diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index fc26c69..df0fa06 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -6,7 +6,7 @@ repos:
       - id: end-of-file-fixer
   - repo: https://github.com/charliermarsh/ruff-pre-commit
     # keep the version here in sync with the version in uv.lock
-    rev: "v0.12.2"
+    rev: "v0.12.7"
     hooks:
       - id: ruff-check
         args: [--fix, --exit-non-zero-on-fix]
diff --git a/CHANGELOG.md b/CHANGELOG.md
index 70c7e74..aa19b99 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -7,6 +7,16 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 
 ## [Unreleased]
 
+## [0.41.0] - 2025-08-01
+
+### Added
+
+- `tilebox-workflows`: Task runners now support receiving a suggested idling duration from the workflows API
+
+### Fixed
+
+- `tilebox-workflows`: Change task lease extension logging message to `DEBUG` level
+
 ## [0.40.0] - 2025-07-29
 
 ### Added
@@ -223,7 +233,8 @@ and this project adheres to [Semantic Versioning](https://semver.org/spec/v2.0.0
 - Released packages: `tilebox-datasets`, `tilebox-workflows`, `tilebox-storage`, `tilebox-grpc`
 
 
-[Unreleased]: https://github.com/tilebox/tilebox-python/compare/v0.40.0...HEAD
+[Unreleased]: https://github.com/tilebox/tilebox-python/compare/v0.41.0...HEAD
+[0.41.0]: https://github.com/tilebox/tilebox-python/compare/v0.40.0...v0.41.0
 [0.40.0]: https://github.com/tilebox/tilebox-python/compare/v0.39.0...v0.40.0
 [0.39.0]: https://github.com/tilebox/tilebox-python/compare/v0.38.0...v0.39.0
 [0.38.0]: https://github.com/tilebox/tilebox-python/compare/v0.37.1...v0.38.0
diff --git a/tilebox-workflows/tests/runner/testdata/recordings/fibonacci_workflow.rpcs.bin b/tilebox-workflows/tests/runner/testdata/recordings/fibonacci_workflow.rpcs.bin
index 88f2dbf..e6f2e5b 100644
--- a/tilebox-workflows/tests/runner/testdata/recordings/fibonacci_workflow.rpcs.bin
+++ b/tilebox-workflows/tests/runner/testdata/recordings/fibonacci_workflow.rpcs.bin
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:8b2943e452addd5eedf0549a582b97b01ca746133a0f8171baa184e7c4dc0edf
-size 9244
+oid sha256:193198a63389117759a7dd8166ef13cd6c69395e35577d36b281d75a46c7c475
+size 9328
diff --git a/tilebox-workflows/tests/runner/testdata/recordings/flaky_task.rpcs.bin b/tilebox-workflows/tests/runner/testdata/recordings/flaky_task.rpcs.bin
index c55e70f..24b4b33 100644
--- a/tilebox-workflows/tests/runner/testdata/recordings/flaky_task.rpcs.bin
+++ b/tilebox-workflows/tests/runner/testdata/recordings/flaky_task.rpcs.bin
@@ -1,3 +1,3 @@
 version https://git-lfs.github.com/spec/v1
-oid sha256:375301ced6092e5ed6b1e40307fdaa14ddb34aa5637847750935e8d307a64050
-size 5489
+oid sha256:5a75c0c3867517e5ee1f5f9da1a4321b5ac71f4e6d2fdff41580714722941c35
+size 5609
diff --git a/tilebox-workflows/tests/tasks_data.py b/tilebox-workflows/tests/tasks_data.py
index 39739d6..2d84a9d 100644
--- a/tilebox-workflows/tests/tasks_data.py
+++ b/tilebox-workflows/tests/tasks_data.py
@@ -4,6 +4,7 @@
 
 import json
 import string
+from datetime import timedelta
 
 from hypothesis.strategies import (
     DrawFn,
@@ -26,6 +27,7 @@
     Cluster,
     ComputedTask,
     CronTrigger,
+    Idling,
     Job,
     JobState,
     StorageEventTrigger,
@@ -71,6 +73,17 @@ def tasks(draw: DrawFn) -> Task:
     return Task(task_id, identifier, state, task_input, display, job, parent_id, depends_on, lease, retry_count)
 
 
+@composite
+def idling_responses(draw: DrawFn) -> Idling:
+    """A hypothesis strategy for generating random idling_responses"""
+    return Idling(
+        timedelta(
+            seconds=draw(integers(min_value=0, max_value=60 * 60)),
+            milliseconds=draw(integers(min_value=0, max_value=1000)),
+        )
+    )
+
+
 @composite
 def task_identifiers(draw: DrawFn) -> TaskIdentifier:
     """A hypothesis strategy for generating random task_identifiers"""
diff --git a/tilebox-workflows/tests/test_data.py b/tilebox-workflows/tests/test_data.py
index dc0ed53..60c7f3b 100644
--- a/tilebox-workflows/tests/test_data.py
+++ b/tilebox-workflows/tests/test_data.py
@@ -4,6 +4,7 @@
     automations,
     clusters,
     computed_tasks,
+    idling_responses,
     jobs,
     storage_locations,
     task_identifiers,
@@ -15,6 +16,7 @@
     AutomationPrototype,
     Cluster,
     ComputedTask,
+    Idling,
     Job,
     StorageLocation,
     Task,
@@ -34,6 +36,11 @@ def test_tasks_to_message_and_back(task: Task) -> None:
     assert Task.from_message(task.to_message()) == task
 
