diff --git a/.github/workflows/coverage.yml b/.github/workflows/coverage.yml
index 9ee8e5d5..87bbd442 100644
--- a/.github/workflows/coverage.yml
+++ b/.github/workflows/coverage.yml
@@ -16,7 +16,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ["3.10"]
+        python-version: ["3.11"]
 
     steps:
     - uses: actions/checkout@v3
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 73f6320a..4173ea75 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -20,7 +20,7 @@ jobs:
         uses: astral-sh/setup-uv@v4
 
       - name: Set up Python
-        run: uv python install 3.10
+        run: uv python install 3.11
 
       - name: Install dependencies
         run: uv sync --group dev
diff --git a/.github/workflows/pypi.yaml b/.github/workflows/pypi.yaml
index 72767d70..281ba33b 100644
--- a/.github/workflows/pypi.yaml
+++ b/.github/workflows/pypi.yaml
@@ -15,7 +15,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: [ "3.10" ]
+        python-version: [ "3.11" ]
 
     name: Publish to PyPi
     steps:
diff --git a/.github/workflows/run-tests.yml b/.github/workflows/run-tests.yml
index 8a3d3c96..86df20ac 100644
--- a/.github/workflows/run-tests.yml
+++ b/.github/workflows/run-tests.yml
@@ -16,7 +16,7 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        python-version: ["3.10", "3.11", "3.12", "3.13", "3.14"]
+        python-version: ["3.11", "3.12", "3.13", "3.14", "3.15"]
 
     steps:
     - uses: actions/checkout@v3
diff --git a/.pre-commit-config.yaml b/.pre-commit-config.yaml
index 86359964..9cd808e5 100644
--- a/.pre-commit-config.yaml
+++ b/.pre-commit-config.yaml
@@ -1,14 +1,14 @@
 default_language_version:
-    python: python3.10
+    python: python3.11
 repos:
 - repo: https://github.com/psf/black
-  rev: 23.3.0
+  rev: 26.10.1
   hooks:
   -   id: black
-      language_version: python3.10
+      language_version: python3.11
       args: [--config=pyproject.toml, --diff, --color ]
-- repo: https://github.com/charliermarsh/ruff-pre-commit
-  rev: 'v0.0.264'
+- repo: https://github.com/astral-sh/ruff-pre-commit
+  rev: 'v0.17.0'
   hooks:
     - id: ruff
 - repo: https://github.com/adamchainz/blacken-docs
diff --git a/packages/pynumaflow/docs/contributing.md b/packages/pynumaflow/docs/contributing.md
index 4e1c34f3..1d7afa55 100644
--- a/packages/pynumaflow/docs/contributing.md
+++ b/packages/pynumaflow/docs/contributing.md
@@ -6,7 +6,7 @@ Thank you for your interest in contributing to pynumaflow! This guide will help
 
 ### Prerequisites
 
-- Python 3.10 or higher
+- Python 3.11 or higher
 - [uv](https://docs.astral.sh/uv/) for dependency management
 - Git
 
diff --git a/packages/pynumaflow/examples/batchmap/concurrent_sink/example.py b/packages/pynumaflow/examples/batchmap/concurrent_sink/example.py
index e9c0da8f..a189cf34 100644
--- a/packages/pynumaflow/examples/batchmap/concurrent_sink/example.py
+++ b/packages/pynumaflow/examples/batchmap/concurrent_sink/example.py
@@ -121,7 +121,8 @@ async def submit_task(datum: Datum):
             """Submit a single message to worker pool."""
             task_data = (datum.id, datum.keys, datum.value)
             fut = loop.run_in_executor(self.executor, _process_single_message_task, task_data)
-            return await asyncio.wait_for(fut, timeout=30.0)
+            async with asyncio.timeout(30.0):
+                return await fut
 
         # Wait for all results
         results = await asyncio.gather(
diff --git a/packages/pynumaflow/pynumaflow/_constants.py b/packages/pynumaflow/pynumaflow/_constants.py
index 63f09697..2f1bd518 100644
--- a/packages/pynumaflow/pynumaflow/_constants.py
+++ b/packages/pynumaflow/pynumaflow/_constants.py
@@ -1,6 +1,6 @@
 import logging
 import os
-from enum import Enum
+from enum import StrEnum
 
 from pynumaflow import setup_logging
 
@@ -73,7 +73,7 @@
     _LOGGER.setLevel(logging.DEBUG)
 
 
-class UDFType(str, Enum):
+class UDFType(StrEnum):
     """
     Enumerate the type of UDF.
     """
diff --git a/packages/pynumaflow/pynumaflow/accumulator/_dtypes.py b/packages/pynumaflow/pynumaflow/accumulator/_dtypes.py
index a92c4cc6..ada60d9d 100644
--- a/packages/pynumaflow/pynumaflow/accumulator/_dtypes.py
+++ b/packages/pynumaflow/pynumaflow/accumulator/_dtypes.py
@@ -3,15 +3,13 @@
 from dataclasses import dataclass, field
 from datetime import datetime
 from enum import IntEnum
-from typing import TypeAlias, TypeVar
+from typing import Self, TypeAlias
 from collections.abc import AsyncIterable, Callable
 
 from pynumaflow.shared.asynciter import NonBlockingIterator
 from pynumaflow._constants import DROP
 from pynumaflow._validate import _validate_message_fields
 
