user_id,
@@ -257,11 +255,11 @@ class SessionService:
         else:
             result = False
 
-        # Print informasi evaluasi
-        print(f"Tipe Soal: {q.type}")
-        print(f"Jawaban User: {ans}")
-        print(f"Jawaban Benar: {q.target_answer}")
-        print(f"Hasil: {'Benar' if result else 'Salah'}\n")
+        # # Print informasi evaluasi
+        # print(f"Tipe Soal: {q.type}")
+        # print(f"Jawaban User: {ans}")
+        # print(f"Jawaban Benar: {q.target_answer}")
+        # print(f"Hasil: {'Benar' if result else 'Salah'}\n")
 
         return result