 
+@given(idling_responses())
+def test_idling_responses_to_message_and_back(idling: Idling) -> None:
+    assert Idling.from_message(idling.to_message()) == idling
+
+
 @given(jobs())
 def test_jobs_to_message_and_back(job: Job) -> None:
     assert Job.from_message(job.to_message()) == job
diff --git a/tilebox-workflows/tilebox/workflows/data.py b/tilebox-workflows/tilebox/workflows/data.py
index cc99e77..19551e7 100644
--- a/tilebox-workflows/tilebox/workflows/data.py
+++ b/tilebox-workflows/tilebox/workflows/data.py
@@ -1,7 +1,7 @@
 import re
 import warnings
 from dataclasses import dataclass, field
-from datetime import datetime
+from datetime import datetime, timedelta
 from enum import Enum
 from functools import lru_cache
 from pathlib import Path
@@ -14,7 +14,13 @@
 
 from tilebox.datasets.query.id_interval import IDInterval
 from tilebox.datasets.query.pagination import Pagination
-from tilebox.datasets.query.time_interval import TimeInterval, datetime_to_timestamp, timestamp_to_datetime
+from tilebox.datasets.query.time_interval import (
+    TimeInterval,
+    datetime_to_timestamp,
+    duration_to_timedelta,
+    timedelta_to_duration,
+    timestamp_to_datetime,
+)
 from tilebox.datasets.uuid import uuid_message_to_optional_uuid, uuid_message_to_uuid, uuid_to_uuid_message
 
 try:
@@ -149,6 +155,20 @@ def to_message(self) -> core_pb2.Task:
         )
 
 
+@dataclass(order=True)
+class Idling:
+    suggested_idling_duration: timedelta
+
+    @classmethod
+    def from_message(cls, idling: task_pb2.IdlingResponse) -> "Idling":
+        """Convert a Idling protobuf message to a Idling object."""
+        return cls(suggested_idling_duration=duration_to_timedelta(idling.suggested_idling_duration))
+
+    def to_message(self) -> task_pb2.IdlingResponse:
+        """Convert a Idling object to a Idling protobuf message."""
+        return task_pb2.IdlingResponse(suggested_idling_duration=timedelta_to_duration(self.suggested_idling_duration))
+
+
 class JobState(Enum):
     UNSPECIFIED = 0
     QUEUED = 1
diff --git a/tilebox-workflows/tilebox/workflows/runner/task_runner.py b/tilebox-workflows/tilebox/workflows/runner/task_runner.py
index 1556605..3030d48 100644
--- a/tilebox-workflows/tilebox/workflows/runner/task_runner.py
+++ b/tilebox-workflows/tilebox/workflows/runner/task_runner.py
@@ -28,7 +28,7 @@
 from _tilebox.grpc.error import InternalServerError
 from tilebox.datasets.sync.dataset import DatasetClient
 from tilebox.workflows.cache import JobCache
-from tilebox.workflows.data import ComputedTask, NextTaskToRun, Task, TaskLease
+from tilebox.workflows.data import ComputedTask, Idling, NextTaskToRun, Task, TaskLease
 from tilebox.workflows.interceptors import Interceptor, InterceptorType
 from tilebox.workflows.observability.logging import get_logger
 from tilebox.workflows.observability.tracing import WorkflowTracer
@@ -37,13 +37,24 @@
 from tilebox.workflows.task import FutureTask, RunnerContext, TaskMeta
 from tilebox.workflows.task import Task as TaskInstance
 
-# In seconds
+# The time we give a task to finish it's execution when a runner shutdown is requested before we forcefully stop it
 _SHUTDOWN_GRACE_PERIOD = timedelta(seconds=2)
-_POLL_INTERVAL = timedelta(seconds=5)
-_JITTER_INTERVAL = timedelta(seconds=5)
+
+# Retry configuration for retrying failed requests to the workflows API
 _INITIAL_RETRY_BACKOFF = timedelta(seconds=5)
 _MAX_RETRY_BACKOFF = timedelta(hours=1)  # 1 hour
 
+# A maximum idling duration, as a safeguard to avoid way too long sleep times in case the suggested idling duration is
+# ever too long. 5 minutes should be plenty of time to wait.
+_MAX_IDLING_DURATION = timedelta(minutes=5)
+# A minimum idling duration, as a safeguard to avoid too short sleep times in case the suggested idling duration is
+# ever too short.
+_MIN_IDLING_DURATION = timedelta(milliseconds=1)
+
+# Fallback polling interval and jitter in case the workflows API fails to respond with a suggested idling duration
+_FALLBACK_POLL_INTERVAL = timedelta(seconds=5)
+_FALLBACK_JITTER_INTERVAL = timedelta(seconds=5)
+
 WrappedFnReturnT = TypeVar("WrappedFnReturnT")
 