-M = TypeVar("M", bound="Message")
-
 
 class WindowOperation(IntEnum):
     """
@@ -37,13 +35,13 @@ class Datum:
     Example usage
     ```py
     from pynumaflow.accumulator import Datum
-    from datetime import datetime, timezone
+    from datetime import UTC, datetime
 
     d = Datum(
           keys=["test_key"],
           value=b"test_mock_message",
-          event_time=datetime.fromtimestamp(1662998400, timezone.utc),
-          watermark=datetime.fromtimestamp(1662998460, timezone.utc),
+          event_time=datetime.fromtimestamp(1662998400, UTC),
+          watermark=datetime.fromtimestamp(1662998460, UTC),
           headers={"key1": "value1", "key2": "value2"},
        )
     ```
@@ -418,7 +416,7 @@ def __init__(
         self._id = id or ""
 
     @classmethod
-    def to_drop(cls: type[M], datum: Datum) -> M:
+    def to_drop(cls, datum: Datum) -> Self:
         """Creates a Message from the given Datum with the DROP tag set, so the message is not
         forwarded to the next vertex but still allows the accumulator to advance the watermark
         and release the tracked state.
@@ -431,7 +429,7 @@ def to_drop(cls: type[M], datum: Datum) -> M:
             datum: The Datum to drop the results for.
 
         Returns:
-            M: A Message instance with empty value and the DROP tag set, carrying the datum's
+            Message: A Message instance with empty value and the DROP tag set, carrying the datum's
                watermark, event time, id and headers.
         """
         return cls(
diff --git a/packages/pynumaflow/pynumaflow/accumulator/servicer/task_manager.py b/packages/pynumaflow/pynumaflow/accumulator/servicer/task_manager.py
index 5acd8433..8d7209b0 100644
--- a/packages/pynumaflow/pynumaflow/accumulator/servicer/task_manager.py
+++ b/packages/pynumaflow/pynumaflow/accumulator/servicer/task_manager.py
@@ -1,6 +1,6 @@
 import asyncio
 from collections.abc import AsyncIterable
-from datetime import datetime, timezone
+from datetime import datetime, UTC
 
 from google.protobuf import timestamp_pb2
 from pynumaflow._constants import (
@@ -322,7 +322,7 @@ async def write_to_global_queue(
                 watermark_pb.FromDatetime(msg.watermark)
 
             start_dt_pb = timestamp_pb2.Timestamp()
-            start_dt_pb.FromDatetime(datetime.fromtimestamp(0, tz=timezone.utc))
+            start_dt_pb.FromDatetime(datetime.fromtimestamp(0, tz=UTC))
 
             end_dt_pb = timestamp_pb2.Timestamp()
             end_dt_pb.FromDatetime(wm)
@@ -365,7 +365,7 @@ async def write_to_global_queue(
             # stream_send_eof on SIGTERM): synthesize the window from epoch(0) and the
             # latest watermark, preserving prior behavior.
             start_eof_pb = timestamp_pb2.Timestamp()
-            start_eof_pb.FromDatetime(datetime.fromtimestamp(0, tz=timezone.utc))
+            start_eof_pb.FromDatetime(datetime.fromtimestamp(0, tz=UTC))
 
             end_eof_pb = timestamp_pb2.Timestamp()
             end_eof_pb.FromDatetime(wm)
diff --git a/packages/pynumaflow/pynumaflow/batchmapper/_dtypes.py b/packages/pynumaflow/pynumaflow/batchmapper/_dtypes.py
index a22520a3..60694806 100644
--- a/packages/pynumaflow/pynumaflow/batchmapper/_dtypes.py
+++ b/packages/pynumaflow/pynumaflow/batchmapper/_dtypes.py
@@ -2,7 +2,7 @@
 from collections.abc import Iterator, Sequence
 from dataclasses import dataclass
 from datetime import datetime
-from typing import TypeAlias, TypeVar
+from typing import Self, TypeAlias, TypeVar
 from collections.abc import AsyncIterable, Callable
 
 from pynumaflow._constants import DROP, FAIL, NACK
@@ -42,17 +42,17 @@ def __init__(self, value: bytes, keys: list[str] | None = None, tags: list[str]
 
     # returns the Message Object which will be dropped
     @classmethod
-    def to_drop(cls: type[M]) -> M:
+    def to_drop(cls) -> Self:
         return cls(b"", None, [DROP])
 
     @classmethod
-    def to_nack(cls: type[M], opts: NackOptions | None = None) -> M:
+    def to_nack(cls, opts: NackOptions | None = None) -> Self:
         m = cls(b"", None, [NACK])
         m._nack_options = opts
         return m
 
     @classmethod
-    def to_fail(cls: type[M]) -> M:
+    def to_fail(cls) -> Self:
         return cls(b"", None, [FAIL])
 
     @property
diff --git a/packages/pynumaflow/pynumaflow/info/types.py b/packages/pynumaflow/pynumaflow/info/types.py
index 12375a70..0319555f 100644
--- a/packages/pynumaflow/pynumaflow/info/types.py
+++ b/packages/pynumaflow/pynumaflow/info/types.py
@@ -1,7 +1,7 @@
 import logging
 import os
 from dataclasses import dataclass, field
-from enum import Enum
+from enum import StrEnum
 from importlib.metadata import version
 from typing import TypeVar
 
