diff --git a/.github/workflows/test.yaml b/.github/workflows/test.yaml
index 36a7780..fb3bd04 100644
--- a/.github/workflows/test.yaml
+++ b/.github/workflows/test.yaml
@@ -446,57 +446,20 @@ jobs:
       distro_name: "artificial_artwork"
       distro_version: "${{ needs.test_suite.outputs.SEMVER_PIP_FORMAT }}"
       should_trigger: ${{ needs.check_which_git_branch_we_are_on.outputs.AUTOMATED_DEPLOY == 'true' }}
-      # should_trigger: true
       pypi_env: "${{ needs.check_which_git_branch_we_are_on.outputs.ENVIRONMENT_NAME }}"
       artifacts_path: ${{ needs.test_suite.outputs.ARTIFACTS }}
+      require_wheel: true
+      allow_existing: true
     secrets:
       # This magically works, and the environment secret will be loaded
+      # it is really weird to pass a secret here because it feels that is comming from outside,
+      # from the repository secrets, not from the environment. But it doesn't!
       TWINE_PASSWORD: ${{ secrets.TWINE_PASSWORD }}
 
-    # if: startsWith(github.event.ref, 'refs/tags/v') && needs.check_which_git_branch_we_are_on.outputs.AUTOMATED_DEPLOY
-    # uses: boromir674/automated-workflows/.github/workflows/pypi_env.yml@test
-    # with:
-    #   distro_name: "artificial_artwork"
-    #   distro_version: ${{ needs.test_suite.outputs.SEMVER_PIP_FORMAT }}
-    #   should_trigger: true
-    #   # does not affect the job, but is used to name the artifacts folder
-    #   artifacts_path: "downloaded-artifacts"
-    #   pypi_env: ${{ needs.check_which_git_branch_we_are_on.outputs.ENVIRONMENT_NAME }}
-    #   # optional
-    #   dist_folder: "dist"
 
-  ### PYPI UPLOAD JOB ###
-  # pypi_publish:
-  #   needs: [test_suite, check_which_git_branch_we_are_on]
-  #   # needs: check_which_git_branch_we_are_on
-  #   runs-on: ubuntu-latest
-  #   # if we are on tag starting with "v" and if we are on master or release branch
-  #   if: ${{ startsWith(github.event.ref, 'refs/tags/v') && needs.check_which_git_branch_we_are_on.outputs.AUTOMATED_DEPLOY == 'true' }}
-  #   environment:
-  #     name: ${{ needs.check_which_git_branch_we_are_on.outputs.ENVIRONMENT_NAME }}
-  #   env:
-  #     DIST_DIR: dist
-  #     DISTRO_SEMVER: ${{ needs.test_suite.outputs.SEMVER_PIP_FORMAT }}  # required env var by deploy script (tox -e deploy)
-  #     TWINE_USERNAME: ${{ vars.TWINE_USERNAME }}
-  #     TWINE_PASSWORD: ${{ secrets.TWINE_PASSWORD }}
-  #     PYPI_SERVER: ${{ vars.PYPI_SERVER }}
-  #   steps:
-  #   - uses: actions/checkout@v3
-  #   - name: Download Source & Wheel distributions
-  #     uses: actions/download-artifact@v3
-  #     with:
-  #       path: downloaded-artifacts
-  #   - name: Get Publishable files from the Artifacts
-  #     run: |
   #       TAG="${GITHUB_REF_NAME}"
   #       TAG_SEM_VER="${TAG:1}"  # remove the first character (v)
 
-  #       # Make sure the distro semver ($DISTRO_SEMVER), which is identical
-  #       # to the version string in the source code, when its format is
-  #       # Major.Minor.Patch (and slightly different when its format is M.m.p-prerelase),
-  #       # is simillarly either identical or slightly different
-  #       # when compared to the git tag ($TAG_SEM_VER)
-
   #       # for now MUST match only the Major.Minor.Patch part
         
   #       # Extract Major.Minor.Patch parts from DISTRO_SEMVER and TAG_SEM_VER
@@ -513,50 +476,6 @@ jobs:
   #           exit 1
   #       fi
   #       echo "PACKAGE_DIST_VERSION=$DISTRO_SEMVER" >> $GITHUB_ENV
-  #   - run: mkdir ${DIST_DIR}
-  #   - run: |
-  #       # Get Source Distribution (tar.gz of source code)
-  #       source_distributions=$(find downloaded-artifacts -type f -name artificial_artwork*.tar.gz)
-  #       source_distributions_array=($source_distributions)
-  #       source_distribution=${source_distributions_array[0]}  # a *.tar.gz file path
-  #       # Extract the base name (without the path)
-  #       source_distribution_name=$(basename "$source_distribution")
-  #       # Check if all source distribution (.tar.gz) files have the same name
-  #       for file in "${source_distributions_array[@]}"; do
-  #         if [ "$source_distribution_name" != "$(basename "$file")" ]; then
-  #           echo "Error: Not all Source Distribution .tar.gz files have the same name!"
-  #           exit 1
-  #         fi
-  #       done
-  #       echo " -- Will Upload : $source_distribution_name -- "
-  #       echo "source_distribution=$source_distribution" >> $GITHUB_ENV
-  #       cp "$source_distribution" ${DIST_DIR}
-
-  #   - run: |
-  #       # Get all built Wheels and copy to dist folder
-  #       for f in `find downloaded-artifacts -type f -name artificial_artwork*.whl`; do
-  #         echo "F: $f";
-  #         # TODO check for duplicates, which means that our build matrix produces the same wheel (need a different compiler that python such as pypy, cython, etc)
-  #         cp $f ${DIST_DIR}
-  #       done
-  #   - name: Install Dependencies
-  #     run: pip install tox==3.28
-
-  #   - run: echo "Publishing $PACKAGE_DIST_VERSION to $PYPI_SERVER PyPI"
-
-  #   - name: Publish to PyPI
-  #     # env:
-  #     #   TWINE_USERNAME: ${{ vars.TWINE_USERNAME }}
-  #     #   TWINE_PASSWORD: ${{ secrets.TWINE_PASSWORD }}
-  #     #   PYPI_SERVER: ${{ vars.PYPI_SERVER }}
-  #     # run: tox -vv -s false -e deploy
-  #     run: tox -vv -s false -e deploy -- upload --non-interactive --skip-existing
-      
-  #     # runs: twine upload --non-interactive --repository testpypi --skip-existing ./dist/PY_PACKAGE-:Version.tar.gz --verbose
-      
-  #     # runs: twine upload --non-interactive --skip-existing --repository testpypi --skip-existing ./dist/PY_PACKAGE-:Version.tar.gz --verbose
-    
-  #   - run: echo "Published :\)"
 
 
 ## AUTOMATED DOCKER BUILD and PUBLISH ON DOCKERHUB ##