fix: preserve task outputs when mixing sync and async tasks (#4137)

This fixes issue #4137 where task outputs were lost when a Crew executed
a mix of synchronous and asynchronous tasks. The bug was caused by
_process_async_tasks and _aprocess_async_tasks returning a new list,
which then replaced the existing task_outputs list instead of extending it.

Changes:
- Changed task_outputs = self._process_async_tasks(...) to
  task_outputs.extend(self._process_async_tasks(...)) in _execute_tasks
- Changed task_outputs = await self._aprocess_async_tasks(...) to
  task_outputs.extend(await self._aprocess_async_tasks(...)) in _aexecute_tasks
- Applied the same fix to _handle_conditional_task and _ahandle_conditional_task

Added tests:
- test_sync_task_outputs_preserved_when_mixing_sync_async_tasks
- test_sync_task_outputs_preserved_when_crew_ends_with_async_task
- test_sync_multiple_sync_tasks_before_async_all_preserved
- TestMixedSyncAsyncTaskOutputs class with async variants

Co-Authored-By: João <joao@crewai.com>

lib/crewai/src/crewai/crew.py

@@ -957,8 +957,8 @@ class Crew(FlowTrackable, BaseModel):
                 pending_tasks.append((task, async_task, task_index))
             else:
                 if pending_tasks:
-                    task_outputs = await self._aprocess_async_tasks(
-                        pending_tasks, was_replayed
+                    task_outputs.extend(
+                        await self._aprocess_async_tasks(pending_tasks, was_replayed)
                     )
                     pending_tasks.clear()
 
@@ -973,7 +973,9 @@ class Crew(FlowTrackable, BaseModel):
                 self._store_execution_log(task, task_output, task_index, was_replayed)
 
         if pending_tasks:
-            task_outputs = await self._aprocess_async_tasks(pending_tasks, was_replayed)
+            task_outputs.extend(
+                await self._aprocess_async_tasks(pending_tasks, was_replayed)
+            )
 
         return self._create_crew_output(task_outputs)
 
@@ -987,7 +989,9 @@ class Crew(FlowTrackable, BaseModel):
     ) -> TaskOutput | None:
         """Handle conditional task evaluation using native async."""
         if pending_tasks:
-            task_outputs = await self._aprocess_async_tasks(pending_tasks, was_replayed)
+            task_outputs.extend(
+                await self._aprocess_async_tasks(pending_tasks, was_replayed)
+            )
             pending_tasks.clear()
 
         return check_conditional_skip(
@@ -1152,7 +1156,7 @@ class Crew(FlowTrackable, BaseModel):
                 futures.append((task, future, task_index))
             else:
                 if futures:
-                    task_outputs = self._process_async_tasks(futures, was_replayed)
+                    task_outputs.extend(self._process_async_tasks(futures, was_replayed))
                     futures.clear()
 
                 context = self._get_context(task, task_outputs)
@@ -1166,7 +1170,7 @@ class Crew(FlowTrackable, BaseModel):
                 self._store_execution_log(task, task_output, task_index, was_replayed)
 
         if futures:
-            task_outputs = self._process_async_tasks(futures, was_replayed)
+            task_outputs.extend(self._process_async_tasks(futures, was_replayed))
 
         return self._create_crew_output(task_outputs)
 
@@ -1179,7 +1183,7 @@ class Crew(FlowTrackable, BaseModel):
         was_replayed: bool,
     ) -> TaskOutput | None:
         if futures:
-            task_outputs = self._process_async_tasks(futures, was_replayed)
+            task_outputs.extend(self._process_async_tasks(futures, was_replayed))
             futures.clear()
 
