diff --git a/.github/workflows/build-and-release.yml b/.github/workflows/build-and-release.yml
index 3d9e7b0..cc106c7 100644
--- a/.github/workflows/build-and-release.yml
+++ b/.github/workflows/build-and-release.yml
@@ -3,6 +3,8 @@ name: Build and release
 on:
   push:
     branches: [master]
+    tags-ignore:
+      - '*'
   pull_request:
     branches: [master]
 
@@ -33,3 +35,80 @@ jobs:
       - name: Run tests
         run: |
           ./run-tests.sh
+
+  bump:
+    needs: test
+    if: ${{ github.event_name == 'push' }}
+    runs-on: ubuntu-latest
+    steps:
+      - name: Check out the repository
+        uses: actions/checkout@v2
+        with:
+          fetch-depth: 0
+          token: ${{ secrets.PAT_RELEASE_PACKAGES }}
+
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: 3.8
+
+      - name: Install bump2version
+        shell: bash
+        run: |
+          python -m pip install --upgrade pip
+          pip install bump2version
+
+      - name: Configure git
+        shell: bash
+        run: |
+          git config user.name github-actions
+          git config user.email github-actions@github.com
+
+      - name: Bump version
+        shell: bash
+        run: |
+          bump2version patch --tag --verbose
+
+      - name: Push changes
+        uses: ad-m/github-push-action@master
+        with:
+          github_token: ${{ secrets.PAT_RELEASE_PACKAGES }}
+          branch: ${{ github.ref }}
+          tags: true
+
+  publish:
+    runs-on: ubuntu-latest
+    needs: bump
+    steps:
+      - name: Checkout
+        uses: actions/checkout@v2
+        with:
+          fetch-depth: 0
+
+      - name: Set up Python
+        uses: actions/setup-python@v4
+        with:
+          python-version: 3.8
+
+      - name: Install python dependencies
+        run: |
+          python -m pip install --upgrade pip
+          pip --no-cache-dir install setuptools wheel "urllib3==1.25.11"
+          pip --no-cache-dir install -e .[tests,docs]
+
+      - name: Show python dependencies
+        run: |
+          pip freeze
+
+      - name: Build package
+        run: |
+          mkdir clean-build
+          python setup.py sdist bdist_wheel --universal --dist-dir ./clean-build
+
+      - name: Publish package
+        uses: pypa/gh-action-pypi-publish@v1.3.1
+        with:
+          verify_metadata: false
+          user: __token__
+          password: ${{ secrets.pypi_password }}
+          packages_dir: clean-build/
diff --git a/setup.py b/setup.py
index 5b0818a..141d030 100644
--- a/setup.py
+++ b/setup.py
@@ -67,9 +67,6 @@
 
 setup(
     name="inspire-dojson",
-    autosemver={
-        "bugtracker_url": URL + "/issues",
-    },
     url=URL,
     license="GPLv3",
     author="CERN",