diff --git a/.github/workflows/concrete_python_release_cpu.yml b/.github/workflows/concrete_python_release_cpu.yml
index 3f775b0faa..c05252fcfc 100644
--- a/.github/workflows/concrete_python_release_cpu.yml
+++ b/.github/workflows/concrete_python_release_cpu.yml
@@ -2,6 +2,7 @@ name: concrete-python release-cpu
 
 on:
   workflow_dispatch:
+  pull_request:
   push:
     tags:
       - 'v[0-9]+.[0-9]+.[0-9]+*'
@@ -38,29 +39,10 @@ jobs:
           backend: aws
           profile: release
 
-  release-checks:
-    needs: setup-instance
-    runs-on: ${{ needs.setup-instance.outputs.runner-name }}
-    steps:
-      - name: Checkout
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
-        with:
-          submodules: recursive
-          fetch-depth: 0
-      - name: Check python api doc is up to date
-        run: ci/scripts/make_apidocs.sh
-      - name: Slack Notification
-        if: ${{ failure() }}
-        continue-on-error: true
-        uses: rtCamp/action-slack-notify@c33737706dea87cd7784c687dadc9adf1be59990
-        env:
-          SLACK_COLOR: ${{ job.status }}
-          SLACK_MESSAGE: "release-checks finished with status: ${{ job.status }}. (${{ env.ACTION_RUN_URL }})"
-
   build-linux-x86:
     strategy:
       matrix:
-        python-version: ["3.8", "3.9", "3.10", "3.11", "3.12"]
+        python-version: ["3.8"]
     needs: setup-instance
     runs-on: ${{ needs.setup-instance.outputs.runner-name }}
     steps:
@@ -138,174 +120,18 @@ jobs:
           SLACK_COLOR: ${{ job.status }}
           SLACK_MESSAGE: "build-linux-x86 finished with status: ${{ job.status }}. (${{ env.ACTION_RUN_URL }})"
 
-  build-macos:
+  release-checks:
     strategy:
       matrix:
-        python-version: ["3.8", "3.9", "3.10", "3.11", "3.12"]
-        runs-on: ["aws-mac1-metal", "aws-mac2-metal"]
-    runs-on: ${{ matrix.runs-on }}
+        python-version: ["3.8"]
+    needs: [ build-linux-x86 ]
+    runs-on: ubuntu-latest
     steps:
       - name: Checkout
         uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
         with:
           submodules: recursive
           fetch-depth: 0
-      - name: Install OS Dependencies
-        run: |
-          brew install ninja ccache
-      - name: Setup rust toolchain for concrete-cpu
-        uses: ./.github/actions/setup_rust_toolchain_for_concrete_cpu
-      - name: Set release version (nightly)
-        if: ${{ env.RELEASE_TYPE == 'nightly' }}
-        run: |
-          NIGHTLY_VERSION=$(date +"%Y%m%d")
-          LATEST_RELEASE_VERSION=$(git tag -l |grep "v.*" |sort |tail -n 1 | grep -e '[0-9].*' -o)
-          echo "__version__ = \"${LATEST_RELEASE_VERSION}-dev${NIGHTLY_VERSION}\"" >| frontends/concrete-python/version.txt
-      - name: Set release version (public)
-        if: ${{ env.RELEASE_TYPE == 'public' }}
-        run: echo "__version__ = \"$(git describe --tags --abbrev=0 | grep -e '[0-9].*' -o)\"" >| frontends/concrete-python/version.txt
-      - name: Expose release version from Python
-        run: cp frontends/concrete-python/version.txt frontends/concrete-python/concrete/fhe/version.py
-      - name: Build wheel
-        run: |
-          CONCRETE_PYTHON=$(pwd)/frontends/concrete-python
-          CONCRETE_COMPILER=$(pwd)/compilers/concrete-compiler/compiler
-          export COMPILER_BUILD_DIRECTORY=$CONCRETE_COMPILER/build
-          export PYTHON=${{ format('python{0}', matrix.python-version) }}
-          echo "Using $PYTHON"
-
-          # Setup pkg-config to find OpenBLAS (scipy need it)
-          export PKG_CONFIG_PATH="/opt/homebrew/opt/openblas/lib/pkgconfig"
-
-          # Setup vitual environment
-          rm -rf .venv
-          $PYTHON -m venv .venv && . .venv/bin/activate
-
-          # Install requirements
-          pip install -r "${CONCRETE_PYTHON}"/requirements.txt
-          pip install -r "${CONCRETE_PYTHON}"/requirements.dev.txt
-
-          # Build python bindings of concrete compiler
-          cd "${CONCRETE_COMPILER}" || exit
-          echo "Debug: ccache statistics (prior to the build):" && ccache -s
-          make Python3_EXECUTABLE="$(which python)" python-bindings
-          echo "Debug: ccache statistics (after the build):" && ccache -s
-
-          # Build wheel
-          cd "${CONCRETE_PYTHON}" || exit
-          rm -rf dist
-          mkdir -p dist
-          pip wheel -v --no-deps -w dist .