         return check_conditional_skip(

lib/crewai/tests/crew/test_async_crew.py

@@ -381,4 +381,171 @@ class TestAsyncProcessAsyncTasks:
     async def test_aprocess_async_tasks_empty(self, test_crew: Crew) -> None:
         """Test processing empty list of async tasks."""
         result = await test_crew._aprocess_async_tasks([])
-        assert result == []
+        assert result == []
+
+
+class TestMixedSyncAsyncTaskOutputs:
+    """Tests for issue #4137: Task outputs lost when mixing sync and async tasks.
+
+    These tests verify that when a Crew executes a mix of synchronous and
+    asynchronous tasks, all task outputs are preserved correctly.
+    """
+
+    @pytest.mark.asyncio
+    @patch("crewai.task.Task.aexecute_sync", new_callable=AsyncMock)
+    async def test_async_sync_task_before_async_task_outputs_preserved(
+        self, mock_execute: AsyncMock, test_agent: Agent
+    ) -> None:
+        """Test that sync task outputs before async tasks are preserved.
+
+        Scenario: sync -> async -> sync
+        Expected: All 3 task outputs should be in the result.
+        """
+        task1 = Task(
+            description="Sync task 1",
+            expected_output="Output 1",
+            agent=test_agent,
+            async_execution=False,
+        )
+        task2 = Task(
+            description="Async task 2",
+            expected_output="Output 2",
+            agent=test_agent,
+            async_execution=True,
+        )
+        task3 = Task(
+            description="Sync task 3",
+            expected_output="Output 3",
+            agent=test_agent,
+            async_execution=False,
+        )
+        crew = Crew(
+            agents=[test_agent],
+            tasks=[task1, task2, task3],
+            verbose=False,
+        )
+
+        mock_output1 = TaskOutput(
+            description="Sync task 1",
+            raw="Result 1",
+            agent="Test Agent",
+        )
+        mock_output2 = TaskOutput(
+            description="Async task 2",
+            raw="Result 2",
+            agent="Test Agent",
+        )
+        mock_output3 = TaskOutput(
+            description="Sync task 3",
+            raw="Result 3",
+            agent="Test Agent",
+        )
+        mock_execute.side_effect = [mock_output1, mock_output2, mock_output3]
+
+        result = await crew._aexecute_tasks(crew.tasks)
+
+        assert result is not None
+        assert len(result.tasks_output) == 3
+        assert result.tasks_output[0].raw == "Result 1"
+        assert result.tasks_output[1].raw == "Result 2"
+        assert result.tasks_output[2].raw == "Result 3"
+
+    @pytest.mark.asyncio
+    @patch("crewai.task.Task.aexecute_sync", new_callable=AsyncMock)
+    async def test_async_crew_ending_with_async_task_preserves_outputs(
+        self, mock_execute: AsyncMock, test_agent: Agent
+    ) -> None:
+        """Test that outputs are preserved when crew ends with async task.
+
+        Scenario: sync -> async (final)
+        Expected: Both task outputs should be in the result.
+        """
+        task1 = Task(
+            description="Sync task 1",
+            expected_output="Output 1",
+            agent=test_agent,
+            async_execution=False,
+        )
+        task2 = Task(
+            description="Async task 2",
+            expected_output="Output 2",
+            agent=test_agent,
+            async_execution=True,
+        )
+        crew = Crew(
+            agents=[test_agent],
+            tasks=[task1, task2],
+            verbose=False,
+        )
+
+        mock_output1 = TaskOutput(
+            description="Sync task 1",
+            raw="Result 1",
+            agent="Test Agent",
+        )
+        mock_output2 = TaskOutput(
+            description="Async task 2",
+            raw="Result 2",
+            agent="Test Agent",
+        )
+        mock_execute.side_effect = [mock_output1, mock_output2]
+
+        result = await crew._aexecute_tasks(crew.tasks)
+
+        assert result is not None
+        assert len(result.tasks_output) == 2
+        assert result.tasks_output[0].raw == "Result 1"
+        assert result.tasks_output[1].raw == "Result 2"
+
+    @pytest.mark.asyncio
+    @patch("crewai.task.Task.aexecute_sync", new_callable=AsyncMock)
+    async def test_async_multiple_sync_before_async_all_preserved(
+        self, mock_execute: AsyncMock, test_agent: Agent
+    ) -> None:
+        """Test that multiple sync task outputs before async are preserved.
+
+        Scenario: sync -> sync -> async -> sync
+        Expected: All 4 task outputs should be in the result.
+        """
+        task1 = Task(
+            description="Sync task 1",
+            expected_output="Output 1",
+            agent=test_agent,
+            async_execution=False,
+        )
+        task2 = Task(
+            description="Sync task 2",
+            expected_output="Output 2",
+            agent=test_agent,
+            async_execution=False,
+        )
+        task3 = Task(
+            description="Async task 3",
+            expected_output="Output 3",
+            agent=test_agent,
+            async_execution=True,
+        )
+        task4 = Task(
+            description="Sync task 4",
+            expected_output="Output 4",
+            agent=test_agent,
+            async_execution=False,
+        )
+        crew = Crew(
+            agents=[test_agent],
+            tasks=[task1, task2, task3, task4],
+            verbose=False,
+        )
+
+        mock_outputs = [
+            TaskOutput(description=f"Task {i}", raw=f"Result {i}", agent="Test Agent")
+            for i in range(1, 5)
+        ]
+        mock_execute.side_effect = mock_outputs
+
+        result = await crew._aexecute_tasks(crew.tasks)
+
+        assert result is not None
+        assert len(result.tasks_output) == 4
+        for i in range(4):
+            assert result.tasks_output[i].raw == f"Result {i + 1}"

lib/crewai/tests/test_crew.py

@@ -1251,6 +1251,200 @@ async def test_async_task_execution_call_count(researcher, writer):
         assert mock_execute_sync.call_count == 1
 