 
@@ -96,14 +107,14 @@ def _extend_lease_while_task_is_running(
 
             break
 
-        logger.info(f"Extending task lease for {task_id=}, {task_lease=}")
+        logger.debug(f"Extending task lease for {task_id=}, {task_lease=}")
         try:
             # The first time we call the function, we pass the argument we received
             # After that, we call it with the result of the previous call
             task_lease = service.extend_task_lease(task_id, 2 * task_lease.lease)
             if task_lease.lease == 0:
                 # The server did not return a lease extension, it means that there is no need in trying to extend the lease
-                logger.info(f"task lease extension not granted for task {task_id}")
+                logger.debug(f"task lease extension not granted for task {task_id}")
                 # even though we failed to extend the lease, let's still wait till the task is done
                 # otherwise we might end up with a mismatch between the task currently being executed and the task
                 # that we extend leases for (and the runner can anyways only execute one task at a time)
@@ -331,41 +342,59 @@ def run_all(self) -> None:
         """
         self._run(stop_when_idling=True)
 
-    def _run(self, stop_when_idling: bool = True) -> None:
+    def _run(self, stop_when_idling: bool = True) -> None:  # noqa: C901
         """
         Run the task runner forever. This will poll for new tasks and execute them as they come in.
         If no tasks are available, it will sleep for a short time and then try again.
         """
-        task: Task | None = None
+        work: Task | Idling | None = None
 
         # capture interrupt signals and delay them by a grace period in order to shut down gracefully
         with _GracefulShutdown(_SHUTDOWN_GRACE_PERIOD, self._service) as shutdown_context:
             while True:
-                if task is None:  # if we don't have a task right now, let's try to work-steal one
-                    if shutdown_context.is_shutting_down():
+                if not isinstance(work, Task):  # if we don't have a task right now, let's try to work-steal one
+                    if shutdown_context.is_shutting_down():  # unless we received an interrupt, then we shut down
                         return
                     try:
-                        task = self._service.next_task(task_to_run=self.tasks_to_run, computed_task=None)
+                        work = self._service.next_task(task_to_run=self.tasks_to_run, computed_task=None)
                     except InternalServerError as e:
                         # We do not need to retry here, since the task runner will sleep for a while and then anyways request this again.
                         self.logger.error(f"Failed to get next task with error {e}")
 
-                if task is not None:  # we have a task to execute
+                if isinstance(work, Task):  # we received a task to execute
+                    task = work
                     if task.retry_count > 0:
                         self.logger.debug(f"Retrying task {task.id} that failed {task.retry_count} times")
-                    task = self._execute(task, shutdown_context)  # submitting the task gives us the next one
-                else:  # if we didn't get a task, let's sleep for a bit and try work-stealing again
-                    self.logger.debug("No task to run")
+                    work = self._execute(task, shutdown_context)  # submitting the task gives us the next work item
+                elif isinstance(work, Idling):  # we received an idling response, so let's sleep for a bit
+                    self.logger.debug("No task to run, idling")
                     if stop_when_idling:  # if stop_when_idling is set, we can just return
                         return
+
                     # now sleep for a bit and then try again, unless we receive an interrupt
-                    shutdown_context.sleep(
-                        _POLL_INTERVAL.total_seconds() + random.uniform(0, _JITTER_INTERVAL.total_seconds())  # noqa: S311
-                    )
+                    idling_duration = work.suggested_idling_duration
+                    idling_duration = min(idling_duration, _MAX_IDLING_DURATION)
+                    idling_duration = max(idling_duration, _MIN_IDLING_DURATION)
+                    shutdown_context.sleep(idling_duration.total_seconds())
                     if shutdown_context.is_shutting_down():
                         return
+                else:  # work is None
+                    # we didn't receive an idling response, but also not a task. This only happens if we didn't request
+                    # a task to run, indicating that we are shutting down.
+                    if shutdown_context.is_shutting_down():
+                        return
+
+                    fallback_interval = _FALLBACK_POLL_INTERVAL.total_seconds() + random.uniform(  # noqa: S311
+                        0, _FALLBACK_JITTER_INTERVAL.total_seconds()
+                    )
+                    self.logger.debug(
+                        f"Didn't receive a task to run, nor an idling response, but runner is not shutting down. "
+                        f"Falling back to a default idling period of {fallback_interval:.2f}s"
+                    )
+
+                    shutdown_context.sleep(fallback_interval)
 
-    def _execute(self, task: Task, shutdown_context: _GracefulShutdown) -> Task | None:
+    def _execute(self, task: Task, shutdown_context: _GracefulShutdown) -> Task | Idling | None:
         try:
             return self._try_execute(task, shutdown_context)
         except Exception as e:
@@ -380,7 +409,7 @@ def _execute(self, task: Task, shutdown_context: _GracefulShutdown) -> Task | No
             task_failed_retry(task, e)
         return None
 
