diff --git a/.github/workflows/build-and-release.yml b/.github/workflows/build-and-release.yml
index 4008a4c..32a36ef 100644
--- a/.github/workflows/build-and-release.yml
+++ b/.github/workflows/build-and-release.yml
@@ -8,31 +8,28 @@ on:
 
 jobs:
   test:
-    runs-on: ubuntu-20.04
+    runs-on: ubuntu-latest
     strategy:
-      matrix: 
+      matrix:
         include:
           - python: python3
             pip: pip3
-          - python: python2
-            pip: pip
     steps:
       - name: Checkout
         uses: actions/checkout@v2
         with:
-          python-version: ${{ matrix.python-version }}
           fetch-depth: 0
 
-      - name: Install python dependencies
-        run: |
-          ${{ matrix.pip }} install --user --upgrade pip
-          ${{ matrix.pip }} --no-cache-dir install --user setuptools wheel "urllib3==1.25.11"
-          ${{ matrix.pip }} --no-cache-dir install --user -e .[tests,docs]
+      - name: Set up Python
+        uses: actions/setup-python@v2
+        with:
+          python-version: 3.8
 
-      - name: Show python dependencies
+      - name: Install python dependencies
         run: |
-          ${{ matrix.python }} --version
-          ${{ matrix.pip }} freeze
+          python -m pip install --upgrade pip
+          pip --no-cache-dir install --user setuptools wheel "urllib3==1.25.11"
+          pip --no-cache-dir install --user -e .[tests,docs]
 
       - name: Show python dependencies
         run: |
@@ -42,15 +39,76 @@ jobs:
         run: |
           ./run-tests.sh
 
+  bump:
+    needs: test
+    runs-on: ubuntu-latest
+    steps:
+      - name: Check out the repository
+        uses: actions/checkout@v2
+
+      - name: Set up Python
+        uses: actions/setup-python@v2
+        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.GITHUB_TOKEN }}
+          branch: ${{ github.ref }}
+          tags: true
+
+  publish:
+    needs: bump
+    if: ${{ github.event_name == 'push' }}
+    runs-on: ubuntu-latest
+    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
-        if: ${{ success() && github.event_name == 'push' && matrix.python-version == '2.7'  }}
         run: |
-          python setup.py sdist bdist_wheel
+          mkdir clean-build
+          python setup.py sdist bdist_wheel --universal --dist-dir ./clean-build
 
       - name: Publish package
-        if: ${{ success() && github.event_name == 'push' && matrix.python-version == '2.7'  }}
         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/inspire_dojson/__init__.py b/inspire_dojson/__init__.py
index 85b8727..bb00013 100644
--- a/inspire_dojson/__init__.py
+++ b/inspire_dojson/__init__.py
@@ -27,3 +27,5 @@
 from . import common  # noqa: F401
 from .api import marcxml2record, record2marcxml  # noqa: F401
 from .errors import DoJsonError  # noqa: F401
+
+__version__ = "63.2.0"
diff --git a/setup.cfg b/setup.cfg
index 7d6dc7f..28079ce 100644
--- a/setup.cfg
+++ b/setup.cfg
@@ -24,6 +24,21 @@
 # Tests
 #
 
+[bumpversion]
+current_version = 63.2.0
+commit = True
+tag = True
+tag_name = {new_version}
+
+[bumpversion:file:setup.py]
+search = version="{current_version}"
+replace = version="{new_version}"
+
+[bumpversion:file:inspire_dojson/__init__.py]
+search = __version__ = "{current_version}"
+replace = __version__ = "{new_version}"
+
+
 [coverage:run]
 include = inspire_dojson/*.py
 
diff --git a/setup.py b/setup.py
index f7cc85f..181be88 100644
--- a/setup.py
+++ b/setup.py
@@ -26,17 +26,14 @@
 
 from setuptools import find_packages, setup
 
-
 URL = "https://github.com/inspirehep/inspire-dojson"
 
 readme = open("README.rst").read()
 
-setup_requires = [
-    "autosemver~=0.0,>=0.5.2,<1.0.0",
-]
 
 install_requires = [
-    "Flask>=0.12.3",
+    'bump2version~=1.0',
+    "Flask>=0.12.3, <2.0.0",
     "IDUtils~=1.0,>=1.0.1",
     "dojson~=1.0,>=1.3.1",
     "inspire-schemas~=61.4",
@@ -60,9 +57,6 @@
 extras_require = {
     "docs": docs_require,
     "tests": tests_require,
-    'tests:python_version=="2.7"': [
-        "unicode-string-literal~=1.0,>=1.1",
-    ],
 }
 
 extras_require["all"] = []
@@ -90,6 +84,7 @@
     tests_require=tests_require,
     setup_requires=setup_requires,
     extras_require=extras_require,
+    version="63.2.0",
     classifiers=[
         "Development Status :: 4 - Beta",
         "Environment :: Web Environment",
@@ -97,10 +92,8 @@
         "License :: OSI Approved :: GNU General Public License v3 (GPLv3)",
         "Operating System :: OS Independent",
         "Programming Language :: Python",
-        "Programming Language :: Python :: 2",
-        "Programming Language :: Python :: 2.7",
         "Programming Language :: Python :: 3",
-        "Programming Language :: Python :: 3.6",
+        "Programming Language :: Python :: 3.8",
         "Topic :: Internet :: WWW/HTTP :: Dynamic Content",
         "Topic :: Software Development :: Libraries :: Python Modules",
     ],