-          delocate-wheel -v dist/*macos*.whl
-
-          deactivate
-      - name: Upload wheel
-        uses: actions/upload-artifact@50769540e7f4bd5e21e526ee35c689e35e0d6874 # v4.4.0
-        with:
-          name: ${{ format('wheel-{0}-{1}', matrix.python-version, matrix.runs-on) }}
-          path: frontends/concrete-python/dist/*macos*.whl
-          retention-days: 3
-      - name: Slack Notification
-        if: ${{ failure() }}
-        continue-on-error: true
-        uses: rtCamp/action-slack-notify@c33737706dea87cd7784c687dadc9adf1be59990
-        env:
-          SLACK_COLOR: ${{ job.status }}
-          SLACK_MESSAGE: "build-macos finished with status: ${{ job.status }}. (${{ env.ACTION_RUN_URL }})"
-
-  hash:
-    # Generate hashes for the wheels, used later for provenance.
-    needs: [build-linux-x86, build-macos]
-    runs-on: ubuntu-latest
-    outputs:
-      hash: ${{ steps.hash.outputs.hash }}
-    steps:
-      - uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
-        with:
-          path: frontends/concrete-python/dist
-          pattern: wheel-*
-          merge-multiple: true
-      - name: generate hash
-        id: hash
-        run: cd frontends/concrete-python/dist && echo "hash=$(sha256sum ./*.whl | base64 -w0)" >> "${GITHUB_OUTPUT}"
-
-  provenance:
-    needs: [hash]
-    permissions:
-      actions: read
-      id-token: write
-      contents: write
-    # Can't pin with hash due to how this workflow works.
-    uses: slsa-framework/slsa-github-generator/.github/workflows/generator_generic_slsa3.yml@v2.0.0
-    with:
-      base64-subjects: ${{ needs.hash.outputs.hash }}
-
-  push:
-    needs: [build-linux-x86, build-macos, provenance]
-    runs-on: ubuntu-latest
-    steps:
-      - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
-        with:
-          fetch-depth: 0
-      - uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
-        with:
-          path: wheels
-          pattern: 'wheel-*'
-          merge-multiple: true
-      - uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
-        with:
-          pattern: '*.intoto.jsonl'
-      # When building a new public tag, create a new draft release.
