diff --git a/example2.py b/example2.py
index 15bc48a2..398bf96a 100644
--- a/example2.py
+++ b/example2.py
@@ -1,16 +1,23 @@
 from typing import List, Callable
 from swarms import Worker
 
+
 class MultiAgentDebate:
     def __init__(self, agents: List[Worker], selection_func: Callable[[int, List[Worker]], int]):
         self.agents = agents
         self.selection_func = selection_func
 
-    def run(self, task: str):
-        results = []
+    def reset_agents(self):
+        for agent in self.agents:
+            agent.reset()
+
+    def inject_agent(self, agent: Worker):
+        self.agents.append(agent)
 
-        for i in range(len(self.agents)):
-            # Select the speaker based on the selection function
+    def run(self, task: str, max_iters: int = None):
+        self.reset_agents()
+        results = []
+        for i in range(max_iters or len(self.agents)):
             speaker_idx = self.selection_func(i, self.agents)
             speaker = self.agents[speaker_idx]
             response = speaker.run(task)
@@ -20,6 +27,13 @@ class MultiAgentDebate:
             })
         return results
 
+    def update_task(self, task: str):
+        self.task = task
+
+    def format_results(self, results):
+        formatted_results = "\n".join([f"Agent {result['agent']} responded: {result['response']}" for result in results])
+        return formatted_results
+    
 # Define a selection function
 def select_speaker(step: int, agents: List[Worker]) -> int:
     # This function selects the speaker in a round-robin fashion
@@ -41,7 +55,7 @@ debate = MultiAgentDebate(agents, select_speaker)
 
 # Run task
 task = "What were the winning boston marathon times for the past 5 years (ending in 2022)? Generate a table of the year, name, country of origin, and times."
-results = debate.run(task)
+results = debate.run(task, max_iters=4)
 
 # Print results
 for result in results:
diff --git a/swarms/swarms/dialogue_simulator.py b/swarms/swarms/dialogue_simulator.py
index 83670fa1..869616f2 100644
--- a/swarms/swarms/dialogue_simulator.py
+++ b/swarms/swarms/dialogue_simulator.py
@@ -24,7 +24,7 @@ class DialogueSimulator:
             speaker_message = speaker.run(prompt)
 
             for receiver in self.agents:
-                message_history = f"Speaker Name: {speaker.name} and message: {speake_message}"
+                message_history = f"Speaker Name: {speaker.name} and message: {speaker_message}"
                 receiver.run(message_history)
 
             print(f"({speaker.name}): {speaker_message}")
diff --git a/swarms/workers/multi_ b/swarms/workers/multi_
deleted file mode 100644
index e69de29b..00000000