-    def _try_execute(self, task: Task, shutdown_context: _GracefulShutdown) -> Task | None:
+    def _try_execute(self, task: Task, shutdown_context: _GracefulShutdown) -> Task | Idling | None:
         if task.job is None:
             raise ValueError(f"Task {task.id} has no job associated with it.")
 
diff --git a/tilebox-workflows/tilebox/workflows/runner/task_service.py b/tilebox-workflows/tilebox/workflows/runner/task_service.py
index c6f17d2..3716dc8 100644
--- a/tilebox-workflows/tilebox/workflows/runner/task_service.py
+++ b/tilebox-workflows/tilebox/workflows/runner/task_service.py
@@ -6,6 +6,7 @@
 from _tilebox.grpc.error import with_pythonic_errors
 from tilebox.workflows.data import (
     ComputedTask,
+    Idling,
     NextTaskToRun,
     Task,
     TaskLease,
@@ -32,18 +33,19 @@ def __init__(self, channel: Channel) -> None:
         """
         self.service = with_pythonic_errors(TaskServiceStub(channel))
 
-    def next_task(self, task_to_run: NextTaskToRun | None, computed_task: ComputedTask | None) -> Task | None:
+    def next_task(self, task_to_run: NextTaskToRun | None, computed_task: ComputedTask | None) -> Task | Idling | None:
         computed_task_message = None if computed_task is None else computed_task.to_message()
         task_to_run_message = None if task_to_run is None else task_to_run.to_message()
 
         response: NextTaskResponse = self.service.NextTask(
             NextTaskRequest(computed_task=computed_task_message, next_task_to_run=task_to_run_message)
         )
-        return (
-            Task.from_message(response.next_task)
-            if response.next_task is not None and response.next_task.id.uuid
-            else None
-        )
+
+        if response.next_task is not None and response.next_task.id.uuid:
+            return Task.from_message(response.next_task)
+        if response.idling is not None:
+            return Idling.from_message(response.idling)
+        return None
 
     def task_failed(self, task: Task, error: Exception, cancel_job: bool = True) -> None:
         # job ouptut is limited to 1KB, so truncate the error message if necessary
diff --git a/tilebox-workflows/tilebox/workflows/workflows/v1/task_pb2.py b/tilebox-workflows/tilebox/workflows/workflows/v1/task_pb2.py
index ae6fd76..1c740d2 100644
--- a/tilebox-workflows/tilebox/workflows/workflows/v1/task_pb2.py
+++ b/tilebox-workflows/tilebox/workflows/workflows/v1/task_pb2.py
@@ -28,7 +28,7 @@
 from tilebox.workflows.workflows.v1 import core_pb2 as workflows_dot_v1_dot_core__pb2
 