-      - name: create draft release
-        if: ${{ env.RELEASE_TYPE == 'public'}}
-        run: |
-          TAG=$(git describe --tags --abbrev=0)
-          export TAG
-          echo "${TAG}"
-          gh release create --draft --repo ${{ github.repository }} \
-          --verify-tag "${TAG}" \
-          --title "${TAG}" \
-          wheels/* ./*.intoto.jsonl/*
-        env:
-          GH_TOKEN: ${{ github.token }}
-      - name: Upload wheels to S3
-        if: ${{ env.RELEASE_TYPE == 'public' || env.RELEASE_TYPE == 'nightly' }}
-        env:
-          AWS_ACCESS_KEY_ID: ${{ secrets.AWS_IAM_ID }}
-          AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_IAM_KEY }}
-          AWS_DEFAULT_REGION: ${{ secrets.AWS_REGION }}
-          S3_BUCKET_NAME: ${{ secrets.AWS_S3_PYPI_BUCKET_NAME }}
-          CLOUDFRONT_DISTRIBUTION_ID: ${{ secrets.AWS_CLOUDFRONT_PYPI_DISTRIBUTION_ID }}
-        run: |
-          pip install boto3 bigtree
-          # upload wheels
-          aws s3 sync ./wheels/ "s3://${S3_BUCKET_NAME}/cpu/concrete-python"
-          # update indexes and invalidate cloudfront cache
-          python .github/workflows/scripts/s3_update_html_indexes.py
-      - name: Slack Notification
-        if: ${{ failure() }}
-        continue-on-error: true
-        uses: rtCamp/action-slack-notify@c33737706dea87cd7784c687dadc9adf1be59990
-        env:
-          SLACK_COLOR: ${{ job.status }}
-          SLACK_MESSAGE: "push finished with status: ${{ job.status }}. (${{ env.ACTION_RUN_URL }})"
-
-  test-linux-x86:
-    needs: [setup-instance, build-linux-x86]
-    continue-on-error: true
-    strategy:
-      matrix:
-        python-version: ["3.8", "3.9", "3.10", "3.11", "3.12"]
-    runs-on: ${{ needs.setup-instance.outputs.runner-name }}
-    steps:
-      # HOME is needed by actions-rs/toolchain
-      - run: |
-          echo "HOME=/home/ubuntu" >> "${GITHUB_ENV}"
-      - name: Install rust
-        uses: actions-rs/toolchain@16499b5e05bf2e26879000db0c1d13f7e13fa3af # v1.0.7
-        with:
-          toolchain: nightly
-          default: true
       - name: Setup Python
         uses: actions/setup-python@f677139bbe7f9c59b41e40162b753c062f5d49a3 # v5.2.0
         with:
@@ -315,50 +141,246 @@ jobs:
         with:
           name: ${{ format('wheel-{0}-linux-x86', matrix.python-version) }}
           path: ${{ format('wheel-{0}-linux-x86', matrix.python-version) }}
-      - name: Checkout the repository
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
-        with:
-          submodules: recursive
-          path: repo
-      - name: Test wheel
+      - name: Check documentation
         run: |
           WHEEL_DIR=$(pwd)/${{ format('wheel-{0}-linux-x86', matrix.python-version) }}
-          CONCRETE_PYTHON=$(pwd)/repo/frontends/concrete-python
-
-          # Initialize an empty test environment
-          cd "$(mktemp -d)"
-          python -m venv .testenv && source .testenv/bin/activate
-
-          # Install the concrete-python wheel
-          pip install "${WHEEL_DIR}"/*.whl
-
-          # Install extra requirements for tests
-          sudo apt update -y
-          sudo apt install -y graphviz libgraphviz-dev
-          pip install -r "${CONCRETE_PYTHON}"/requirements.extra-full.txt
-          pip install -r "${CONCRETE_PYTHON}"/requirements.dev.txt
-
-          # TODO - check for version
-
-          # Copy test files
-          cp -R "${CONCRETE_PYTHON}"/tests .
-          cp -R "${CONCRETE_PYTHON}"/examples .
-          cp -R "${CONCRETE_PYTHON}"/pytest.ini .
-          cp "${CONCRETE_PYTHON}"/Makefile .
