diff --git a/platypush/backend/http/app/routes/login.py b/platypush/backend/http/app/routes/login.py
index a375aa645..94f19b2eb 100644
--- a/platypush/backend/http/app/routes/login.py
+++ b/platypush/backend/http/app/routes/login.py
@@ -6,6 +6,7 @@ from flask import Blueprint, request, redirect, render_template, make_response
 from platypush.backend.http.app import template_folder
 from platypush.backend.http.utils import HttpUtils
 from platypush.user import UserManager
+from platypush.utils import utcnow
 
 login = Blueprint('login', __name__, template_folder=template_folder)
 
@@ -37,11 +38,7 @@ def login():
         username = request.form.get('username')
         password = request.form.get('password')
         remember = request.form.get('remember')
-        expires = (
-            datetime.datetime.now(datetime.UTC) + datetime.timedelta(days=365)
-            if remember
-            else None
-        )
+        expires = utcnow() + datetime.timedelta(days=365) if remember else None
 
         session = user_manager.create_user_session(
             username=username, password=password, expires_at=expires
diff --git a/platypush/backend/http/app/routes/register.py b/platypush/backend/http/app/routes/register.py
index 8590c2fca..0150d8be5 100644
--- a/platypush/backend/http/app/routes/register.py
+++ b/platypush/backend/http/app/routes/register.py
@@ -6,6 +6,7 @@ from flask import Blueprint, request, redirect, render_template, make_response,
 from platypush.backend.http.app import template_folder
 from platypush.backend.http.utils import HttpUtils
 from platypush.user import UserManager
+from platypush.utils import utcnow
 
 register = Blueprint('register', __name__, template_folder=template_folder)
 
@@ -50,9 +51,7 @@ def register():
                 username=username,
                 password=password,
                 expires_at=(
-                    datetime.datetime.now(datetime.UTC) + datetime.timedelta(days=1)
-                    if not remember
-                    else None
+                    utcnow() + datetime.timedelta(days=1) if not remember else None
                 ),
             )
 
diff --git a/platypush/entities/__init__.py b/platypush/entities/__init__.py
index 35bae6515..80aeff4d1 100644
--- a/platypush/entities/__init__.py
+++ b/platypush/entities/__init__.py
@@ -1,8 +1,10 @@
-from datetime import datetime, timedelta, UTC
+from datetime import timedelta
 import logging
 from threading import Event
 from typing import Collection, Optional
 
+from platypush.utils import utcnow
+
 from ._base import (
     Entity,
     EntityKey,
@@ -45,8 +47,8 @@ def get_entities_engine(timeout: Optional[float] = None) -> EntitiesEngine:
 
     :param timeout: Timeout in seconds (default: None).
     """
-    time_start = datetime.now(UTC)
-    while not timeout or (datetime.now(UTC) - time_start < timedelta(seconds=timeout)):
+    time_start = utcnow()
+    while not timeout or (utcnow() - time_start < timedelta(seconds=timeout)):
         if _engine:
             break
 
diff --git a/platypush/entities/_base.py b/platypush/entities/_base.py
index 9238c7b57..886166c3a 100644
--- a/platypush/entities/_base.py
+++ b/platypush/entities/_base.py
@@ -6,7 +6,7 @@ import pathlib
 import subprocess
 import sys
 import types
-from datetime import datetime, UTC
+from datetime import datetime
 from typing import Callable, Dict, List, Optional, Set, Type, Tuple, Any
 
 import pkgutil
@@ -32,6 +32,7 @@ import platypush
 from platypush.config import Config
 from platypush.common.db import Base, is_defined
 from platypush.message import JSONAble, Message
+from platypush.utils import utcnow
 
 EntityRegistryType = Dict[str, Type['Entity']]
 entities_registry: EntityRegistryType = {}
@@ -82,13 +83,11 @@ if not is_defined('entity'):
         external_url = Column(String)
         image_url = Column(String)
 
-        created_at = Column(
-            DateTime(timezone=False), default=datetime.now(UTC), nullable=False
-        )
+        created_at = Column(DateTime(timezone=False), default=utcnow(), nullable=False)
         updated_at = Column(
             DateTime(timezone=False),
-            default=datetime.now(UTC),
-            onupdate=datetime.now(UTC),
+            default=utcnow(),
+            onupdate=utcnow(),
         )
 
         parent = relationship(
diff --git a/platypush/entities/managers/__init__.py b/platypush/entities/managers/__init__.py
index 030bd9464..01cc25320 100644
--- a/platypush/entities/managers/__init__.py
+++ b/platypush/entities/managers/__init__.py
@@ -1,12 +1,11 @@
 import inspect
 import json
 from abc import ABC, abstractmethod
-from datetime import datetime, UTC
 from typing import Any, Optional, Dict, Collection, Type
 
 from platypush.config import Config
 from platypush.entities._base import Entity, EntitySavedCallback
-from platypush.utils import get_plugin_name_by_class, get_redis
+from platypush.utils import get_plugin_name_by_class, get_redis, utcnow
 