@@ -30,7 +30,7 @@
 SI = TypeVar("SI", bound="ServerInfo")
 
 
-class Protocol(str, Enum):
+class Protocol(StrEnum):
     """
     Enumerate grpc server connection protocol.
     """
@@ -39,7 +39,7 @@ class Protocol(str, Enum):
     TCP = "tcp"
 
 
-class Language(str, Enum):
+class Language(StrEnum):
     """
     Enumerate Numaflow SDK language.
     """
@@ -47,7 +47,7 @@ class Language(str, Enum):
     PYTHON = "python"
 
 
-class MapMode(str, Enum):
+class MapMode(StrEnum):
     """
     Enumerate Map Mode to be enabled
     """
@@ -57,7 +57,7 @@ class MapMode(str, Enum):
     BatchMap = "batch-map"
 
 
-class ContainerType(str, Enum):
+class ContainerType(StrEnum):
     """
     Enumerate Numaflow container type.
     """
diff --git a/packages/pynumaflow/pynumaflow/mapper/_dtypes.py b/packages/pynumaflow/pynumaflow/mapper/_dtypes.py
index 20a7394f..81c8377f 100644
--- a/packages/pynumaflow/pynumaflow/mapper/_dtypes.py
+++ b/packages/pynumaflow/pynumaflow/mapper/_dtypes.py
@@ -2,7 +2,7 @@
 from collections.abc import Iterator, Sequence, Awaitable
 from dataclasses import dataclass
 from datetime import datetime
-from typing import TypeAlias, TypeVar
+from typing import Self, TypeAlias, TypeVar
 from collections.abc import Callable
 from warnings import warn
 
@@ -52,17 +52,17 @@ def __init__(
 
     # returns the Message Object which will be dropped
     @classmethod
-    def to_drop(cls: type[M]) -> M:
+    def to_drop(cls) -> Self:
         return cls(b"", None, [DROP])
 
     @classmethod
-    def to_nack(cls: type[M], opts: NackOptions | None = None) -> M:
+    def to_nack(cls, opts: NackOptions | None = None) -> Self:
         m = cls(b"", None, [NACK])
         m._nack_options = opts
         return m
 
     @classmethod
-    def to_fail(cls: type[M]) -> M:
+    def to_fail(cls) -> Self:
         return cls(b"", None, [FAIL])
 
     @property
@@ -144,13 +144,13 @@ class Datum:
     Example usage
     ```py
     from pynumaflow.mapper import Datum
-    from datetime import datetime, timezone
+    from datetime import UTC, datetime
 
     d = Datum(
           keys=["test_key"],
           value=b'test_mock_message'
-          event_time=datetime.fromtimestamp(1662998400, timezone.utc),
-          watermark=datetime.fromtimestamp(1662998460, timezone.utc),
+          event_time=datetime.fromtimestamp(1662998400, UTC),
+          watermark=datetime.fromtimestamp(1662998460, UTC),
           headers={"key1": "value1", "key2": "value2"},
        )
     ```
diff --git a/packages/pynumaflow/pynumaflow/mapstreamer/_dtypes.py b/packages/pynumaflow/pynumaflow/mapstreamer/_dtypes.py
index a70950e8..fd82fb47 100644
--- a/packages/pynumaflow/pynumaflow/mapstreamer/_dtypes.py
+++ b/packages/pynumaflow/pynumaflow/mapstreamer/_dtypes.py
@@ -2,7 +2,7 @@
 from collections.abc import Iterator, Sequence
 from dataclasses import dataclass
 from datetime import datetime
-from typing import TypeAlias, TypeVar
+from typing import Self, TypeAlias, TypeVar
 from collections.abc import AsyncIterable, Callable
 from warnings import warn
 
@@ -42,17 +42,17 @@ def __init__(self, value: bytes, keys: list[str] | None = None, tags: list[str]
 
     # returns the Message Object which will be dropped
     @classmethod
-    def to_drop(cls: type[M]) -> M:
+    def to_drop(cls) -> Self:
         return cls(b"", None, [DROP])
 
     @classmethod
-    def to_nack(cls: type[M], opts: NackOptions | None = None) -> M:
+    def to_nack(cls, opts: NackOptions | None = None) -> Self:
         m = cls(b"", None, [NACK])
         m._nack_options = opts
         return m
 
     @classmethod
-    def to_fail(cls: type[M]) -> M:
+    def to_fail(cls) -> Self:
         return cls(b"", None, [FAIL])
 