 
-DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x17workflows/v1/task.proto\x12\x0cworkflows.v1\x1a\x1b\x62uf/validate/validate.proto\x1a\x1egoogle/protobuf/duration.proto\x1a\x13tilebox/v1/id.proto\x1a\x17workflows/v1/core.proto\"\xa6\x01\n\x0fNextTaskRequest\x12\x46\n\rcomputed_task\x18\x01 \x01(\x0b\x32\x1a.workflows.v1.ComputedTaskB\x05\xaa\x01\x02\x08\x01R\x0c\x63omputedTask\x12K\n\x10next_task_to_run\x18\x02 \x01(\x0b\x32\x1b.workflows.v1.NextTaskToRunB\x05\xaa\x01\x02\x08\x01R\rnextTaskToRun\"{\n\rNextTaskToRun\x12*\n\x0c\x63luster_slug\x18\x01 \x01(\tB\x07\xbaH\x04r\x02\x10\x01R\x0b\x63lusterSlug\x12>\n\x0bidentifiers\x18\x02 \x03(\x0b\x32\x1c.workflows.v1.TaskIdentifierR\x0bidentifiers\"\x95\x01\n\x0c\x43omputedTask\x12&\n\x02id\x18\x01 \x01(\x0b\x32\x0e.tilebox.v1.IDB\x06\xbaH\x03\xc8\x01\x01R\x02id\x12\x18\n\x07\x64isplay\x18\x02 \x01(\tR\x07\x64isplay\x12\x43\n\tsub_tasks\x18\x03 \x03(\x0b\x32\x1c.workflows.v1.TaskSubmissionB\x08\xbaH\x05\x92\x01\x02\x10@R\x08subTasks\"C\n\x10NextTaskResponse\x12/\n\tnext_task\x18\x01 \x01(\x0b\x32\x12.workflows.v1.TaskR\x08nextTask\"}\n\x11TaskFailedRequest\x12/\n\x07task_id\x18\x01 \x01(\x0b\x32\x0e.tilebox.v1.IDB\x06\xbaH\x03\xc8\x01\x01R\x06taskId\x12\x18\n\x07\x64isplay\x18\x02 \x01(\tR\x07\x64isplay\x12\x1d\n\ncancel_job\x18\x03 \x01(\x08R\tcancelJob\"B\n\x11TaskStateResponse\x12-\n\x05state\x18\x01 \x01(\x0e\x32\x17.workflows.v1.TaskStateR\x05state\"\x87\x01\n\x10TaskLeaseRequest\x12/\n\x07task_id\x18\x01 \x01(\x0b\x32\x0e.tilebox.v1.IDB\x06\xbaH\x03\xc8\x01\x01R\x06taskId\x12\x42\n\x0frequested_lease\x18\x02 \x01(\x0b\x32\x19.google.protobuf.DurationR\x0erequestedLease2\xf4\x01\n\x0bTaskService\x12I\n\x08NextTask\x12\x1d.workflows.v1.NextTaskRequest\x1a\x1e.workflows.v1.NextTaskResponse\x12N\n\nTaskFailed\x12\x1f.workflows.v1.TaskFailedRequest\x1a\x1f.workflows.v1.TaskStateResponse\x12J\n\x0f\x45xtendTaskLease\x12\x1e.workflows.v1.TaskLeaseRequest\x1a\x17.workflows.v1.TaskLeaseBs\n\x10\x63om.workflows.v1B\tTaskProtoP\x01\xa2\x02\x03WXX\xaa\x02\x0cWorkflows.V1\xca\x02\x0cWorkflows\\V1\xe2\x02\x18Workflows\\V1\\GPBMetadata\xea\x02\rWorkflows::V1\x92\x03\x02\x08\x02\x62\x08\x65\x64itionsp\xe8\x07')
+DESCRIPTOR = _descriptor_pool.Default().AddSerializedFile(b'\n\x17workflows/v1/task.proto\x12\x0cworkflows.v1\x1a\x1b\x62uf/validate/validate.proto\x1a\x1egoogle/protobuf/duration.proto\x1a\x13tilebox/v1/id.proto\x1a\x17workflows/v1/core.proto\"\xa6\x01\n\x0fNextTaskRequest\x12\x46\n\rcomputed_task\x18\x01 \x01(\x0b\x32\x1a.workflows.v1.ComputedTaskB\x05\xaa\x01\x02\x08\x01R\x0c\x63omputedTask\x12K\n\x10next_task_to_run\x18\x02 \x01(\x0b\x32\x1b.workflows.v1.NextTaskToRunB\x05\xaa\x01\x02\x08\x01R\rnextTaskToRun\"{\n\rNextTaskToRun\x12*\n\x0c\x63luster_slug\x18\x01 \x01(\tB\x07\xbaH\x04r\x02\x10\x01R\x0b\x63lusterSlug\x12>\n\x0bidentifiers\x18\x02 \x03(\x0b\x32\x1c.workflows.v1.TaskIdentifierR\x0bidentifiers\"\x95\x01\n\x0c\x43omputedTask\x12&\n\x02id\x18\x01 \x01(\x0b\x32\x0e.tilebox.v1.IDB\x06\xbaH\x03\xc8\x01\x01R\x02id\x12\x18\n\x07\x64isplay\x18\x02 \x01(\tR\x07\x64isplay\x12\x43\n\tsub_tasks\x18\x03 \x03(\x0b\x32\x1c.workflows.v1.TaskSubmissionB\x08\xbaH\x05\x92\x01\x02\x10@R\x08subTasks\"g\n\x0eIdlingResponse\x12U\n\x19suggested_idling_duration\x18\x01 \x01(\x0b\x32\x19.google.protobuf.DurationR\x17suggestedIdlingDuration\"\x93\x01\n\x10NextTaskResponse\x12/\n\tnext_task\x18\x01 \x01(\x0b\x32\x12.workflows.v1.TaskR\x08nextTask\x12\x34\n\x06idling\x18\x02 \x01(\x0b\x32\x1c.workflows.v1.IdlingResponseR\x06idling:\x18\xbaH\x15\"\x13\n\tnext_task\n\x06idling\"}\n\x11TaskFailedRequest\x12/\n\x07task_id\x18\x01 \x01(\x0b\x32\x0e.tilebox.v1.IDB\x06\xbaH\x03\xc8\x01\x01R\x06taskId\x12\x18\n\x07\x64isplay\x18\x02 \x01(\tR\x07\x64isplay\x12\x1d\n\ncancel_job\x18\x03 \x01(\x08R\tcancelJob\"B\n\x11TaskStateResponse\x12-\n\x05state\x18\x01 \x01(\x0e\x32\x17.workflows.v1.TaskStateR\x05state\"\x87\x01\n\x10TaskLeaseRequest\x12/\n\x07task_id\x18\x01 \x01(\x0b\x32\x0e.tilebox.v1.IDB\x06\xbaH\x03\xc8\x01\x01R\x06taskId\x12\x42\n\x0frequested_lease\x18\x02 \x01(\x0b\x32\x19.google.protobuf.DurationR\x0erequestedLease2\xf4\x01\n\x0bTaskService\x12I\n\x08NextTask\x12\x1d.workflows.v1.NextTaskRequest\x1a\x1e.workflows.v1.NextTaskResponse\x12N\n\nTaskFailed\x12\x1f.workflows.v1.TaskFailedRequest\x1a\x1f.workflows.v1.TaskStateResponse\x12J\n\x0f\x45xtendTaskLease\x12\x1e.workflows.v1.TaskLeaseRequest\x1a\x17.workflows.v1.TaskLeaseBs\n\x10\x63om.workflows.v1B\tTaskProtoP\x01\xa2\x02\x03WXX\xaa\x02\x0cWorkflows.V1\xca\x02\x0cWorkflows\\V1\xe2\x02\x18Workflows\\V1\\GPBMetadata\xea\x02\rWorkflows::V1\x92\x03\x02\x08\x02\x62\x08\x65\x64itionsp\xe8\x07')
 