-
-          # Running tests
-          make tfhers-utils
-          pytest tests -svv -n auto
-      - name: Slack Notification
+          WHEEL_CONCRETE="${WHEEL_DIR}"/*.whl .github/workflows/scripts/make_apidocs.sh
+      - name: Upload docs.patch if failure
         if: ${{ failure() }}
-        continue-on-error: true
-        uses: rtCamp/action-slack-notify@c33737706dea87cd7784c687dadc9adf1be59990
-        env:
-          SLACK_COLOR: ${{ job.status }}
-          SLACK_MESSAGE: "test-linux-x86 (${{ matrix.python-version }}) finished with status: ${{ job.status }}. (${{ env.ACTION_RUN_URL }})"
+        uses: actions/upload-artifact@50769540e7f4bd5e21e526ee35c689e35e0d6874 # v4.4.0
+        with:
+          name: docs.patch
+          path: docs.patch
+          retention-days: 3
+      # - name: Slack Notification
+      #   if: ${{ failure() }}
+      #   continue-on-error: true
+      #   uses: rtCamp/action-slack-notify@c33737706dea87cd7784c687dadc9adf1be59990
+      #   env:
+      #     SLACK_COLOR: ${{ job.status }}
+      #     SLACK_MESSAGE: "release-checks finished with status: ${{ job.status }}. (${{ env.ACTION_RUN_URL }})"
+
+  # build-macos:
+  #   strategy:
+  #     matrix:
+  #       python-version: ["3.8", "3.9", "3.10", "3.11", "3.12"]
+  #       runs-on: ["aws-mac1-metal", "aws-mac2-metal"]
+  #   runs-on: ${{ matrix.runs-on }}
+  #   steps:
+  #     - name: Checkout
+  #       uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+  #       with:
+  #         submodules: recursive
+  #         fetch-depth: 0
+  #     - name: Install OS Dependencies
+  #       run: |
+  #         brew install ninja ccache
+  #     - name: Setup rust toolchain for concrete-cpu
+  #       uses: ./.github/actions/setup_rust_toolchain_for_concrete_cpu
+  #     - name: Set release version (nightly)
+  #       if: ${{ env.RELEASE_TYPE == 'nightly' }}
+  #       run: |
+  #         NIGHTLY_VERSION=$(date +"%Y%m%d")
+  #         LATEST_RELEASE_VERSION=$(git tag -l |grep "v.*" |sort |tail -n 1 | grep -e '[0-9].*' -o)
+  #         echo "__version__ = \"${LATEST_RELEASE_VERSION}-dev${NIGHTLY_VERSION}\"" >| frontends/concrete-python/version.txt
+  #     - name: Set release version (public)
+  #       if: ${{ env.RELEASE_TYPE == 'public' }}
+  #       run: echo "__version__ = \"$(git describe --tags --abbrev=0 | grep -e '[0-9].*' -o)\"" >| frontends/concrete-python/version.txt
+  #     - name: Expose release version from Python
+  #       run: cp frontends/concrete-python/version.txt frontends/concrete-python/concrete/fhe/version.py
+  #     - name: Build wheel
+  #       run: |
+  #         CONCRETE_PYTHON=$(pwd)/frontends/concrete-python
+  #         CONCRETE_COMPILER=$(pwd)/compilers/concrete-compiler/compiler
+  #         export COMPILER_BUILD_DIRECTORY=$CONCRETE_COMPILER/build
+  #         export PYTHON=${{ format('python{0}', matrix.python-version) }}
+  #         echo "Using $PYTHON"
+
+  #         # Setup pkg-config to find OpenBLAS (scipy need it)
+  #         export PKG_CONFIG_PATH="/opt/homebrew/opt/openblas/lib/pkgconfig"
+
+  #         # Setup vitual environment
+  #         rm -rf .venv
+  #         $PYTHON -m venv .venv && . .venv/bin/activate
+
+  #         # Install requirements
+  #         pip install -r "${CONCRETE_PYTHON}"/requirements.txt
+  #         pip install -r "${CONCRETE_PYTHON}"/requirements.dev.txt
+
+  #         # Build python bindings of concrete compiler
+  #         cd "${CONCRETE_COMPILER}" || exit
+  #         echo "Debug: ccache statistics (prior to the build):" && ccache -s
+  #         make Python3_EXECUTABLE="$(which python)" python-bindings
+  #         echo "Debug: ccache statistics (after the build):" && ccache -s
+
+  #         # Build wheel
+  #         cd "${CONCRETE_PYTHON}" || exit
+  #         rm -rf dist
+  #         mkdir -p dist
+  #         pip wheel -v --no-deps -w dist .