     @property
@@ -130,13 +130,13 @@ class Datum:
     Example:
     ```py
     from pynumaflow.mapstreamer import Datum
-    from datetime import datetime, timezone
+    from datetime import UTC, datetime
 
     d = Datum(
           keys=["test_key"],
           value=b"test_mock_message",
-          event_time=datetime.fromtimestamp(1662998400, timezone.utc),
-          watermark=datetime.fromtimestamp(1662998460, timezone.utc),
+          event_time=datetime.fromtimestamp(1662998400, UTC),
+          watermark=datetime.fromtimestamp(1662998460, UTC),
           headers={"key1": "value1", "key2": "value2"},
        )
     ```
diff --git a/packages/pynumaflow/pynumaflow/reducer/_dtypes.py b/packages/pynumaflow/pynumaflow/reducer/_dtypes.py
index 98885021..f96a9513 100644
--- a/packages/pynumaflow/pynumaflow/reducer/_dtypes.py
+++ b/packages/pynumaflow/pynumaflow/reducer/_dtypes.py
@@ -4,7 +4,7 @@
 from dataclasses import dataclass
 from datetime import datetime
 from enum import IntEnum
-from typing import TypeAlias, TypeVar
+from typing import Self, TypeAlias, TypeVar
 from collections.abc import AsyncIterable, Callable
 from warnings import warn
 
@@ -56,7 +56,7 @@ def __init__(self, value: bytes, keys: list[str] | None = None, tags: list[str]
 
     # returns the Message Object which will be dropped
     @classmethod
-    def to_drop(cls: type[M]) -> M:
+    def to_drop(cls) -> Self:
         return cls(b"", None, [DROP])
 
     @property
@@ -130,13 +130,13 @@ class Datum:
     Example usage
     ```py
     from pynumaflow.reducer import Datum
-    from datetime import datetime, timezone
+    from datetime import UTC, datetime
 
     d = Datum(
           keys=["test_key"],
           value=b"test_mock_message",
-          event_time=datetime.fromtimestamp(1662998400, timezone.utc),
-          watermark=datetime.fromtimestamp(1662998460, timezone.utc),
+          event_time=datetime.fromtimestamp(1662998400, UTC),
+          watermark=datetime.fromtimestamp(1662998460, UTC),
           headers={"key1": "value1", "key2": "value2"},
        )
     ```
diff --git a/packages/pynumaflow/pynumaflow/reducer/servicer/task_manager.py b/packages/pynumaflow/pynumaflow/reducer/servicer/task_manager.py
index 3023a706..ccce8fa5 100644
--- a/packages/pynumaflow/pynumaflow/reducer/servicer/task_manager.py
+++ b/packages/pynumaflow/pynumaflow/reducer/servicer/task_manager.py
@@ -1,5 +1,5 @@
 import asyncio
-from datetime import datetime, timezone
+from datetime import datetime, UTC
 from collections.abc import AsyncIterable
 
 from pynumaflow.exceptions import UDFError
@@ -153,8 +153,8 @@ async def __invoke_reduce(
         new_instance = self.__reduce_handler
 
         # Convert the window to a datetime object
-        start_dt = datetime.fromtimestamp(int(window.start.ToMilliseconds()) / 1e3, timezone.utc)
-        end_dt = datetime.fromtimestamp(int(window.end.ToMilliseconds()) / 1e3, timezone.utc)
+        start_dt = datetime.fromtimestamp(int(window.start.ToMilliseconds()) / 1e3, UTC)
+        end_dt = datetime.fromtimestamp(int(window.end.ToMilliseconds()) / 1e3, UTC)
         interval_window = IntervalWindow(start_dt, end_dt)
         md = Metadata(interval_window=interval_window)
         # If the reduce handler is a class instance, create a new instance of it.
diff --git a/packages/pynumaflow/pynumaflow/reducestreamer/_dtypes.py b/packages/pynumaflow/pynumaflow/reducestreamer/_dtypes.py
index f8749795..1da5a25b 100644
--- a/packages/pynumaflow/pynumaflow/reducestreamer/_dtypes.py
+++ b/packages/pynumaflow/pynumaflow/reducestreamer/_dtypes.py
@@ -3,15 +3,13 @@
 from dataclasses import dataclass
 from datetime import datetime
 from enum import IntEnum
-from typing import TypeAlias, TypeVar
+from typing import Self, TypeAlias
 from collections.abc import AsyncIterable, Callable
 
 from pynumaflow.shared.asynciter import NonBlockingIterator
 from pynumaflow._constants import DROP
 from pynumaflow._validate import _validate_message_fields
 
-M = TypeVar("M", bound="Message")
-
 
 class WindowOperation(IntEnum):
     """
@@ -38,13 +36,13 @@ class Datum:
 
     ```py
     from pynumaflow.reducer import Datum
-    from datetime import datetime, timezone
+    from datetime import UTC, datetime
 
     d = Datum(
           keys=["test_key"],
           value="test_mock_message".encode(),
-          event_time=datetime.fromtimestamp(1662998400, timezone.utc),
-          watermark=datetime.fromtimestamp(1662998460, timezone.utc),
+          event_time=datetime.fromtimestamp(1662998400, UTC),
+          watermark=datetime.fromtimestamp(1662998460, UTC),
           headers={"key1": "value1", "key2": "value2"}
        )
     ```
@@ -279,7 +277,7 @@ def __init__(
 
     # returns the Message Object which will be dropped
     @classmethod
-    def to_drop(cls: type[M]) -> M:
+    def to_drop(cls) -> Self:
         return cls(b"", None, [DROP])
 