 _globals = globals()
 _builder.BuildMessageAndEnumDescriptors(DESCRIPTOR, _globals)
@@ -46,6 +46,8 @@
   _globals['_COMPUTEDTASK'].fields_by_name['id']._serialized_options = b'\272H\003\310\001\001'
   _globals['_COMPUTEDTASK'].fields_by_name['sub_tasks']._loaded_options = None
   _globals['_COMPUTEDTASK'].fields_by_name['sub_tasks']._serialized_options = b'\272H\005\222\001\002\020@'
+  _globals['_NEXTTASKRESPONSE']._loaded_options = None
+  _globals['_NEXTTASKRESPONSE']._serialized_options = b'\272H\025\"\023\n\tnext_task\n\006idling'
   _globals['_TASKFAILEDREQUEST'].fields_by_name['task_id']._loaded_options = None
   _globals['_TASKFAILEDREQUEST'].fields_by_name['task_id']._serialized_options = b'\272H\003\310\001\001'
   _globals['_TASKLEASEREQUEST'].fields_by_name['task_id']._loaded_options = None
@@ -56,14 +58,16 @@
   _globals['_NEXTTASKTORUN']._serialized_end=440
   _globals['_COMPUTEDTASK']._serialized_start=443
   _globals['_COMPUTEDTASK']._serialized_end=592
-  _globals['_NEXTTASKRESPONSE']._serialized_start=594
-  _globals['_NEXTTASKRESPONSE']._serialized_end=661
-  _globals['_TASKFAILEDREQUEST']._serialized_start=663
-  _globals['_TASKFAILEDREQUEST']._serialized_end=788
-  _globals['_TASKSTATERESPONSE']._serialized_start=790
-  _globals['_TASKSTATERESPONSE']._serialized_end=856
-  _globals['_TASKLEASEREQUEST']._serialized_start=859
-  _globals['_TASKLEASEREQUEST']._serialized_end=994
-  _globals['_TASKSERVICE']._serialized_start=997
-  _globals['_TASKSERVICE']._serialized_end=1241
+  _globals['_IDLINGRESPONSE']._serialized_start=594
+  _globals['_IDLINGRESPONSE']._serialized_end=697
+  _globals['_NEXTTASKRESPONSE']._serialized_start=700
+  _globals['_NEXTTASKRESPONSE']._serialized_end=847
+  _globals['_TASKFAILEDREQUEST']._serialized_start=849
+  _globals['_TASKFAILEDREQUEST']._serialized_end=974
+  _globals['_TASKSTATERESPONSE']._serialized_start=976
+  _globals['_TASKSTATERESPONSE']._serialized_end=1042
+  _globals['_TASKLEASEREQUEST']._serialized_start=1045
+  _globals['_TASKLEASEREQUEST']._serialized_end=1180
+  _globals['_TASKSERVICE']._serialized_start=1183
+  _globals['_TASKSERVICE']._serialized_end=1427
 # @@protoc_insertion_point(module_scope)
diff --git a/tilebox-workflows/tilebox/workflows/workflows/v1/task_pb2.pyi b/tilebox-workflows/tilebox/workflows/workflows/v1/task_pb2.pyi
index 887d83b..fb1fca8 100644
--- a/tilebox-workflows/tilebox/workflows/workflows/v1/task_pb2.pyi
+++ b/tilebox-workflows/tilebox/workflows/workflows/v1/task_pb2.pyi
@@ -36,11 +36,19 @@ class ComputedTask(_message.Message):
     sub_tasks: _containers.RepeatedCompositeFieldContainer[_core_pb2.TaskSubmission]
     def __init__(self, id: _Optional[_Union[_id_pb2.ID, _Mapping]] = ..., display: _Optional[str] = ..., sub_tasks: _Optional[_Iterable[_Union[_core_pb2.TaskSubmission, _Mapping]]] = ...) -> None: ...
 
