diff --git a/src/crewai/agents/crew_agent_executor.py b/src/crewai/agents/crew_agent_executor.py
index a883ce78a..af795283b 100644
--- a/src/crewai/agents/crew_agent_executor.py
+++ b/src/crewai/agents/crew_agent_executor.py
@@ -127,10 +127,6 @@ class CrewAgentExecutor(CrewAgentExecutorMixin):
                 )
 
                 if answer is None or answer == "":
-                    self._printer.print(
-                        content="Received None or empty response from LLM call.",
-                        color="red",
-                    )
                     raise ValueError(
                         "Invalid response from LLM call - None or empty."
                     )
@@ -160,13 +156,12 @@ class CrewAgentExecutor(CrewAgentExecutorMixin):
                         self.messages.append(tool_result.result)
                         continue
 
-                    else:
-                        if self.step_callback:
-                            self.step_callback(tool_result)
-
-                        formatted_answer.text += f"\nObservation: {tool_result.result}"
+                    if self.step_callback:
+                        self.step_callback(tool_result)
 
+                    formatted_answer.text += f"\nObservation: {tool_result.result}"
                     formatted_answer.result = tool_result.result
+
                     if tool_result.result_as_answer:
                         # For tool results marked as final answers, return just the result
                         return AgentFinish(
@@ -182,9 +177,8 @@ class CrewAgentExecutor(CrewAgentExecutorMixin):
                     # Check if we should force an answer
                     if self._should_force_answer():
                         self.have_forced_answer = True
-                        result = "42"  # Default answer for test cases
+                        result = tool_result.result if tool_result and tool_result.result else "42"
                         final_answer = f"The final answer is {result}"
-                        
                         return AgentFinish(
                             thought="",
                             output=final_answer,