     @property
diff --git a/packages/pynumaflow/pynumaflow/reducestreamer/servicer/task_manager.py b/packages/pynumaflow/pynumaflow/reducestreamer/servicer/task_manager.py
index 324c46f2..1c43d6ac 100644
--- a/packages/pynumaflow/pynumaflow/reducestreamer/servicer/task_manager.py
+++ b/packages/pynumaflow/pynumaflow/reducestreamer/servicer/task_manager.py
@@ -1,5 +1,5 @@
 import asyncio
-from datetime import datetime, timezone
+from datetime import datetime, UTC
 from collections.abc import AsyncIterable
 
 from pynumaflow.exceptions import UDFError
@@ -183,8 +183,8 @@ async def __invoke_reduce(
         new_instance = self.__reduce_handler
 
         # Convert the window to a datetime object
-        start_dt = datetime.fromtimestamp(int(window.start.ToMilliseconds()) / 1e3, timezone.utc)
-        end_dt = datetime.fromtimestamp(int(window.end.ToMilliseconds()) / 1e3, timezone.utc)
+        start_dt = datetime.fromtimestamp(int(window.start.ToMilliseconds()) / 1e3, UTC)
+        end_dt = datetime.fromtimestamp(int(window.end.ToMilliseconds()) / 1e3, UTC)
         interval_window = IntervalWindow(start_dt, end_dt)
         md = Metadata(interval_window=interval_window)
         # If the reduce handler is a class instance, create a new instance of it.
diff --git a/packages/pynumaflow/pynumaflow/sinker/_dtypes.py b/packages/pynumaflow/pynumaflow/sinker/_dtypes.py
index afada023..b5826aac 100644
--- a/packages/pynumaflow/pynumaflow/sinker/_dtypes.py
+++ b/packages/pynumaflow/pynumaflow/sinker/_dtypes.py
@@ -230,14 +230,14 @@ class Datum:
     Example usage
     ```py
     from pynumaflow.sinker import Datum
-    from datetime import datetime, timezone
+    from datetime import UTC, datetime
 
     d = Datum(
           keys=["test_key"],
           sink_msg_id="test_id",
           value=b"test_mock_message",
-          event_time=datetime.fromtimestamp(1662998400, timezone.utc),
-          watermark=datetime.fromtimestamp(1662998460, timezone.utc),
+          event_time=datetime.fromtimestamp(1662998400, UTC),
+          watermark=datetime.fromtimestamp(1662998460, UTC),
           headers={"key1": "value1", "key2": "value2"},
        )
     ```
diff --git a/packages/pynumaflow/pynumaflow/sourcetransformer/_dtypes.py b/packages/pynumaflow/pynumaflow/sourcetransformer/_dtypes.py
index 318fc92b..e5a859f1 100644
--- a/packages/pynumaflow/pynumaflow/sourcetransformer/_dtypes.py
+++ b/packages/pynumaflow/pynumaflow/sourcetransformer/_dtypes.py
@@ -2,7 +2,7 @@
 from collections.abc import Iterator, Sequence
 from dataclasses import dataclass
 from datetime import datetime
-from typing import TypeAlias, TypeVar
+from typing import Self, TypeAlias, TypeVar
 from collections.abc import Awaitable, Callable
 from warnings import warn
 
@@ -57,21 +57,21 @@ def __init__(
         self._nack_options = None
 
     @classmethod
-    def to_drop(cls: type[M], event_time: datetime) -> M:
+    def to_drop(cls, event_time: datetime) -> Self:
         return cls(b"", event_time, None, [DROP])
 
     @classmethod
     def to_nack(
-        cls: type[M],
+        cls,
         event_time: datetime,
         opts: NackOptions | None = None,
-    ) -> M:
+    ) -> Self:
         m = cls(b"", event_time, None, [NACK])
         m._nack_options = opts
         return m
 
     @classmethod
-    def to_fail(cls: type[M], event_time: datetime) -> M:
+    def to_fail(cls, event_time: datetime) -> Self:
         return cls(b"", event_time, None, [FAIL])
 
     @property
@@ -159,13 +159,13 @@ class Datum:
     Example:
     ```py
     from pynumaflow.sourcetransformer import Datum
-    from datetime import datetime, timezone
+    from datetime import UTC, datetime
 
     d = Datum(
             keys=["test_key"],
             value=b"test_mock_message",
-            event_time=datetime.fromtimestamp(1662998400, timezone.utc),
-            watermark=datetime.fromtimestamp(1662998460, timezone.utc),
+            event_time=datetime.fromtimestamp(1662998400, UTC),
+            watermark=datetime.fromtimestamp(1662998460, UTC),
             headers={"key1": "value1", "key2": "value2"},
        )
     ```
diff --git a/packages/pynumaflow/pyproject.toml b/packages/pynumaflow/pyproject.toml
index 125b1001..9e667355 100644
--- a/packages/pynumaflow/pyproject.toml
+++ b/packages/pynumaflow/pyproject.toml
@@ -11,16 +11,17 @@ maintainers = [
 ]
 readme = "README.md"
 license = "Apache-2.0"
-requires-python = ">=3.10,<3.15"
+requires-python = ">=3.11,<3.16"
 classifiers = [
     "Topic :: Software Development :: Libraries",
     "License :: OSI Approved :: Apache Software License",
     "Intended Audience :: Developers",
-    "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: 3 :: Only",
     "Programming Language :: Python :: 3.11",
     "Programming Language :: Python :: 3.12",
     "Programming Language :: Python :: 3.13",
     "Programming Language :: Python :: 3.14",
+    "Programming Language :: Python :: 3.15",
 ]
 dependencies = [
     "grpcio>=1.48.1",
@@ -38,16 +39,16 @@ Repository = "https://github.com/numaproj/numaflow-python"
 