+class IdlingResponse(_message.Message):
+    __slots__ = ("suggested_idling_duration",)
+    SUGGESTED_IDLING_DURATION_FIELD_NUMBER: _ClassVar[int]
+    suggested_idling_duration: _duration_pb2.Duration
+    def __init__(self, suggested_idling_duration: _Optional[_Union[_duration_pb2.Duration, _Mapping]] = ...) -> None: ...
+
 class NextTaskResponse(_message.Message):
-    __slots__ = ("next_task",)
+    __slots__ = ("next_task", "idling")
     NEXT_TASK_FIELD_NUMBER: _ClassVar[int]
+    IDLING_FIELD_NUMBER: _ClassVar[int]
     next_task: _core_pb2.Task
-    def __init__(self, next_task: _Optional[_Union[_core_pb2.Task, _Mapping]] = ...) -> None: ...
+    idling: IdlingResponse
+    def __init__(self, next_task: _Optional[_Union[_core_pb2.Task, _Mapping]] = ..., idling: _Optional[_Union[IdlingResponse, _Mapping]] = ...) -> None: ...
 
 class TaskFailedRequest(_message.Message):
     __slots__ = ("task_id", "display", "cancel_job")
diff --git a/uv.lock b/uv.lock
index eb60861..d1d7bf3 100644
--- a/uv.lock
+++ b/uv.lock
@@ -64,30 +64,30 @@ wheels = [
 
 [[package]]
 name = "boto3"
-version = "1.39.15"
+version = "1.40.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "botocore" },
     { name = "jmespath" },
     { name = "s3transfer" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/63/65/ddd4f52d138e52c1345c2d2421281a98449a6e4365290477befe06fa649a/boto3-1.39.15.tar.gz", hash = "sha256:b4483625f0d8c35045254dee46cd3c851bbc0450814f20b9b25bee1b5c0d8409", size = 111856, upload-time = "2025-07-28T19:56:49.504Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/7b/34/298ef2023d7d88069776c9cc26b42ba6f05d143a1c9b44a0f65cd795c65b/boto3-1.40.0.tar.gz", hash = "sha256:fc1b3ca3baf3d8820c6faddf47cbba8ad3cd16f8e8d7e2f76d304bf995932eb7", size = 111847, upload-time = "2025-07-31T19:21:06.735Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/15/c5/27f50a31317041dc3ad79d62f37d5fcfb3f349c2fba8ea3e81de169db870/boto3-1.39.15-py3-none-any.whl", hash = "sha256:38fc54576b925af0075636752de9974e172c8a2cf7133400e3e09b150d20fb6a", size = 139901, upload-time = "2025-07-28T19:56:47.381Z" },
+    { url = "https://files.pythonhosted.org/packages/5d/44/158581021038c5fc886ffa27fa4731fb4939258da7a23e0bc70b2d5757c9/boto3-1.40.0-py3-none-any.whl", hash = "sha256:959443055d2af676c336cc6033b3f870a8a924384b70d0b2905081d649378179", size = 139882, upload-time = "2025-07-31T19:21:04.65Z" },
 ]
 
 [[package]]
 name = "boto3-stubs"
-version = "1.39.15"
+version = "1.40.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "botocore-stubs" },
     { name = "types-s3transfer" },
     { name = "typing-extensions", marker = "python_full_version < '3.12'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/07/81/345d365fdecbd37670f7eb0857d7945be802c9a2e80d96f555f44afa1e2b/boto3_stubs-1.39.15.tar.gz", hash = "sha256:c84f975299318bf01336bb05caf0cc48d18ea0aefb4ed039e37235e9ac925afb", size = 100665, upload-time = "2025-07-28T20:14:09.697Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/87/e8/1c9b76428b2d3b6d669e12777840ad2bcbfebb5cef3b9c26f9479a0d1c64/boto3_stubs-1.40.0.tar.gz", hash = "sha256:acc75cdd519bd6c06dc79c53fc6bd4ffe2f72f7e2e374ae9cac106b1f8ba5ee1", size = 100641, upload-time = "2025-07-31T19:55:39.246Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/26/64/48625a6f716116f22d2eb8e11141f2f3bd37f6edcafe01911760d906a609/boto3_stubs-1.39.15-py3-none-any.whl", hash = "sha256:ea6cee27f7971e7e157fad89ab8263cd552bee9a8b20aeb0e4f6c643577d1a2b", size = 69604, upload-time = "2025-07-28T20:14:03.813Z" },
+    { url = "https://files.pythonhosted.org/packages/d5/e5/2d5b104ec25f692cb46098c27cb6214941d86078fd2dd8b0553e028b5219/boto3_stubs-1.40.0-py3-none-any.whl", hash = "sha256:43898929cfab6c59cb9a3b0ba768d85346e4c1c1757710525d5031b50dda32d6", size = 69581, upload-time = "2025-07-31T19:55:32.04Z" },
 ]
 