 _entity_registry_varname = '_platypush/plugin_entity_registry'
 
@@ -77,7 +76,7 @@ class EntityManager(ABC):
                 entity.id = None  # type: ignore
 
             entity.plugin = get_plugin_name_by_class(self.__class__)  # type: ignore
-            entity.updated_at = datetime.now(UTC)  # type: ignore
+            entity.updated_at = utcnow()  # type: ignore
             entity.children = self._normalize_entities(entity.children)
 
         return entities
diff --git a/platypush/plugins/bluetooth/_ble/_event_handler.py b/platypush/plugins/bluetooth/_ble/_event_handler.py
index 3397462d3..071290537 100644
--- a/platypush/plugins/bluetooth/_ble/_event_handler.py
+++ b/platypush/plugins/bluetooth/_ble/_event_handler.py
@@ -1,4 +1,4 @@
-from datetime import datetime, timedelta, UTC
+from datetime import timedelta
 from logging import getLogger
 from queue import Queue
 from typing import Callable, Collection, Dict, Final, List, Optional, Type
@@ -16,6 +16,7 @@ from platypush.message.event.bluetooth import (
     BluetoothDeviceSignalUpdateEvent,
     BluetoothDeviceEvent,
 )
+from platypush.utils import utcnow
 
 from .._cache import EntityCache
 from .._model import ServiceClass
@@ -98,8 +99,7 @@ event_matchers: Dict[
         )
         and (
             not (old and old.updated_at)
-            or datetime.now(UTC) - old.updated_at
-            >= timedelta(seconds=_rssi_update_interval)
+            or utcnow() - old.updated_at >= timedelta(seconds=_rssi_update_interval)
         )
     ),
 }
diff --git a/platypush/plugins/calendar/ical/__init__.py b/platypush/plugins/calendar/ical/__init__.py
index 184cc0c38..1d240f62b 100644
--- a/platypush/plugins/calendar/ical/__init__.py
+++ b/platypush/plugins/calendar/ical/__init__.py
@@ -4,6 +4,7 @@ from typing import Optional
 
 from platypush.plugins import Plugin, action
 from platypush.plugins.calendar import CalendarInterface
+from platypush.utils import utcnow
 
 
 class CalendarIcalPlugin(Plugin, CalendarInterface):
@@ -25,7 +26,7 @@ class CalendarIcalPlugin(Plugin, CalendarInterface):
         if not t:
             return
 
-        if type(t.dt) == datetime.date:
+        if isinstance(t.dt, datetime.date):
             return datetime.datetime(
                 t.dt.year, t.dt.month, t.dt.day, tzinfo=datetime.timezone.utc
             ).isoformat()
@@ -42,21 +43,23 @@ class CalendarIcalPlugin(Plugin, CalendarInterface):
             'id': str(event.get('uid')) if event.get('uid') else None,
             'kind': 'calendar#event',
             'summary': str(event.get('summary')) if event.get('summary') else None,
-            'description': str(event.get('description'))
-            if event.get('description')
-            else None,
+            'description': (
+                str(event.get('description')) if event.get('description') else None
+            ),
             'status': str(event.get('status')).lower() if event.get('status') else None,
-            'responseStatus': str(event.get('partstat')).lower()
-            if event.get('partstat')
-            else None,
+            'responseStatus': (
+                str(event.get('partstat')).lower() if event.get('partstat') else None
+            ),
             'location': str(event.get('location')) if event.get('location') else None,
             'htmlLink': str(event.get('url')) if event.get('url') else None,
-            'organizer': {
-                'email': str(event.get('organizer')).replace('MAILTO:', ''),
-                'displayName': event.get('organizer').params.get('cn'),
-            }
-            if event.get('organizer')
-            else None,
+            'organizer': (
+                {
+                    'email': str(event.get('organizer')).replace('MAILTO:', ''),
+                    'displayName': event.get('organizer').params.get('cn'),
+                }
+                if event.get('organizer')
+                else None
+            ),
             'created': cls._convert_timestamp(event, 'created'),
             'updated': cls._convert_timestamp(event, 'last-modified'),
             'start': {
@@ -95,9 +98,7 @@ class CalendarIcalPlugin(Plugin, CalendarInterface):
                 event['status'] != 'cancelled'
                 and event['end'].get('dateTime')
                 and event['end']['dateTime']
-                >= datetime.datetime.utcnow()
-                .replace(tzinfo=datetime.timezone.utc)
-                .isoformat()
+                >= utcnow().replace(tzinfo=datetime.timezone.utc).isoformat()
                 and (
                     (
                         only_participating
diff --git a/platypush/plugins/google/calendar/__init__.py b/platypush/plugins/google/calendar/__init__.py
index 2dcf9693c..225e9c4c7 100644
--- a/platypush/plugins/google/calendar/__init__.py
+++ b/platypush/plugins/google/calendar/__init__.py
@@ -1,8 +1,7 @@
-import datetime
-
 from platypush.plugins import action
 from platypush.plugins.google import GooglePlugin
 from platypush.plugins.calendar import CalendarInterface
+from platypush.utils import utcnow
 
 
 class GoogleCalendarPlugin(GooglePlugin, CalendarInterface):
@@ -72,7 +71,7 @@ class GoogleCalendarPlugin(GooglePlugin, CalendarInterface):
         :meth:`platypush.plugins.calendar.CalendarPlugin.get_upcoming_events`.
         """
 