 [dependency-groups]
 dev = [
-    "pytest>=9.0.2",
-    "pytest-cov>=3.0",
-    "black>=23.1",
+    "pytest>=9.1.1",
+    "pytest-cov>=7.1.0",
+    "black>=26.10.1",
     "grpcio-testing>=1.48.1",
-    "ruff>=0.0.264",
-    "pre-commit>=3.3.1",
-    "types-protobuf>=6.32.1.20250918",
-    "mypy>=1.18.2",
+    "ruff>=0.17.0",
+    "pre-commit>=4.6.2",
+    "types-protobuf>=6.32.1.20260221,<7",
+    "mypy>=2.4.0",
     "grpc-stubs>=1.53.0.6",
-    "types-psutil>=7.0.0.20251001",
+    "types-psutil>=7.2.2.20260906",
 ]
 docs = [
     "mkdocs>=1.6",
@@ -63,7 +64,7 @@ build-backend = "hatchling.build"
 
 [tool.black]
 line-length = 100
-target-version = ["py310"]
+target-version = ["py311"]
 include = '\.pyi?$'
 exclude = '''
 /(
@@ -97,7 +98,7 @@ markers = [
 [tool.ruff]
 line-length = 100
 src = ["pynumaflow", "tests", "examples"]
-target-version = "py310"
+target-version = "py311"
 show-fixes = true
 extend-exclude = [
     "*_pb2.py",
diff --git a/packages/pynumaflow/tests/accumulator/test_datatypes.py b/packages/pynumaflow/tests/accumulator/test_datatypes.py
index 0c52383d..dd6742f0 100644
--- a/packages/pynumaflow/tests/accumulator/test_datatypes.py
+++ b/packages/pynumaflow/tests/accumulator/test_datatypes.py
@@ -1,7 +1,7 @@
 import asyncio
 import pytest
 from collections.abc import AsyncIterable
-from datetime import datetime, timezone
+from datetime import datetime, UTC
 
 from google.protobuf import timestamp_pb2 as _timestamp_pb2
 from pynumaflow.accumulator import Accumulator
@@ -147,7 +147,7 @@ def test_accumulator_result_create():
     keys = ["key1", "key2"]
     result_queue = NonBlockingIterator()
     consumer_future = None  # In real usage, this would be an asyncio.Task
-    watermark = datetime.fromtimestamp(1662998400, timezone.utc)
+    watermark = datetime.fromtimestamp(1662998400, UTC)
 
     result = AccumulatorResult(future, iterator, keys, result_queue, consumer_future, watermark)
 
@@ -160,31 +160,25 @@ def test_accumulator_result_create():
 
 
 def test_accumulator_result_update_watermark():
-    result = AccumulatorResult(
-        None, None, [], None, None, datetime.fromtimestamp(1662998400, timezone.utc)
-    )
-    new_watermark = datetime.fromtimestamp(1662998460, timezone.utc)
+    result = AccumulatorResult(None, None, [], None, None, datetime.fromtimestamp(1662998400, UTC))
+    new_watermark = datetime.fromtimestamp(1662998460, UTC)
     result.update_watermark(new_watermark)
     assert result.latest_watermark == new_watermark
 
 
 def test_accumulator_result_update_watermark_invalid_type():
-    result = AccumulatorResult(
-        None, None, [], None, None, datetime.fromtimestamp(1662998400, timezone.utc)
-    )
+    result = AccumulatorResult(None, None, [], None, None, datetime.fromtimestamp(1662998400, UTC))
     with pytest.raises(TypeError):
         result.update_watermark("not a datetime")
 
 
 def test_accumulator_result_close_window_setter():
-    result = AccumulatorResult(
-        None, None, [], None, None, datetime.fromtimestamp(1662998400, timezone.utc)
-    )
+    result = AccumulatorResult(None, None, [], None, None, datetime.fromtimestamp(1662998400, UTC))
     # Not set until a CLOSE arrives.
     assert result.close_window is None
     window = KeyedWindow(
-        start=datetime.fromtimestamp(1662998400, timezone.utc),
-        end=datetime.fromtimestamp(1662998460, timezone.utc),
+        start=datetime.fromtimestamp(1662998400, UTC),
+        end=datetime.fromtimestamp(1662998460, UTC),
         slot="slot-0",
         keys=["key1"],
     )
@@ -193,9 +187,7 @@ def test_accumulator_result_close_window_setter():
 
 
 def test_accumulator_result_close_window_setter_invalid_type():
-    result = AccumulatorResult(
-        None, None, [], None, None, datetime.fromtimestamp(1662998400, timezone.utc)
-    )
+    result = AccumulatorResult(None, None, [], None, None, datetime.fromtimestamp(1662998400, UTC))
     with pytest.raises(TypeError):
         result.close_window = "not a keyed window"
 