 [package.optional-dependencies]
@@ -103,16 +103,16 @@ essential = [
 
 [[package]]
 name = "botocore"
-version = "1.39.15"
+version = "1.40.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "jmespath" },
     { name = "python-dateutil" },
     { name = "urllib3" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/2f/e2/8cd9560e7e44cf977dc0cc2e48da7634e78b7104ae6e47f4e1dfc1093965/botocore-1.39.15.tar.gz", hash = "sha256:2aa29a717f14f8c7ca058c2e297aaed0aa10ecea24b91514eee802814d1b7600", size = 14237556, upload-time = "2025-07-28T19:56:39.397Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/8f/e7/770ce910457ac6c68ea79b83892ab7a7cb08528f5d1dd77e51bf02a8529e/botocore-1.40.0.tar.gz", hash = "sha256:850242560dc8e74d542045a81eb6cc15f1b730b4ba55ba5b30e6d686548dfcaf", size = 14262316, upload-time = "2025-07-31T19:20:56.662Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/7b/6e/f25b8633e7ab2008de4c27466c9bc39e32dc73816619ffebbea12936135a/botocore-1.39.15-py3-none-any.whl", hash = "sha256:eb9cfe918ebfbfb8654e1b153b29f0c129d586d2c0d7fb4032731d49baf04cff", size = 13894884, upload-time = "2025-07-28T19:56:33.715Z" },
+    { url = "https://files.pythonhosted.org/packages/38/5a/bebc53f022514412613615b09aef20fbe804abb3ea26ec27e504a2d21c8f/botocore-1.40.0-py3-none-any.whl", hash = "sha256:2063e6d035a6a382b2ae37e40f5144044e55d4e091910d0c9f1be3121ad3e4e6", size = 13921768, upload-time = "2025-07-31T19:20:51.487Z" },
 ]
 
 [[package]]
@@ -1032,86 +1032,86 @@ wheels = [
 
 [[package]]
 name = "mypy-boto3-cloudformation"
-version = "1.39.0"
+version = "1.40.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "typing-extensions", marker = "python_full_version < '3.12'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/dc/1c/57ca59b5a7ad1560beaf8b6a3a22cfe22f355f3b67a7bd47ab77faad08fe/mypy_boto3_cloudformation-1.39.0.tar.gz", hash = "sha256:734a9432dd9dbc58262424da6d04a4962cac6810c17a9933e6438180d2254129", size = 57680, upload-time = "2025-06-30T19:35:04.716Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/5a/05/a2afeb6326c0f9f9bacc47d38167a2f29ebc7bac40b28edcf98ce71f60bd/mypy_boto3_cloudformation-1.40.0.tar.gz", hash = "sha256:a0beaae56355fb3e5eb4439d65a919a9e61f6ea2f69ffbf0a03fd6b45ad895f0", size = 57709, upload-time = "2025-07-31T19:38:23.771Z" }
 wheels = [
-    { url = "https://files.pythonhosted.org/packages/11/2b/c46a72ec526477326089358ee4d8a48eb2ce5e8570792c50a02074c820ab/mypy_boto3_cloudformation-1.39.0-py3-none-any.whl", hash = "sha256:d19c4c5d6d6e0f1eec9061ebe4a50ef46c113f775cf01599e880809a9f0da7c4", size = 69644, upload-time = "2025-06-30T19:35:03.317Z" },
+    { url = "https://files.pythonhosted.org/packages/7b/4a/73fe9b4f21afd24514be4365658cb59d253053c27c34a586437ff5b854eb/mypy_boto3_cloudformation-1.40.0-py3-none-any.whl", hash = "sha256:3daa2b10307f4763cb9479e541b1d45742a79a3c598f1a577389c5735fa8ad10", size = 69684, upload-time = "2025-07-31T19:38:21.747Z" },
 ]
 
 [[package]]
 name = "mypy-boto3-dynamodb"
-version = "1.39.0"
+version = "1.40.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
     { name = "typing-extensions", marker = "python_full_version < '3.12'" },
 ]
-sdist = { url = "https://files.pythonhosted.org/packages/99/6a/edb378186ac55384ffe450098f2c0e7679f499316a1241c0de642d498350/mypy_boto3_dynamodb-1.39.0.tar.gz", hash = "sha256:c3bafc7b4f8d59bac9a7436c7ccfb6fe32991bc7fc88c62264eaad06ae63f8a8", size = 47818, upload-time = "2025-06-30T19:37:44.873Z" }
+sdist = { url = "https://files.pythonhosted.org/packages/61/cd/181f3b1c118975987d0bfe3755d57437584176f77160773ec260f790a3c2/mypy_boto3_dynamodb-1.40.0.tar.gz", hash = "sha256:97f65006a1706f7cbdf53ad1c3a9914e10b53754194db4ad12004eca7c376b4e", size = 47870, upload-time = "2025-07-31T19:41:08.496Z" }
 wheels = [
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+    { url = "https://files.pythonhosted.org/packages/35/f8/b6c833b78ea10d8846e46ee49757face3975dfe6d06384b141a80cd1c080/mypy_boto3_dynamodb-1.40.0-py3-none-any.whl", hash = "sha256:b7b0c02e58d1c2323378a9c648c39c68bef867cf7da2721ea257e1c6aaa3d229", size = 56813, upload-time = "2025-07-31T19:41:02.795Z" },
 ]
 
 [[package]]
 name = "mypy-boto3-ec2"
-version = "1.39.14"
+version = "1.40.0"
 source = { registry = "https://pypi.org/simple" }
 dependencies = [
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