+  #         delocate-wheel -v dist/*macos*.whl
+
+  #         deactivate
+  #     - name: Upload wheel
+  #       uses: actions/upload-artifact@50769540e7f4bd5e21e526ee35c689e35e0d6874 # v4.4.0
+  #       with:
+  #         name: ${{ format('wheel-{0}-{1}', matrix.python-version, matrix.runs-on) }}
+  #         path: frontends/concrete-python/dist/*macos*.whl
+  #         retention-days: 3
+  #     - name: Slack Notification
+  #       if: ${{ failure() }}
+  #       continue-on-error: true
+  #       uses: rtCamp/action-slack-notify@c33737706dea87cd7784c687dadc9adf1be59990
+  #       env:
+  #         SLACK_COLOR: ${{ job.status }}
+  #         SLACK_MESSAGE: "build-macos finished with status: ${{ job.status }}. (${{ env.ACTION_RUN_URL }})"
+
+  # hash:
+  #   # Generate hashes for the wheels, used later for provenance.
+  #   needs: [build-linux-x86, build-macos]
+  #   runs-on: ubuntu-latest
+  #   outputs:
+  #     hash: ${{ steps.hash.outputs.hash }}
+  #   steps:
+  #     - uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
+  #       with:
+  #         path: frontends/concrete-python/dist
+  #         pattern: wheel-*
+  #         merge-multiple: true
+  #     - name: generate hash
+  #       id: hash
+  #       run: cd frontends/concrete-python/dist && echo "hash=$(sha256sum ./*.whl | base64 -w0)" >> "${GITHUB_OUTPUT}"
+
+  # provenance:
+  #   needs: [hash]
+  #   permissions:
+  #     actions: read
+  #     id-token: write
+  #     contents: write
+  #   # Can't pin with hash due to how this workflow works.
+  #   uses: slsa-framework/slsa-github-generator/.github/workflows/generator_generic_slsa3.yml@v2.0.0
+  #   with:
+  #     base64-subjects: ${{ needs.hash.outputs.hash }}
+
+  # push:
+  #   needs: [build-linux-x86, build-macos, provenance]
+  #   runs-on: ubuntu-latest
+  #   steps:
+  #     - uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+  #       with:
+  #         fetch-depth: 0
+  #     - uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
+  #       with:
+  #         path: wheels
+  #         pattern: 'wheel-*'
+  #         merge-multiple: true
+  #     - uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
+  #       with:
+  #         pattern: '*.intoto.jsonl'
+  #     # When building a new public tag, create a new draft release.
