diff --git a/src/primaite/acl/access_control_list.py b/src/primaite/acl/access_control_list.py
index c985c3c5..ce942111 100644
--- a/src/primaite/acl/access_control_list.py
+++ b/src/primaite/acl/access_control_list.py
@@ -80,11 +80,8 @@ class AccessControlList:
              Indicates block if all conditions are satisfied.
         """
         for rule in self.acl:
-            print("loops through rule", rule, isinstance(rule, ACLRule))
             if isinstance(rule, ACLRule):
-                print("finds rule")
                 if self.check_address_match(rule, _source_ip_address, _dest_ip_address):
-                    print("source and dest ip match")
                     if (rule.get_protocol() == _protocol or rule.get_protocol() == "ANY") and (
                         str(rule.get_port()) == str(_port) or rule.get_port() == "ANY"
                     ):
diff --git a/src/primaite/config/training_config.py b/src/primaite/config/training_config.py
index 84ba2c6f..ed915d04 100644
--- a/src/primaite/config/training_config.py
+++ b/src/primaite/config/training_config.py
@@ -267,7 +267,6 @@ def load(file_path: Union[str, Path], legacy_file: bool = False) -> TrainingConf
     :raises TypeError: When the TrainingConfig object cannot be created
         using the values from the config file read from ``file_path``.
     """
-    print("FILE PATH", file_path)
     if not isinstance(file_path, Path):
         file_path = Path(file_path)
     if file_path.exists():
diff --git a/src/primaite/environment/primaite_env.py b/src/primaite/environment/primaite_env.py
index 66f8c6d9..d0c29c10 100644
--- a/src/primaite/environment/primaite_env.py
+++ b/src/primaite/environment/primaite_env.py
@@ -444,12 +444,11 @@ class Primaite(Env):
             _action: The action space from the agent
         """
         # At the moment, actions are only affecting nodes
-
         if self.training_config.action_type == ActionType.NODE:
             self.apply_actions_to_nodes(_action)
         elif self.training_config.action_type == ActionType.ACL:
             self.apply_actions_to_acl(_action)
-        elif len(self.action_dict[_action]) == 7:  # ACL actions in multidiscrete form have len 6
+        elif len(self.action_dict[_action]) == 7:  # ACL actions in multidiscrete form have len 7
             self.apply_actions_to_acl(_action)
         elif len(self.action_dict[_action]) == 4:  # Node actions in multdiscrete (array) from have len 4
             self.apply_actions_to_nodes(_action)
@@ -1248,7 +1247,6 @@ class Primaite(Env):
 
         # Combine the Node dict and ACL dict
         combined_action_dict = {**acl_action_dict, **new_node_action_dict}
-        print("combined dict", combined_action_dict.items())
         return combined_action_dict
 
     def _create_random_red_agent(self):
diff --git a/tests/config/single_action_space_fixed_blue_actions_main_config.yaml b/tests/config/single_action_space_fixed_blue_actions_main_config.yaml
index d6536d1f..e85f0667 100644
--- a/tests/config/single_action_space_fixed_blue_actions_main_config.yaml
+++ b/tests/config/single_action_space_fixed_blue_actions_main_config.yaml
@@ -42,7 +42,7 @@ apply_implicit_rule: True
 # Implicit ACL firewall rule at end of lists to be default action or no rule can be selected (ALLOW or DENY)
 implicit_acl_rule: DENY
 # Total number of ACL rules allowed in the environment
-max_number_acl_rules: 3
+max_number_acl_rules: 10
 
 observation_space:
   components:
diff --git a/tests/conftest.py b/tests/conftest.py
index c3799f15..388bc034 100644
--- a/tests/conftest.py
+++ b/tests/conftest.py
@@ -58,7 +58,6 @@ class TempPrimaiteSession(PrimaiteSession):
 
     def __exit__(self, type, value, tb):
         shutil.rmtree(self.session_path)
-        # shutil.rmtree(self.session_path.parent)
         _LOGGER.debug(f"Deleted temp session directory: {self.session_path}")
 
 
diff --git a/tests/test_single_action_space.py b/tests/test_single_action_space.py
index e11343e9..574cf9d1 100644
--- a/tests/test_single_action_space.py
+++ b/tests/test_single_action_space.py
@@ -2,6 +2,7 @@ import time
 
 import pytest
 
+from primaite.acl.acl_rule import ACLRule
 from primaite.common.enums import HardwareState
 from primaite.environment.primaite_env import Primaite
 from tests import TEST_CONFIG_ROOT
@@ -112,7 +113,7 @@ def test_agent_is_executing_actions_from_both_spaces(temp_primaite_session):
         # This 1 rule added to the implicit deny means there should be 2 rules in total.
         rules_count = 0
         for rule in acl_rules_list:
-            if rule != -1:
+            if isinstance(rule, ACLRule):
                 rules_count += 1
         # Therefore these statements below MUST be true
         assert computer_node_hardware_state == HardwareState.OFF