 
+def test_sync_task_outputs_preserved_when_mixing_sync_async_tasks():
+    """Test for issue #4137: Task outputs lost when mixing sync and async tasks.
+
+    Scenario: sync -> async -> sync
+    Expected: All 3 task outputs should be in the result.
+    """
+    researcher_agent = Agent(
+        role="Researcher",
+        goal="Research topics",
+        backstory="Expert researcher",
+        allow_delegation=False,
+    )
+
+    task1 = Task(
+        description="Sync task 1",
+        expected_output="Output 1",
+        agent=researcher_agent,
+        async_execution=False,
+    )
+    task2 = Task(
+        description="Async task 2",
+        expected_output="Output 2",
+        agent=researcher_agent,
+        async_execution=True,
+    )
+    task3 = Task(
+        description="Sync task 3",
+        expected_output="Output 3",
+        agent=researcher_agent,
+        async_execution=False,
+    )
+
+    crew = Crew(
+        agents=[researcher_agent],
+        tasks=[task1, task2, task3],
+        verbose=False,
+    )
+
+    mock_output1 = TaskOutput(
+        description="Sync task 1",
+        raw="Result 1",
+        agent="Researcher",
+    )
+    mock_output2 = TaskOutput(
+        description="Async task 2",
+        raw="Result 2",
+        agent="Researcher",
+    )
+    mock_output3 = TaskOutput(
+        description="Sync task 3",
+        raw="Result 3",
+        agent="Researcher",
+    )
+
+    mock_future = MagicMock(spec=Future)
+    mock_future.result.return_value = mock_output2
+
+    with (
+        patch.object(Task, "execute_sync", side_effect=[mock_output1, mock_output3]),
+        patch.object(Task, "execute_async", return_value=mock_future),
+    ):
+        result = crew.kickoff()
+
+        assert result is not None
+        assert len(result.tasks_output) == 3
+        assert result.tasks_output[0].raw == "Result 1"
+        assert result.tasks_output[1].raw == "Result 2"
+        assert result.tasks_output[2].raw == "Result 3"
+
+
+def test_sync_task_outputs_preserved_when_crew_ends_with_async_task():
+    """Test for issue #4137: Task outputs preserved when crew ends with async task.
+
+    Scenario: sync -> async (final)
+    Expected: Both task outputs should be in the result.
+    """
+    researcher_agent = Agent(
+        role="Researcher",
+        goal="Research topics",
+        backstory="Expert researcher",
+        allow_delegation=False,
+    )
+
+    task1 = Task(
+        description="Sync task 1",
+        expected_output="Output 1",
+        agent=researcher_agent,
+        async_execution=False,
+    )
+    task2 = Task(
+        description="Async task 2",
+        expected_output="Output 2",
+        agent=researcher_agent,
+        async_execution=True,
+    )
+
+    crew = Crew(
+        agents=[researcher_agent],
+        tasks=[task1, task2],
+        verbose=False,
+    )
+
+    mock_output1 = TaskOutput(
+        description="Sync task 1",
+        raw="Result 1",
+        agent="Researcher",
+    )
+    mock_output2 = TaskOutput(
+        description="Async task 2",
+        raw="Result 2",
+        agent="Researcher",
+    )
+
+    mock_future = MagicMock(spec=Future)
+    mock_future.result.return_value = mock_output2
+
+    with (
+        patch.object(Task, "execute_sync", return_value=mock_output1),
+        patch.object(Task, "execute_async", return_value=mock_future),
+    ):
+        result = crew.kickoff()
+
+        assert result is not None
+        assert len(result.tasks_output) == 2
+        assert result.tasks_output[0].raw == "Result 1"
+        assert result.tasks_output[1].raw == "Result 2"
+
+
+def test_sync_multiple_sync_tasks_before_async_all_preserved():
+    """Test for issue #4137: Multiple sync task outputs before async are preserved.
+
+    Scenario: sync -> sync -> async -> sync
+    Expected: All 4 task outputs should be in the result.
+    """
+    researcher_agent = Agent(
+        role="Researcher",
+        goal="Research topics",
+        backstory="Expert researcher",
+        allow_delegation=False,
+    )
+
+    task1 = Task(
+        description="Sync task 1",
+        expected_output="Output 1",
+        agent=researcher_agent,
+        async_execution=False,
+    )
+    task2 = Task(
+        description="Sync task 2",
+        expected_output="Output 2",
+        agent=researcher_agent,
+        async_execution=False,
+    )
+    task3 = Task(
+        description="Async task 3",
+        expected_output="Output 3",
+        agent=researcher_agent,
+        async_execution=True,
+    )
+    task4 = Task(
+        description="Sync task 4",
+        expected_output="Output 4",
+        agent=researcher_agent,
+        async_execution=False,
+    )
+
+    crew = Crew(
+        agents=[researcher_agent],
+        tasks=[task1, task2, task3, task4],
+        verbose=False,
+    )
+
+    mock_outputs = [
+        TaskOutput(description=f"Task {i}", raw=f"Result {i}", agent="Researcher")
+        for i in range(1, 5)
+    ]
+
+    mock_future = MagicMock(spec=Future)
+    mock_future.result.return_value = mock_outputs[2]
+
+    with (
+        patch.object(
+            Task, "execute_sync", side_effect=[mock_outputs[0], mock_outputs[1], mock_outputs[3]]
+        ),
+        patch.object(Task, "execute_async", return_value=mock_future),
+    ):
+        result = crew.kickoff()
+
+        assert result is not None
+        assert len(result.tasks_output) == 4
+        for i in range(4):
+            assert result.tasks_output[i].raw == f"Result {i + 1}"
+
+
 @pytest.mark.vcr()
 def test_kickoff_for_each_single_input():
     """Tests if kickoff_for_each works with a single input."""