diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
index ba4c1e0..c476bd8 100644
--- a/.github/workflows/test.yml
+++ b/.github/workflows/test.yml
@@ -11,7 +11,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: ["3.8", "3.9", "3.10", "3.11", "3.12", "pypy3.9", "pypy3.10"]
+        python-version: ["3.7", "3.8", "3.9", "3.10", "3.11", "3.12", "pypy3.9", "pypy3.10"]
     steps:
     - uses: actions/checkout@v4
     - name: Set up Python
@@ -24,3 +24,14 @@ jobs:
       run: python -m pip install -r requirements-dev.txt
     - name: Run tests
       run: pytest --cov=fluent
+
+  build:
+    needs: test
+    runs-on: ubuntu-latest
+    steps:
+    - uses: actions/checkout@v4
+    - run: pipx run hatch build
+    - uses: actions/upload-artifact@v2
+      with:
+        name: dist
+        path: dist/*.*
diff --git a/MANIFEST.in b/MANIFEST.in
deleted file mode 100644
index 3248bb2..0000000
--- a/MANIFEST.in
+++ /dev/null
@@ -1,4 +0,0 @@
-include README.rst
-include setup.py
-include COPYING
-include test/*py
diff --git a/fluent/__about__.py b/fluent/__about__.py
new file mode 100644
index 0000000..4b4d30f
--- /dev/null
+++ b/fluent/__about__.py
@@ -0,0 +1 @@
+__version__ = '0.10.1dev1'
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..8140e03
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,54 @@
+[build-system]
+requires = ["hatchling"]
+build-backend = "hatchling.build"
+
+[project]
+name = "fluent-logger"
+dynamic = ["version"]
+description = "A Python logging handler for Fluentd event collector"
+readme = "README.rst"
+license = { file = "COPYING" }
+requires-python = ">=3.7"
+authors = [
+    { name = "Kazuki Ohta", email = "kazuki.ohta@gmail.com" },
+]
+maintainers = [
+    { name = "Arcadiy Ivanov", email = "arcadiy@ivanov.biz" },
+    { name = "Inada Naoki", email = "songofacandy@gmail.com" },
+]
+classifiers = [
+    "Development Status :: 5 - Production/Stable",
+    "Intended Audience :: Developers",
+    "Programming Language :: Python :: 3",
+    "Programming Language :: Python :: 3.7",
+    "Programming Language :: Python :: 3.8",
+    "Programming Language :: Python :: 3.9",
+    "Programming Language :: Python :: 3.10",
+    "Programming Language :: Python :: 3.11",
+    "Programming Language :: Python :: 3.12",
+    "Programming Language :: Python :: Implementation :: CPython",
+    "Programming Language :: Python :: Implementation :: PyPy",
+    "Topic :: System :: Logging",
+]
+dependencies = [
+    "msgpack>=1.0",
+]
+
+[project.urls]
+Download = "https://pypi.org/project/fluent-logger/"
+Homepage = "https://github.com/fluent/fluent-logger-python"
+
+[tool.hatch.version]
+path = "fluent/__about__.py"
+
+[tool.hatch.build.targets.sdist]
+exclude = [
+    "/.github",
+    "/.tox",
+    "/.venv",
+]
+
+[tool.hatch.build.targets.wheel]
+include = [
+    "/fluent",
+]
diff --git a/setup.cfg b/setup.cfg
deleted file mode 100644
index b8f2760..0000000
--- a/setup.cfg
+++ /dev/null
@@ -1,10 +0,0 @@
-[nosetests]
-match = ^test_
-cover-package = fluent
-with-coverage = 1
-cover-erase = 1
-cover-branches = 1
-cover-inclusive = 1
-cover-min-percentage = 70
-[bdist_wheel]
-universal = 1
diff --git a/setup.py b/setup.py
deleted file mode 100755
index 1453d55..0000000
--- a/setup.py
+++ /dev/null
@@ -1,43 +0,0 @@
-#!/usr/bin/python
-
-from os import path
-
-try:
-    from setuptools import setup
-except ImportError:
-    from distutils.core import setup
-
-README = path.abspath(path.join(path.dirname(__file__), 'README.rst'))
-desc = 'A Python logging handler for Fluentd event collector'
-
-setup(
-  name='fluent-logger',
-  version='0.10.0',
-  description=desc,
-  long_description=open(README).read(),
-  package_dir={'fluent': 'fluent'},
-  packages=['fluent'],
-  install_requires=['msgpack>1.0'],
-  author='Kazuki Ohta',
-  author_email='kazuki.ohta@gmail.com',
-  maintainer='Arcadiy Ivanov',
-  maintainer_email='arcadiy@ivanov.biz',
-  url='https://github.com/fluent/fluent-logger-python',
-  download_url='https://pypi.org/project/fluent-logger/',
-  license='Apache License, Version 2.0',
-  classifiers=[
-    'Programming Language :: Python :: 3',
-    'Programming Language :: Python :: 3.5',
-    'Programming Language :: Python :: 3.6',
-    'Programming Language :: Python :: 3.7',
-    'Programming Language :: Python :: 3.8',
-    'Programming Language :: Python :: 3.9',
-    'Programming Language :: Python :: Implementation :: CPython',
-    'Programming Language :: Python :: Implementation :: PyPy',
-    'Development Status :: 5 - Production/Stable',
-    'Topic :: System :: Logging',
-    'Intended Audience :: Developers',
-  ],
-  python_requires='>=3.5',
-  test_suite='tests'
-)