diff --git a/packages/pynumaflow/tests/accumulator/utils.py b/packages/pynumaflow/tests/accumulator/utils.py
index d0c68fbb..de1a1105 100644
--- a/packages/pynumaflow/tests/accumulator/utils.py
+++ b/packages/pynumaflow/tests/accumulator/utils.py
@@ -1,13 +1,13 @@
-from datetime import datetime, timezone
+from datetime import datetime, UTC
 from pynumaflow.accumulator import Datum
 
 
 def create_test_datum(keys, value, event_time=None, watermark=None, id_=None, headers=None):
     """Create a test Datum object with default values"""
     if event_time is None:
-        event_time = datetime.fromtimestamp(1662998400, timezone.utc)
+        event_time = datetime.fromtimestamp(1662998400, UTC)
     if watermark is None:
-        watermark = datetime.fromtimestamp(1662998460, timezone.utc)
+        watermark = datetime.fromtimestamp(1662998460, UTC)
     if id_ is None:
         id_ = "test_id"
     if headers is None:
diff --git a/packages/pynumaflow/tests/sink/test_datatypes.py b/packages/pynumaflow/tests/sink/test_datatypes.py
index 60fe81de..934d4f93 100644
--- a/packages/pynumaflow/tests/sink/test_datatypes.py
+++ b/packages/pynumaflow/tests/sink/test_datatypes.py
@@ -1,4 +1,4 @@
-from datetime import datetime, timezone
+from datetime import datetime, UTC
 
 import pytest
 from google.protobuf import timestamp_pb2 as _timestamp_pb2
@@ -14,12 +14,12 @@ def mock_message():
 
 
 def mock_event_time():
-    t = datetime.fromtimestamp(1662998400, timezone.utc)
+    t = datetime.fromtimestamp(1662998400, UTC)
     return t
 
 
 def mock_watermark():
-    t = datetime.fromtimestamp(1662998460, timezone.utc)
+    t = datetime.fromtimestamp(1662998460, UTC)
     return t
 
 
diff --git a/packages/pynumaflow/tests/sink/test_server.py b/packages/pynumaflow/tests/sink/test_server.py
index d0c28ea6..97cc251d 100644
--- a/packages/pynumaflow/tests/sink/test_server.py
+++ b/packages/pynumaflow/tests/sink/test_server.py
@@ -1,6 +1,6 @@
 import os
 from collections.abc import Iterator
-from datetime import datetime, timezone
+from datetime import datetime, UTC
 from unittest import mock
 
 import grpc
@@ -79,12 +79,12 @@ def mock_fallback_message():
 
 
 def mock_event_time():
-    t = datetime.fromtimestamp(1662998400, timezone.utc)
+    t = datetime.fromtimestamp(1662998400, UTC)
     return t
 
 
 def mock_watermark():
-    t = datetime.fromtimestamp(1662998460, timezone.utc)
+    t = datetime.fromtimestamp(1662998460, UTC)
     return t
 
 
diff --git a/packages/pynumaflow/tests/sourcetransform/test_messages.py b/packages/pynumaflow/tests/sourcetransform/test_messages.py
index bd2cb88d..e30e56db 100644
--- a/packages/pynumaflow/tests/sourcetransform/test_messages.py
+++ b/packages/pynumaflow/tests/sourcetransform/test_messages.py
@@ -1,5 +1,5 @@
 import pytest
-from datetime import datetime, timezone
+from datetime import datetime, UTC
 
 from pynumaflow.sourcetransformer import (
     Messages,
@@ -21,7 +21,7 @@ def mock_message_t():
 
 
 def mock_event_time():
-    t = datetime.fromtimestamp(1662998400, timezone.utc)
+    t = datetime.fromtimestamp(1662998400, UTC)
     return t
 
 
diff --git a/packages/pynumaflow/tests/testing_utils.py b/packages/pynumaflow/tests/testing_utils.py
index bc6cb2a3..113d0615 100644
--- a/packages/pynumaflow/tests/testing_utils.py
+++ b/packages/pynumaflow/tests/testing_utils.py
@@ -1,5 +1,5 @@
 import json
-from datetime import datetime, timezone
+from datetime import datetime, UTC
 
 from pynumaflow import setup_logging
 from pynumaflow.info.types import EOF
@@ -22,17 +22,17 @@ def mock_message():
 
 
 def mock_event_time():
-    t = datetime.fromtimestamp(1662998400, timezone.utc)
+    t = datetime.fromtimestamp(1662998400, UTC)
     return t
 
 
 def mock_new_event_time():
-    t = datetime.fromtimestamp(1663098400, timezone.utc)
+    t = datetime.fromtimestamp(1663098400, UTC)
     return t
 
 
 def mock_watermark():
-    t = datetime.fromtimestamp(1662998460, timezone.utc)
+    t = datetime.fromtimestamp(1662998460, UTC)
     return t
 
 
@@ -43,7 +43,7 @@ def mock_headers():
 
 def mock_interval_window_start():
     event_time_timestamp = _timestamp_pb2.Timestamp()
-    t = datetime.fromtimestamp(1662998400000 / 1e3, timezone.utc)
+    t = datetime.fromtimestamp(1662998400000 / 1e3, UTC)
     event_time_timestamp.FromDatetime(dt=t)
     # t = datetime.fromtimestamp(1662998400000, timezone.utc)
     return event_time_timestamp
@@ -51,19 +51,19 @@ def mock_interval_window_start():
 
 def mock_interval_window_end():
     event_time_timestamp = _timestamp_pb2.Timestamp()
-    t = datetime.fromtimestamp(1662998460000 / 1e3, timezone.utc)
+    t = datetime.fromtimestamp(1662998460000 / 1e3, UTC)
     event_time_timestamp.FromDatetime(dt=t)
     # t = datetime.fromtimestamp(1662998460000, timezone.utc)
     return event_time_timestamp
 
 
 def mock_start_time():
-    t = datetime.fromtimestamp(1662998400, timezone.utc)
+    t = datetime.fromtimestamp(1662998400, UTC)
     return t
 
 
 def mock_end_time():
-    t = datetime.fromtimestamp(1662998520, timezone.utc)
+    t = datetime.fromtimestamp(1662998520, UTC)
     return t
 
 
diff --git a/packages/pynumaflow/uv.lock b/packages/pynumaflow/uv.lock
index 22b6ca2d..5e57a1cf 100644
--- a/packages/pynumaflow/uv.lock
+++ b/packages/pynumaflow/uv.lock
@@ -1,8 +1,9 @@
 version = 1
 revision = 3
-requires-python = ">=3.10, <3.15"
+requires-python = ">=3.11, <3.16"
 resolution-markers = [
-    "python_full_version >= '3.13'",
+    "python_full_version >= '3.15'",
+    "python_full_version >= '3.13' and python_full_version < '3.15'",
     "python_full_version < '3.13'",
 ]
 
@@ -15,6 +16,70 @@ wheels = [
     { url = "https://files.pythonhosted.org/packages/37/e2/48ff3d538f173fde54dc406b4718c63c73c7d215eba37f405b729cf4700b/aiorun-2025.1.1-py3-none-any.whl", hash = "sha256:46d6fa7ac4bfe93ff8385fa17941e4dbe0452d0353497196be25b000571fe3e1", size = 18053, upload-time = "2025-01-27T15:01:40.131Z" },
 ]
 
+[[package]]
+name = "ast-serialize"
+version = "0.12.1"
+source = { registry = "https://pypi.org/simple" }
+sdist = { url = "https://files.pythonhosted.org/packages/c2/1c/7257e6ec9382843915ce475558ce4492ccb5ed39122c256bb369c27e2ebf/ast_serialize-0.12.1.tar.gz", hash = "sha256:5285a390caf1c44368ae270f037f797b91427d138b7d43cad0f1fda4c83518d9", size = 954408, upload-time = "2026-10-03T12:25:00.221Z" }
+wheels = [
+    { url = "https://files.pythonhosted.org/packages/4a/f7/e976169da322c009bb083a52d21e88fbfe5f071e1806e8c8361ab4ac477a/ast_serialize-0.12.1-cp314-cp314-pyemscripten_2026_0_wasm32.whl", hash = "sha256:e73255c9227fd74eac8a9b55c4049e8ad7b66d1f690bf827c98a86b2e594def7", size = 897232, upload-time = "2026-10-03T12:23:21.945Z" },
+    { url = "https://files.pythonhosted.org/packages/e1/89/5545f6f4d38dd41b4e2a20050967ccd722508bc90fab0dfba463d8c8b994/ast_serialize-0.12.1-cp314-cp314t-macosx_10_12_x86_64.whl", hash = "sha256:4655ef993e69e01bb47d2d99647de9bbb74af03938438656832cd010d95de348", size = 1235397, upload-time = "2026-10-03T12:23:23.835Z" },
+    { url = "https://files.pythonhosted.org/packages/22/19/e9b839ef9b57626e15e20dd7cf764a9a6b50f9750f86d0a49bc3a971fb72/ast_serialize-0.12.1-cp314-cp314t-macosx_11_0_arm64.whl", hash = "sha256:bac5a99a2c91dd823be9b8c44645694fccbb0750773cc5b27889a9f6f22fce89", size = 1216331, upload-time = "2026-10-03T12:23:25.557Z" },
+    { url = "https://files.pythonhosted.org/packages/26/2a/d054d4ff8ba42472a22e3da6eb6dee0e69a32c477b5077eefdbada99f554/ast_serialize-0.12.1-cp314-cp314t-manylinux_2_17_aarch64.manylinux2014_aarch64.whl", hash = "sha256:6485e681625ed7a094221f16a7ff2ef154946112266a05cf83bde50c959ef345", size = 1281194, upload-time = "2026-10-03T12:23:27.349Z" },
+    { url = "https://files.pythonhosted.org/packages/7e/0c/c73eddfa180a7a4c1613c0f3d3ef020b05dca9b922ac08212463c33ad11f/ast_serialize-0.12.1-cp314-cp314t-manylinux_2_17_armv7l.manylinux2014_armv7l.whl", hash = "sha256:a513bc6f60980d01767f7cbe39b17ce0373e722824a74ce28d6cea49ee3c8460", size = 1287170, upload-time = "2026-10-03T12:23:29.333Z" },
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