-        now = datetime.datetime.now(datetime.UTC).isoformat() + 'Z'
+        now = utcnow().isoformat() + 'Z'
         service = self.get_service('calendar', 'v3')
         result = (
             service.events()
diff --git a/platypush/plugins/rss/__init__.py b/platypush/plugins/rss/__init__.py
index b03b43b37..d8467ace7 100644
--- a/platypush/plugins/rss/__init__.py
+++ b/platypush/plugins/rss/__init__.py
@@ -16,6 +16,7 @@ from platypush.message.event.rss import NewFeedEntryEvent
 from platypush.plugins import RunnablePlugin, action
 from platypush.plugins.variable import VariablePlugin
 from platypush.schemas.rss import RssFeedEntrySchema
+from platypush.utils import utcnow
 
 
 def _variable() -> VariablePlugin:
@@ -289,7 +290,7 @@ class RssPlugin(RunnablePlugin):
         title = ElementTree.Element('title')
         title.text = 'Platypush feed subscriptions'
         created = ElementTree.Element('dateCreated')
-        created.text = self._datetime_to_string(datetime.datetime.now(datetime.UTC))
+        created.text = self._datetime_to_string(utcnow())
         head.append(title)
         head.append(created)
 
diff --git a/platypush/plugins/sun/__init__.py b/platypush/plugins/sun/__init__.py
index 9519d326d..90cfdc723 100644
--- a/platypush/plugins/sun/__init__.py
+++ b/platypush/plugins/sun/__init__.py
@@ -7,6 +7,7 @@ from dateutil.tz import gettz
 from platypush.message.event.sun import SunriseEvent, SunsetEvent
 from platypush.plugins import RunnablePlugin, action
 from platypush.schemas.sun import SunEventsSchema
+from platypush.utils import utcnow
 
 
 class SunPlugin(RunnablePlugin):
@@ -63,7 +64,7 @@ class SunPlugin(RunnablePlugin):
 
     @staticmethod
     def _convert_time(t: str) -> datetime.datetime:
-        now = datetime.datetime.now(datetime.UTC).replace(microsecond=0)
+        now = utcnow().replace(microsecond=0)
         dt = datetime.datetime.strptime(
             f'{now.year}-{now.month:02d}-{now.day:02d} {t}',
             '%Y-%m-%d %I:%M:%S %p',
diff --git a/platypush/user/__init__.py b/platypush/user/__init__.py
index c9bbac3a8..64aa64cfe 100644
--- a/platypush/user/__init__.py
+++ b/platypush/user/__init__.py
@@ -18,7 +18,7 @@ from platypush.exceptions.user import (
     InvalidJWTTokenException,
     InvalidCredentialsException,
 )
-from platypush.utils import get_or_generate_jwt_rsa_key_pair
+from platypush.utils import get_or_generate_jwt_rsa_key_pair, utcnow
 
 
 class UserManager:
@@ -78,7 +78,7 @@ class UserManager:
                 ),
                 password_salt=password_salt.hex(),
                 hmac_iterations=hmac_iterations,
-                created_at=datetime.datetime.now(datetime.UTC),
+                created_at=utcnow(),
                 **kwargs,
             )
 
@@ -116,8 +116,7 @@ class UserManager:
             )
 
             if not user_session or (
-                user_session.expires_at
-                and user_session.expires_at < datetime.datetime.now(datetime.UTC)
+                user_session.expires_at and user_session.expires_at < utcnow()
             ):
                 return None, None
 
@@ -171,7 +170,7 @@ class UserManager:
                 user_id=user.user_id,
                 session_token=self.generate_session_token(),
                 csrf_token=self.generate_session_token(),
-                created_at=datetime.datetime.now(datetime.UTC),
+                created_at=utcnow(),
                 expires_at=expires_at,
             )
 
diff --git a/platypush/utils/__init__.py b/platypush/utils/__init__.py
index 29448e217..9fd93d3e5 100644
--- a/platypush/utils/__init__.py
+++ b/platypush/utils/__init__.py
@@ -814,4 +814,16 @@ def wait_for_either(*events, timeout: Optional[float] = None, cls: Type = Event)
     return OrEvent(*events, cls=cls).wait(timeout=timeout)
 
 
+def utcnow():
+    """
+    A workaround util to maintain compatibility both with Python >= 3.12 (which
+    deprecated datetime.utcnow) and Python < 3.12 (which doesn't have
+    datetime.UTC).
+    """
+    if hasattr(datetime, 'UTC'):
+        return datetime.datetime.now(datetime.UTC)
+
+    return datetime.datetime.utcnow()
+
+
 # vim:sw=4:ts=4:et: