diff --git a/.cirrus.yml b/.cirrus.yml
index 0ad7b2988b..b8c4d93314 100644
--- a/.cirrus.yml
+++ b/.cirrus.yml
@@ -1,51 +1,49 @@
-BUILD_TEST_TASK_TEMPLATE: &BUILD_TEST_TASK_TEMPLATE
+TEST_TEMPLATE: &TEST_TEMPLATE
   arch_check_script:
     - uname -am
   test_script:
     - python --version
-    - python -m pip install --upgrade pip
-    - python -m pip install -r requirements_dev.txt
-    - python -m flake8
-    - python -m pydocstyle pact
-    - python -m tox -e test
-    # - make examples
+      # TODO: Fix lints before enabling
+    - echo hatch run lint
+      # TODO: Implement the examples to work in hatch
+    - echo hatch run example
+    - hatch run test
 
-linux_arm64_task: 
+linux_arm64_task:
   env:
+    PATH: ${HOME}/.local/bin:${PATH}
     matrix:
-      # - IMAGE: python:3.6-slim  # This works locally, with cirrus run, but fails in CI
-      - IMAGE: python:3.7-slim
-      - IMAGE: python:3.8-slim
-      - IMAGE: python:3.9-slim
-      - IMAGE: python:3.10-slim
+      - IMAGE: "python:3.8-slim"
+      - IMAGE: "python:3.9-slim"
+      - IMAGE: "python:3.10-slim"
+      - IMAGE: "python:3.11-slim"
   arm_container:
     image: $IMAGE
   install_script:
-    - apt update --yes && apt install --yes gcc make
-  << : *BUILD_TEST_TASK_TEMPLATE
-
+    - apt update --yes
+    - apt install --yes gcc make
+    - python -m pip install --upgrade pip pipx
+    - pipx install hatch
+  <<: *TEST_TEMPLATE
 
 macosx_arm64_task:
   macos_instance:
     image: ghcr.io/cirruslabs/macos-ventura-base:latest
   env:
-    PATH: ${HOME}/.pyenv/shims:${PATH}
+    PATH: ${HOME}/.local/bin:${HOME}/.pyenv/shims:${PATH}
     matrix:
-      - PYTHON: 3.6
-      - PYTHON: 3.7
-      - PYTHON: 3.8
-      - PYTHON: 3.9
-      - PYTHON: 3.10
+      - PYTHON: "3.8"
+      - PYTHON: "3.9"
+      - PYTHON: "3.10"
+      - PYTHON: "3.11"
   install_script:
-    # Per the pyenv homebrew recommendations.
-    # https://github.com/pyenv/pyenv/wiki#suggested-build-environment
-    # - xcode-select --install  # Unnecessary on Cirrus
-    - brew update    
-    # - brew install openssl readline sqlite3 xz zlib 
+    - brew update
     - brew install pyenv
     - pyenv install ${PYTHON}
     - pyenv global ${PYTHON}
     - pyenv rehash
-  ## To install rosetta
-    # - softwareupdate --install-rosetta --agree-to-license
-  << : *BUILD_TEST_TASK_TEMPLATE
+    - python -m pip install --upgrade pip pipx
+    - pyenv rehash
+    - pipx install hatch
+    - pyenv rehash
+  <<: *TEST_TEMPLATE
diff --git a/.github/workflows/build.yml b/.github/workflows/build.yml
new file mode 100644
index 0000000000..054dfb29e0
--- /dev/null
+++ b/.github/workflows/build.yml
@@ -0,0 +1,171 @@
+name: build
+
+on:
+  push:
+    tags:
+      - v*
+    branches:
+      - master
+  pull_request:
+    branches:
+      - master
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.head_ref }}
+  cancel-in-progress: true
+
+env:
+  STABLE_PYTHON_VERSION: "3.11"
+  CIBW_BUILD_FRONTEND: build
+  CIBW_TEST_COMMAND: >
+    python -c
+    "from pact import EachLike;
+    assert EachLike(1).generate() == {'json_class': 'Pact::ArrayLike', 'contents': 1, 'min': 1}
+    "
+
+jobs:
+  build-x86_64:
+    name: Build wheels on ${{ matrix.os }} (x86, 64-bit)
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: false
+      matrix:
+        include:
+          - os: ubuntu-latest
+            archs: x86_64
+          - os: macos-latest
+            archs: x86_64
+          - os: windows-latest
+            archs: AMD64
+
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          # Fetch all tags
+          fetch-depth: 0
+
+      - name: Create wheels
+        uses: pypa/cibuildwheel@v2.15.0
+        env:
+          CIBW_ARCHS: ${{ matrix.archs }}
+
+      - name: Upload wheels
+        uses: actions/upload-artifact@v3
+        with:
+          name: wheels
+          path: ./wheelhouse/*.whl
+          if-no-files-found: error
+
+  build-x86:
+    name: Build wheels on ${{ matrix.os }} (x86, 32-bit)
+    runs-on: ${{ matrix.os }}
+    strategy:
+      fail-fast: false
+      matrix:
+        include:
+          - os: windows-latest
+            archs: x86
+
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          # Fetch all tags
+          fetch-depth: 0
+
+      - name: Create wheels
+        uses: pypa/cibuildwheel@v2.15.0
+        env:
+          CIBW_ARCHS: ${{ matrix.archs }}
+
+      - name: Upload wheels
+        uses: actions/upload-artifact@v3
+        with:
+          name: wheels
+          path: ./wheelhouse/*.whl
+          if-no-files-found: error
+
+  build-arm64:
+    name: Build wheels on ${{ matrix.os }} (arm64)
+    runs-on: ${{ matrix.os }}
+    # As this requires emulation, it's not worth running on PRs
+    if: >-
+      github.event_name == 'push' &&
+      startsWith(github.event.ref, 'refs/tags')
+    strategy:
+      fail-fast: false
+      matrix:
+        include:
+          - os: ubuntu-latest
+            archs: aarch64
+            build: "*manylinux*"
+          - os: macos-latest
+            archs: arm64
+            build: "*"
+
+    steps:
+      - uses: actions/checkout@v4
+        with:
+          # Fetch all tags
+          fetch-depth: 0
+
+      - name: Set up QEMU
+        if: matrix.os == 'ubuntu-latest'
+        uses: docker/setup-qemu-action@v3
+        with:
+          platforms: arm64
+
+      - name: Create wheels
+        uses: pypa/cibuildwheel@v2.15.0
+        env:
+          CIBW_ARCHS: ${{ matrix.archs }}
+          CIBW_BUILD: ${{ matrix.build }}
+
+      - name: Upload wheels
+        uses: actions/upload-artifact@v3
+        with:
+          name: wheels
+          path: ./wheelhouse/*.whl
+          if-no-files-found: error
+
+  check:
+    name: Check wheels
+    needs:
+      - build-x86_64
+      - build-x86
+      - build-arm64
+    runs-on: ubuntu-latest
+
+    steps:
+      - uses: actions/checkout@v4
+      - name: Setup Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: ${{ env.STABLE_PYTHON_VERSION }}
+
+      - uses: actions/download-artifact@v3
+        with:
+          name: wheels
+          path: wheelhouse
+
+      - run: |
+          pipx run twine check --strict wheelhouse/*
+
+  publish:
+    name: Publish wheels
+    if: github.event_name == 'push' && startsWith(github.event.ref, 'refs/tags')
+    needs: [check]
+    runs-on: ubuntu-latest
+
+    steps:
+      - uses: actions/download-artifact@v3
+        with:
+          name: artifacts
+          path: wheelhouse
+
+      - name: Push build artifacts to PyPI
+        uses: pypa/gh-action-pypi-publish@v1.8.10
+        with:
+          skip_existing: true
+          user: ${{ secrets.PYPI_USERNAME }}
+          password: ${{ secrets.PYPI_PASSWORD }}
+          packages-dir: wheelhouse
diff --git a/.github/workflows/build_and_test.yml b/.github/workflows/build_and_test.yml
deleted file mode 100644
index 26e8651ed5..0000000000
--- a/.github/workflows/build_and_test.yml
+++ /dev/null
@@ -1,54 +0,0 @@
-name: Build and Test
-
-on: [push, pull_request]
-
-jobs:
-  build:
-    name: Python ${{ matrix.python-version }} on ${{ matrix.os }}
-    runs-on: ${{ matrix.os }}
-
-    strategy:
-      # When set to true, GitHub cancels
-      # all in-progress jobs if any matrix job fails.
-      fail-fast: false
-
-      matrix:
-        python-version:
-          - '3.7'
-          - '3.8'
-          - '3.9'
-          - '3.10'
-          - '3.11'
-        os: [ ubuntu-latest, windows-latest, macos-latest ]
-
-        # These versions are no longer supported by Python team, and may
-        # eventually be dropped from GitHub Actions.
-        include:
-          - python-version: '3.6'
-            os: ubuntu-20.04
-
-    steps:
-      - name: Check out code
-        uses: actions/checkout@v3
-
-      - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v4
-        with:
-          python-version: ${{ matrix.python-version }}
-
-      - name: Install dependencies
-        run: |
-          python -m pip install --upgrade pip
-          python -m pip install -r requirements_dev.txt
-
-      - name: Lint with flake8, pydocstyle
-        run: |
-          flake8
-          pydocstyle pact
-
-      - name: Test with pytest
-        run: tox -e test
-
-      - name: Test examples
-        if: runner.os == 'Linux'
-        run: make examples
diff --git a/.github/workflows/package_and_push_to_pypi.yml b/.github/workflows/package_and_push_to_pypi.yml
deleted file mode 100644
index 4336ce0617..0000000000
--- a/.github/workflows/package_and_push_to_pypi.yml
+++ /dev/null
@@ -1,27 +0,0 @@
-name: Upload Python Package
-
-on:
-  release:
-    types: [created]
-
-jobs:
-  deploy:
-    environment: "Upload Python Package"
-    runs-on: ubuntu-latest
-    steps:
-    - uses: actions/checkout@v3
-    - name: Set up Python
-      uses: actions/setup-python@v4
-      with:
-        python-version: '3.x'
-    - name: Install dependencies
-      run: |
-        python -m pip install --upgrade pip
-        pip install setuptools wheel twine
-    - name: Build and publish
-      env:
-        TWINE_USERNAME: ${{ secrets.PYPI_USERNAME }}
-        TWINE_PASSWORD: ${{ secrets.PYPI_PASSWORD }}
-      run: |
-        python setup.py sdist
-        twine upload dist/*
diff --git a/.github/workflows/test.yml b/.github/workflows/test.yml
new file mode 100644
index 0000000000..6808db77af
--- /dev/null
+++ b/.github/workflows/test.yml
@@ -0,0 +1,61 @@
+name: test
+
+on:
+  push:
+    branches:
+      - master
+  pull_request:
+    branches:
+      - master
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
+
+env:
+  STABLE_PYTHON_VERSION: "3.11"
+
+jobs:
+  run:
+    name: >-
+      Python ${{ matrix.python-version }}
+      on ${{ matrix.os }}
+
+    runs-on: ${{ matrix.os }}
+    continue-on-error: ${{ matrix.experimental }}
+
+    strategy:
+      fail-fast: false
+      matrix:
+        os: [ubuntu-latest, windows-latest, macos-latest]
+        python-version: ["3.8", "3.9", "3.10", "3.11"]
+        experimental: [false]
+        include:
+          - # Run tests against the next Python version, but no need for the full list of OSes.
+            os: ubuntu-latest
+            python-version: "3.12-dev"
+            experimental: true
+
+    steps:
+      - uses: actions/checkout@v4
+
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v4
+        with:
+          python-version: ${{ matrix.python-version }}
+
+      - name: Install Hatch
+        run: pip install --upgrade hatch
+
+      - # TODO: Fix lints before enabling this
+        name: Lint
+        if: matrix.python-version == env.STABLE_PYTHON_VERSION && runner.os == 'Linux'
+        run: echo hatch run lint
+
+      - # TODO: Implement the examples to work in hatch
+        name: Examples
+        if: matrix.python-version == env.STABLE_PYTHON_VERSION && runner.os == 'Linux'
+        run: echo hatch run example
+
+      - name: Run tests and track code coverage
+        run: hatch run test