diff --git a/.github/workflows/publish-to-pypi.yml b/.github/workflows/publish-to-pypi.yml
new file mode 100644
index 0000000..ea23730
--- /dev/null
+++ b/.github/workflows/publish-to-pypi.yml
@@ -0,0 +1,71 @@
+name: Test, build and publish package
+
+on:
+  push:
+  pull_request:
+
+jobs:
+  test:
+    name: Run tests
+    runs-on: ubuntu-latest
+    strategy:
+      matrix:
+        python-version: ["3.9", "3.10", "3.11", "3.12", "3.13", "3.14"]
+
+    steps:
+      - uses: actions/checkout@v6
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v6
+        with:
+          python-version: ${{ matrix.python-version }}
+      - name: Install some dependencies for testing
+        run: python3 -m pip install flake8 flake8-bugbear flake8-import-order flake8-simplify flake8-bandit
+      - name: Install this plugin with pip, too
+        run: python3 -m pip install .
+      - name: Run tests
+        run: python3 -m unittest discover -s ./tests -v
+
+  build:
+    name: Build a distribution package
+    runs-on: ubuntu-latest
+    steps:
+    - uses: actions/checkout@v6
+      with:
+        persist-credentials: false
+    - name: Set up Python
+      uses: actions/setup-python@v6
+      with:
+        python-version: "3.x"
+    - name: Install pypa/build
+      run: python3 -m pip install build --user
+    - name: Build a binary wheel and a source tarball
+      run: python3 -m build
+    - name: Store the distribution packages
+      uses: actions/upload-artifact@v5
+      with:
+        name: python-package-distributions
+        path: dist/
+
+  publish-to-pypi:
+    name: Publish to PyPI
+    if: startsWith(github.ref, 'refs/tags/')  # only publish to PyPI on tag pushes
+    needs:
+    - build
+    - test
+    runs-on: ubuntu-latest
+
+    environment:
+      name: pypi
+      url: https://pypi.org/p/flake8-gl-codeclimate
+
+    permissions:
+      id-token: write  # IMPORTANT: mandatory for trusted publishing
+
+    steps:
+    - name: Download all the dists
+      uses: actions/download-artifact@v6
+      with:
+        name: python-package-distributions
+        path: dist/
+    - name: Publish distribution package to PyPI
+      uses: pypa/gh-action-pypi-publish@release/v1
diff --git a/.travis.yml b/.travis.yml
deleted file mode 100644
index e5608e7..0000000
--- a/.travis.yml
+++ /dev/null
@@ -1,35 +0,0 @@
-language: python
-env:
-  # 3.8.4 is shipped with Debian Bullseye
-  - FLAKE8_VERSION='3.8.*'
-  - FLAKE8_VERSION='4.*'
-  - FLAKE8_VERSION='5.*'
-  - FLAKE8_VERSION='6.*'
-python:
-  - '3.9'
-install:
-  - >
-    pip install
-    flake8==${FLAKE8_VERSION}
-    flake8-bugbear
-    flake8-import-order
-    flake8-logging-format
-    flake8-simplify
-  # Install flake8-bandit when not running 3.x or 4.x
-  - if ! flake8 --version | grep -E '^[34]\.[0-9]+\.[0-9]+ \('; then pip install flake8-bandit; fi
-script:
-  - flake8 flake8_gl_codeclimate scripts tests
-  - pip install .
-  - python -m unittest discover -s ./tests -v
-
-jobs:
-  include:
-    - stage: deploy
-      script: echo "Deploying to pypi..."
-      deploy:
-        provider: pypi
-        user: awelzel
-        on:
-          tags: true
-        password:
-          secure: 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
diff --git a/pyproject.toml b/pyproject.toml
new file mode 100644
index 0000000..2707a5d
--- /dev/null
+++ b/pyproject.toml
@@ -0,0 +1,25 @@
+[build-system]
+requires = ["setuptools >= 77.0.3", "setuptools_scm"]
+build-backend = "setuptools.build_meta"
+
+[project]
+name = "flake8-gl-codeclimate"
+description = "Gitlab Code Quality artifact Flake8 formatter"
+authors = [
+  {name = "Arne Welzel", email = "arne.welzel@gmail.com"},
+]
+readme = "README.md"
+license = "MIT"
+license-files = ["LICENSE"]
+dynamic = ["version"]
+dependencies = [
+  "flake8 >= 7.3.0",
+]
+
+[project.entry-points."flake8.report"]
+gl-codeclimate = "flake8_gl_codeclimate:GitlabCodeClimateFormatter"
+
+[tool.setuptools]
+packages = ["flake8_gl_codeclimate"]
+
+[tool.setuptools_scm]
diff --git a/setup.py b/setup.py
index ba3ceef..8bf1ba9 100644
--- a/setup.py
+++ b/setup.py
@@ -1,28 +1,2 @@
-import setuptools
-
-setuptools.setup(
-    name="flake8-gl-codeclimate",
-    license="MIT",
-    use_scm_version=True,
-    description="Gitlab Code Quality artifact Flake8 formatter.",
-    author="Arne Welzel",
-    author_email="arne.welzel@gmail.com",
-    url="https://github.com/awelzel/flake8-gl-codeclimate",
-    packages=[
-        "flake8_gl_codeclimate",
-    ],
-    install_requires=[
-        "flake8 > 3.0.0",
-    ],
-    setup_requires=[
-        "setuptools_scm",
-    ],
-    scripts=[
-        "scripts/report-to-gl-codeclimate.py",
-    ],
-    entry_points={
-        "flake8.report": [
-            'gl-codeclimate = flake8_gl_codeclimate:GitlabCodeClimateFormatter',
-        ],
-    }
-)
+from setuptools import setup
+setup()