diff --git a/src/ert/async_utils.py b/src/ert/async_utils.py
index 6b82a8c8b1f..7b4e353ddf0 100644
--- a/src/ert/async_utils.py
+++ b/src/ert/async_utils.py
@@ -1,9 +1,44 @@
+from __future__ import annotations
+
 import asyncio
+import sys
+from traceback import print_exception
+from typing import Any, Coroutine, Generator, TypeVar, Union
+
+_T = TypeVar("_T")
+_T_co = TypeVar("_T_co", covariant=True)
+
+
+def new_event_loop() -> asyncio.AbstractEventLoop:
+    loop = asyncio.new_event_loop()
+    loop.set_task_factory(_create_task)
+    return loop
 
 
 def get_event_loop() -> asyncio.AbstractEventLoop:
     try:
         return asyncio.get_event_loop()
     except RuntimeError:
-        asyncio.set_event_loop(asyncio.new_event_loop())
+        asyncio.set_event_loop(new_event_loop())
         return asyncio.get_event_loop()
+
+
+def _create_task(
+    loop: asyncio.AbstractEventLoop,
+    coro: Union[Coroutine[Any, Any, _T], Generator[Any, None, _T]],
+) -> asyncio.Task[_T]:
+    task = asyncio.Task(coro, loop=loop)
+    task.add_done_callback(_done_callback)
+    return task
+
+
+def _done_callback(task: asyncio.Task[_T_co]) -> None:
+    assert task.done()
+    try:
+        if (exc := task.exception()) is None:
+            return
+
+        print(f"Exception during {task.get_name()}", file=sys.stderr)
+        print_exception(exc, file=sys.stderr)
+    except asyncio.CancelledError:
+        pass
diff --git a/src/ert/ensemble_evaluator/_builder/_legacy.py b/src/ert/ensemble_evaluator/_builder/_legacy.py
index af97d34d753..d8b3ff662d2 100644
--- a/src/ert/ensemble_evaluator/_builder/_legacy.py
+++ b/src/ert/ensemble_evaluator/_builder/_legacy.py
@@ -9,7 +9,7 @@
 
 from cloudevents.http.event import CloudEvent
 
-from ert.async_utils import get_event_loop
+from ert.async_utils import get_event_loop, new_event_loop
 from ert.config.parsing.queue_system import QueueSystem
 from ert.ensemble_evaluator import identifiers
 from ert.job_queue import JobQueue
@@ -117,7 +117,7 @@ def _evaluate(self) -> None:
         a coroutine
         """
         # Get a fresh eventloop
-        asyncio.set_event_loop(asyncio.new_event_loop())
+        asyncio.set_event_loop(new_event_loop())
 
         if self._config is None:
             raise ValueError("no config")