+  #     - name: create draft release
+  #       if: ${{ env.RELEASE_TYPE == 'public'}}
+  #       run: |
+  #         TAG=$(git describe --tags --abbrev=0)
+  #         export TAG
+  #         echo "${TAG}"
+  #         gh release create --draft --repo ${{ github.repository }} \
+  #         --verify-tag "${TAG}" \
+  #         --title "${TAG}" \
+  #         wheels/* ./*.intoto.jsonl/*
+  #       env:
+  #         GH_TOKEN: ${{ github.token }}
+  #     - name: Upload wheels to S3
+  #       if: ${{ env.RELEASE_TYPE == 'public' || env.RELEASE_TYPE == 'nightly' }}
+  #       env:
+  #         AWS_ACCESS_KEY_ID: ${{ secrets.AWS_IAM_ID }}
+  #         AWS_SECRET_ACCESS_KEY: ${{ secrets.AWS_IAM_KEY }}
+  #         AWS_DEFAULT_REGION: ${{ secrets.AWS_REGION }}
+  #         S3_BUCKET_NAME: ${{ secrets.AWS_S3_PYPI_BUCKET_NAME }}
+  #         CLOUDFRONT_DISTRIBUTION_ID: ${{ secrets.AWS_CLOUDFRONT_PYPI_DISTRIBUTION_ID }}
+  #       run: |
+  #         pip install boto3 bigtree
+  #         # upload wheels
+  #         aws s3 sync ./wheels/ "s3://${S3_BUCKET_NAME}/cpu/concrete-python"
+  #         # update indexes and invalidate cloudfront cache
+  #         python .github/workflows/scripts/s3_update_html_indexes.py
+  #     - name: Slack Notification
+  #       if: ${{ failure() }}
+  #       continue-on-error: true
+  #       uses: rtCamp/action-slack-notify@c33737706dea87cd7784c687dadc9adf1be59990
+  #       env:
+  #         SLACK_COLOR: ${{ job.status }}
+  #         SLACK_MESSAGE: "push finished with status: ${{ job.status }}. (${{ env.ACTION_RUN_URL }})"
+
+  # test-linux-x86:
+  #   needs: [setup-instance, build-linux-x86]
+  #   continue-on-error: true
+  #   strategy:
+  #     matrix:
+  #       python-version: ["3.8", "3.9", "3.10", "3.11", "3.12"]
+  #   runs-on: ${{ needs.setup-instance.outputs.runner-name }}
+  #   steps:
+  #     # HOME is needed by actions-rs/toolchain
+  #     - run: |
+  #         echo "HOME=/home/ubuntu" >> "${GITHUB_ENV}"
+  #     - name: Install rust
+  #       uses: actions-rs/toolchain@16499b5e05bf2e26879000db0c1d13f7e13fa3af # v1.0.7
+  #       with:
+  #         toolchain: nightly
+  #         default: true
+  #     - name: Setup Python
+  #       uses: actions/setup-python@f677139bbe7f9c59b41e40162b753c062f5d49a3 # v5.2.0
+  #       with:
+  #         python-version: ${{ matrix.python-version }}
+  #     - name: Download wheels
+  #       uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
+  #       with:
+  #         name: ${{ format('wheel-{0}-linux-x86', matrix.python-version) }}
+  #         path: ${{ format('wheel-{0}-linux-x86', matrix.python-version) }}
+  #     - name: Checkout the repository
+  #       uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+  #       with:
+  #         submodules: recursive
+  #         path: repo
+  #     - name: Test wheel
+  #       run: |
+  #         WHEEL_DIR=$(pwd)/${{ format('wheel-{0}-linux-x86', matrix.python-version) }}
+  #         CONCRETE_PYTHON=$(pwd)/repo/frontends/concrete-python
+
+  #         # Initialize an empty test environment
+  #         cd "$(mktemp -d)"
+  #         python -m venv .testenv && source .testenv/bin/activate
+
+  #         # Install the concrete-python wheel
+  #         pip install "${WHEEL_DIR}"/*.whl
+
+  #         # Install extra requirements for tests
+  #         sudo apt update -y
+  #         sudo apt install -y graphviz libgraphviz-dev
+  #         pip install -r "${CONCRETE_PYTHON}"/requirements.extra-full.txt
+  #         pip install -r "${CONCRETE_PYTHON}"/requirements.dev.txt
+
+  #         # TODO - check for version
+
+  #         # Copy test files
+  #         cp -R "${CONCRETE_PYTHON}"/tests .
+  #         cp -R "${CONCRETE_PYTHON}"/examples .
+  #         cp -R "${CONCRETE_PYTHON}"/pytest.ini .
+  #         cp "${CONCRETE_PYTHON}"/Makefile .
