diff --git a/executorlib/executor/flux.py b/executorlib/executor/flux.py
index 7a40ba48..b9ffda9f 100644
--- a/executorlib/executor/flux.py
+++ b/executorlib/executor/flux.py
@@ -66,6 +66,7 @@ class FluxJobExecutor(BaseExecutor):
                                       debugging purposes and to get an overview of the specified dependencies.
         plot_dependency_graph_filename (str): Name of the file to store the plotted graph in.
         log_obj_size (bool): Enable debug mode which reports the size of the communicated objects.
+        enable_debug_mode (bool, optional): Enable debug mode which provides additional information on the execution.
 
     Examples:
         ```
@@ -106,6 +107,7 @@ def __init__(
         plot_dependency_graph: bool = False,
         plot_dependency_graph_filename: Optional[str] = None,
         log_obj_size: bool = False,
+        enable_debug_mode: bool = False,
     ):
         """
         The executorlib.FluxJobExecutor leverages either the message passing interface (MPI), the SLURM workload manager
@@ -153,6 +155,7 @@ def __init__(
                                           debugging purposes and to get an overview of the specified dependencies.
             plot_dependency_graph_filename (str): Name of the file to store the plotted graph in.
             log_obj_size (bool): Enable debug mode which reports the size of the communicated objects.
+            enable_debug_mode (bool, optional): Enable debug mode which provides additional information on the execution.
 
         """
         default_resource_dict: dict = {
@@ -189,6 +192,7 @@ def __init__(
                     refresh_rate=refresh_rate,
                     plot_dependency_graph=plot_dependency_graph,
                     plot_dependency_graph_filename=plot_dependency_graph_filename,
+                    enable_debug_mode=enable_debug_mode,
                 )
             )
         else:
diff --git a/executorlib/executor/single.py b/executorlib/executor/single.py
index 2f75d0c0..a69de075 100644
--- a/executorlib/executor/single.py
+++ b/executorlib/executor/single.py
@@ -95,6 +95,7 @@ def __init__(
         plot_dependency_graph: bool = False,
         plot_dependency_graph_filename: Optional[str] = None,
         log_obj_size: bool = False,
+        enable_debug_mode: bool = False,
     ):
         """
         The executorlib.SingleNodeExecutor leverages either the message passing interface (MPI), the SLURM workload
@@ -139,6 +140,7 @@ def __init__(
                                           debugging purposes and to get an overview of the specified dependencies.
             plot_dependency_graph_filename (str): Name of the file to store the plotted graph in.
             log_obj_size (bool): Enable debug mode which reports the size of the communicated objects.
+            enable_debug_mode (bool): Enable debug mode which provides additional information on the execution.
 
         """
         default_resource_dict: dict = {
@@ -171,6 +173,7 @@ def __init__(
                     refresh_rate=refresh_rate,
                     plot_dependency_graph=plot_dependency_graph,
                     plot_dependency_graph_filename=plot_dependency_graph_filename,
+                    enable_debug_mode=enable_debug_mode,
                 )
             )
         else:
diff --git a/executorlib/executor/slurm.py b/executorlib/executor/slurm.py
index 97b27c49..6881e188 100644
--- a/executorlib/executor/slurm.py
+++ b/executorlib/executor/slurm.py
@@ -276,6 +276,7 @@ class SlurmJobExecutor(BaseExecutor):
                                       debugging purposes and to get an overview of the specified dependencies.
         plot_dependency_graph_filename (str): Name of the file to store the plotted graph in.
         log_obj_size (bool): Enable debug mode which reports the size of the communicated objects.
+        enable_debug_mode (bool): Enable debug mode which provides additional information on the execution.
 
     Examples:
         ```
@@ -313,6 +314,7 @@ def __init__(
         plot_dependency_graph: bool = False,
         plot_dependency_graph_filename: Optional[str] = None,
         log_obj_size: bool = False,
+        enable_debug_mode: bool = False,
     ):
         """
         The executorlib.SlurmJobExecutor leverages either the message passing interface (MPI), the SLURM workload
@@ -361,6 +363,7 @@ def __init__(
                                           debugging purposes and to get an overview of the specified dependencies.
             plot_dependency_graph_filename (str): Name of the file to store the plotted graph in.
             log_obj_size (bool): Enable debug mode which reports the size of the communicated objects.
+            enable_debug_mode (bool): Enable debug mode which provides additional information on the execution.
 
