diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index f3949f05..8aa4493f 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -13,13 +13,8 @@ repos:
     hooks:
       - id: flake8
 
-  - repo: https://github.com/asottile/yesqa
-    rev: v1.5.0
-    hooks:
-      - id: yesqa
-
   - repo: https://github.com/pre-commit/pre-commit-hooks
-    rev: v5.0.0
+    rev: v6.0.0
     hooks:
       - id: check-merge-conflict
       - id: check-toml
@@ -38,8 +33,8 @@ repos:
         args: [--target-version, "3.2"]
 
   - repo: https://github.com/astral-sh/ruff-pre-commit
-    rev: v0.11.13
-    hooks:  # Format before linting
+    rev: v0.12.9
+    hooks:
       - id: ruff-check
       # - id: ruff-format
 
diff --git a/django_celery_beat/apps.py b/django_celery_beat/apps.py
index 65084ef2..6531028f 100644
--- a/django_celery_beat/apps.py
+++ b/django_celery_beat/apps.py
@@ -14,5 +14,5 @@ class BeatConfig(AppConfig):
     default_auto_field = 'django.db.models.AutoField'
 
     def ready(self):
-        from .signals import signals_connect
+        from .signals import signals_connect  # noqa: PLC0415
         signals_connect()
diff --git a/django_celery_beat/clockedschedule.py b/django_celery_beat/clockedschedule.py
index 93bf98ac..b4abcff3 100644
--- a/django_celery_beat/clockedschedule.py
+++ b/django_celery_beat/clockedschedule.py
@@ -6,7 +6,7 @@
 from .utils import NEVER_CHECK_TIMEOUT
 
 
-class clocked(schedules.BaseSchedule):
+class clocked(schedules.BaseSchedule):  # noqa: PLW1641
     """clocked schedule.
 
     Depends on PeriodicTask one_off=True
diff --git a/django_celery_beat/signals.py b/django_celery_beat/signals.py
index 65a4d769..99a734eb 100644
--- a/django_celery_beat/signals.py
+++ b/django_celery_beat/signals.py
@@ -3,10 +3,11 @@
 
 def signals_connect():
     """Connect to signals."""
-    from django.db.models import signals
+    from django.db.models import signals  # noqa: PLC0415
 
-    from .models import (ClockedSchedule, CrontabSchedule, IntervalSchedule,
-                         PeriodicTask, PeriodicTasks, SolarSchedule)
+    from .models import (ClockedSchedule, CrontabSchedule,  # noqa: PLC0415
+                         IntervalSchedule, PeriodicTask, PeriodicTasks,
+                         SolarSchedule)
 
     signals.pre_save.connect(
         PeriodicTasks.changed, sender=PeriodicTask
diff --git a/django_celery_beat/tzcrontab.py b/django_celery_beat/tzcrontab.py
index dbca7e2d..36319198 100644
--- a/django_celery_beat/tzcrontab.py
+++ b/django_celery_beat/tzcrontab.py
@@ -7,7 +7,7 @@
 schedstate = namedtuple('schedstate', ('is_due', 'next'))
 
 
-class TzAwareCrontab(schedules.crontab):
+class TzAwareCrontab(schedules.crontab):  # noqa: PLW1641
     """Timezone Aware Crontab."""
 
     def __init__(
diff --git a/django_celery_beat/utils.py b/django_celery_beat/utils.py
index 7ef8bf73..e75bc719 100644
--- a/django_celery_beat/utils.py
+++ b/django_celery_beat/utils.py
@@ -57,9 +57,9 @@ def is_database_scheduler(scheduler):
     """Return true if Celery is configured to use the db scheduler."""
     if not scheduler:
         return False
-    from kombu.utils import symbol_by_name
+    from kombu.utils import symbol_by_name  # noqa: PLC0415
 
-    from .schedulers import DatabaseScheduler
+    from .schedulers import DatabaseScheduler  # noqa: PLC0415
     return (
         scheduler == 'django'
         or issubclass(symbol_by_name(scheduler), DatabaseScheduler)
diff --git a/t/unit/conftest.py b/t/unit/conftest.py
index e84c564f..82fd2524 100644
--- a/t/unit/conftest.py
+++ b/t/unit/conftest.py
@@ -18,7 +18,8 @@
 
 @pytest.fixture(scope='session', autouse=True)
 def setup_default_app_trap():
-    from celery._state import set_default_app
+    from celery._state import set_default_app  # noqa: PLC0415
+
     set_default_app(Trap())
 
 
diff --git a/t/unit/test_schedulers.py b/t/unit/test_schedulers.py
index f7dfac8b..e8b398a9 100644
--- a/t/unit/test_schedulers.py
+++ b/t/unit/test_schedulers.py
@@ -1229,7 +1229,6 @@ def test_crontab_special_hour_four(self):
     @patch('django.utils.timezone.get_current_timezone')
     def test_crontab_timezone_conversion(self, mock_get_tz, mock_aware_now):
         # Set up mocks for server timezone and current time
-        from datetime import datetime
         server_tz = ZoneInfo("Asia/Tokyo")
 
         mock_get_tz.return_value = server_tz
@@ -1306,8 +1305,6 @@ def test_crontab_timezone_conversion_with_negative_offset_and_dst(
         self, mock_aware_now, mock_get_tz
     ):
         # Set up mocks for server timezone and current time
-        from datetime import datetime
-
         server_tz = ZoneInfo("UTC")
 
         mock_get_tz.return_value = server_tz