+
+  #         # Running tests
+  #         make tfhers-utils
+  #         pytest tests -svv -n auto
+  #     - name: Slack Notification
+  #       if: ${{ failure() }}
+  #       continue-on-error: true
+  #       uses: rtCamp/action-slack-notify@c33737706dea87cd7784c687dadc9adf1be59990
+  #       env:
+  #         SLACK_COLOR: ${{ job.status }}
+  #         SLACK_MESSAGE: "test-linux-x86 (${{ matrix.python-version }}) finished with status: ${{ job.status }}. (${{ env.ACTION_RUN_URL }})"
 
   teardown-instance:
-    needs: [ setup-instance, test-linux-x86 ]
+    needs: [ setup-instance, build-linux-x86 ]
     if: ${{ always() && needs.setup-instance.result != 'skipped' }}
     runs-on: ubuntu-latest
     steps:
@@ -380,81 +402,81 @@ jobs:
           SLACK_COLOR: ${{ job.status }}
           SLACK_MESSAGE: "Instance teardown finished with status: ${{ job.status }}. (${{ env.ACTION_RUN_URL }})"
 
-  test-macos:
-    needs: [build-macos]
-    continue-on-error: true
-    strategy:
-      matrix:
-        python-version: ["3.8", "3.9", "3.10", "3.11", "3.12"]
-        runs-on: ["aws-mac1-metal", "aws-mac2-metal"]
-    runs-on: ${{ matrix.runs-on }}
-    outputs:
-      slack_message: ${{ steps.prepare_slack_notif.outputs.slack_message }}
-      slack_color: ${{ steps.prepare_slack_notif.outputs.slack_color }}
-    steps:
-      - name: Download wheels
-        uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
-        with:
-          name: ${{ format('wheel-{0}-{1}', matrix.python-version, matrix.runs-on) }}
-          path: ${{ format('wheel-{0}-{1}', matrix.python-version, matrix.runs-on) }}
-      - name: Checkout the repository
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
-        with:
-          submodules: recursive
-          path: repo
-      - name: Test wheel
-        run: |
-          WHEEL_DIR=$(pwd)/${{ format('wheel-{0}-{1}', matrix.python-version, matrix.runs-on) }}
-          CONCRETE_PYTHON=$(pwd)/repo/frontends/concrete-python
-          PYTHON=${{ format('python{0}', matrix.python-version) }}
-
-          # Initialize an empty test environment
-          TEST_TMP_DIR=$(mktemp -d)
-          echo "TEST_TMP_DIR=${TEST_TMP_DIR}" >> "${GITHUB_ENV}"
-          cd "${TEST_TMP_DIR}" || exit
-
-          # Activate virtual environment
-          $PYTHON -m venv .testenv && source .testenv/bin/activate
-
-          # Install extra requirements for tests
-          pip install "${WHEEL_DIR}"/*macos*.whl
-          pip install -r "${CONCRETE_PYTHON}"/requirements.dev.txt
-
-          "${CONCRETE_PYTHON}"/../../.github/workflows/scripts/fix_multi_omp_bug_macos.sh
-
-          # Copy test files
-          cp -R "${CONCRETE_PYTHON}"/tests .
-          cp -R "${CONCRETE_PYTHON}"/examples .
-          cp -R "${CONCRETE_PYTHON}"/pytest.ini .
-          cp "${CONCRETE_PYTHON}"/Makefile .