         """
         default_resource_dict: dict = {
@@ -394,6 +397,7 @@ def __init__(
                     refresh_rate=refresh_rate,
                     plot_dependency_graph=plot_dependency_graph,
                     plot_dependency_graph_filename=plot_dependency_graph_filename,
+                    enable_debug_mode=enable_debug_mode,
                 )
             )
         else:
diff --git a/executorlib/task_scheduler/interactive/dependency.py b/executorlib/task_scheduler/interactive/dependency.py
index a3a43cb8..660f2176 100644
--- a/executorlib/task_scheduler/interactive/dependency.py
+++ b/executorlib/task_scheduler/interactive/dependency.py
@@ -1,4 +1,5 @@
 import queue
+import warnings
 from concurrent.futures import Future
 from threading import Thread
 from time import sleep
@@ -28,6 +29,7 @@ class DependencyTaskScheduler(TaskSchedulerBase):
         refresh_rate (float, optional): The refresh rate for updating the executor queue. Defaults to 0.01.
         plot_dependency_graph (bool, optional): Whether to generate and plot the dependency graph. Defaults to False.
         plot_dependency_graph_filename (str): Name of the file to store the plotted graph in.
+        enable_debug_mode (bool, optional): Enable debug mode which provides additional information on the execution.
 
     Attributes:
         _future_hash_dict (Dict[str, Future]): A dictionary mapping task hash to future object.
@@ -44,6 +46,7 @@ def __init__(
         refresh_rate: float = 0.01,
         plot_dependency_graph: bool = False,
         plot_dependency_graph_filename: Optional[str] = None,
+        enable_debug_mode: bool = False,
     ) -> None:
         super().__init__(max_cores=max_cores)
         self._process_kwargs = {
@@ -51,6 +54,7 @@ def __init__(
             "executor_queue": executor._future_queue,
             "executor": executor,
             "refresh_rate": refresh_rate,
+            "enable_debug_mode": enable_debug_mode,
         }
         self._set_process(
             Thread(
@@ -223,6 +227,7 @@ def _execute_tasks_with_dependencies(
     executor_queue: queue.Queue,
     executor: TaskSchedulerBase,
     refresh_rate: float = 0.01,
+    enable_debug_mode: bool = False,
 ):
     """
     Resolve the dependencies of multiple tasks, by analysing which task requires concurrent.future.Futures objects from
@@ -233,6 +238,7 @@ def _execute_tasks_with_dependencies(
         executor_queue (Queue): Queue for the internal executor.
         executor (TaskSchedulerBase): Executor to execute the tasks with after the dependencies are resolved.
         refresh_rate (float): Set the refresh rate in seconds, how frequently the input queue is checked.
+        enable_debug_mode (bool, optional): Enable debug mode which provides additional information on the execution.
     """
     wait_lst = []
     while True:
@@ -285,7 +291,9 @@ def _execute_tasks_with_dependencies(
             number_waiting = len(wait_lst)
             # Check functions in the wait list and execute them if all future objects are now ready
             wait_lst = _update_waiting_task(
-                wait_lst=wait_lst, executor_queue=executor_queue
+                wait_lst=wait_lst,
+                executor_queue=executor_queue,
+                enable_debug_mode=enable_debug_mode,
             )
             # if no job is ready, sleep for a moment
             if len(wait_lst) == number_waiting:
@@ -295,13 +303,16 @@ def _execute_tasks_with_dependencies(
             sleep(refresh_rate)
 
 
-def _update_waiting_task(wait_lst: list[dict], executor_queue: queue.Queue) -> list:
+def _update_waiting_task(
+    wait_lst: list[dict], executor_queue: queue.Queue, enable_debug_mode: bool = False
+) -> list:
     """
     Submit the waiting tasks, which future inputs have been completed, to the executor
 
     Args:
         wait_lst (list): List of waiting tasks
         executor_queue (Queue): Queue of the internal executor
+        enable_debug_mode (bool, optional): Enable debug mode which provides additional information on the execution.
 
     Returns:
         list: list tasks which future inputs have not been completed
@@ -333,4 +344,9 @@ def _update_waiting_task(wait_lst: list[dict], executor_queue: queue.Queue) -> l
                 task_wait_dict["future"].set_result(done_lst)
         else:
             wait_tmp_lst.append(task_wait_dict)
+    if enable_debug_mode:
+        warnings.warn(
+            f"{len(wait_tmp_lst)} tasks are still waiting for dependencies, previously {len(wait_lst)}",
+            stacklevel=2,
+        )
     return wait_tmp_lst