-
-          # Fix: this is because cargo cannot be found
-          . "$HOME/.cargo/env"
-
-          # Running tests
-          make tfhers-utils
-          mkdir ./KeySetCache
-          pytest tests -svv -n auto --key-cache "./KeySetCache" -m "not dataflow and not graphviz"
-      - name: Cleanup host
-        if: success() || failure()
-        run: |
-          rm -rf "${TEST_TMP_DIR}"
-      - name: Prepare Slack Notification
-        id: prepare_slack_notif
-        if: ${{ failure() }}
-        continue-on-error: true
-        run: |
-          echo "slack_message=test-macos (${{matrix.runs-on}}/${{ matrix.python-version }}) finished with status: ${{ job.status }}. (${{ env.ACTION_RUN_URL }})" >> "$GITHUB_OUTPUT"
-          echo "slack_color=${{ job.status }}" >> "$GITHUB_OUTPUT"
-
-  slack-notif-macos:
-    needs: ["test-macos"]
-    runs-on: "ubuntu-latest"
-    steps:
-      - name: Slack Notification
-        # we want to check that prepare_slack_notif was run
-        if: ${{ needs.test-macos.outputs.slack_color != '' }}
-        uses: rtCamp/action-slack-notify@c33737706dea87cd7784c687dadc9adf1be59990
-        env:
-          SLACK_COLOR: ${{ needs.test-macos.outputs.slack_color }}
-          SLACK_MESSAGE: ${{ needs.test-macos.outputs.slack_message }}
+  # test-macos:
+  #   needs: [build-macos]
+  #   continue-on-error: true
+  #   strategy:
+  #     matrix:
+  #       python-version: ["3.8", "3.9", "3.10", "3.11", "3.12"]
+  #       runs-on: ["aws-mac1-metal", "aws-mac2-metal"]
+  #   runs-on: ${{ matrix.runs-on }}
+  #   outputs:
+  #     slack_message: ${{ steps.prepare_slack_notif.outputs.slack_message }}
+  #     slack_color: ${{ steps.prepare_slack_notif.outputs.slack_color }}
+  #   steps:
+  #     - name: Download wheels
+  #       uses: actions/download-artifact@fa0a91b85d4f404e444e00e005971372dc801d16 # v4.1.8
+  #       with:
+  #         name: ${{ format('wheel-{0}-{1}', matrix.python-version, matrix.runs-on) }}
+  #         path: ${{ format('wheel-{0}-{1}', matrix.python-version, matrix.runs-on) }}
+  #     - name: Checkout the repository
+  #       uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+  #       with:
+  #         submodules: recursive
+  #         path: repo
+  #     - name: Test wheel
+  #       run: |
+  #         WHEEL_DIR=$(pwd)/${{ format('wheel-{0}-{1}', matrix.python-version, matrix.runs-on) }}
+  #         CONCRETE_PYTHON=$(pwd)/repo/frontends/concrete-python
+  #         PYTHON=${{ format('python{0}', matrix.python-version) }}
+
+  #         # Initialize an empty test environment
+  #         TEST_TMP_DIR=$(mktemp -d)
+  #         echo "TEST_TMP_DIR=${TEST_TMP_DIR}" >> "${GITHUB_ENV}"
+  #         cd "${TEST_TMP_DIR}" || exit
+
+  #         # Activate virtual environment
+  #         $PYTHON -m venv .testenv && source .testenv/bin/activate
+
+  #         # Install extra requirements for tests
+  #         pip install "${WHEEL_DIR}"/*macos*.whl
+  #         pip install -r "${CONCRETE_PYTHON}"/requirements.dev.txt
+
+  #         "${CONCRETE_PYTHON}"/../../.github/workflows/scripts/fix_multi_omp_bug_macos.sh
+
+  #         # Copy test files
+  #         cp -R "${CONCRETE_PYTHON}"/tests .
+  #         cp -R "${CONCRETE_PYTHON}"/examples .
+  #         cp -R "${CONCRETE_PYTHON}"/pytest.ini .
+  #         cp "${CONCRETE_PYTHON}"/Makefile .
+
+  #         # Fix: this is because cargo cannot be found
+  #         . "$HOME/.cargo/env"
+
+  #         # Running tests
+  #         make tfhers-utils
+  #         mkdir ./KeySetCache
+  #         pytest tests -svv -n auto --key-cache "./KeySetCache" -m "not dataflow and not graphviz"
+  #     - name: Cleanup host
+  #       if: success() || failure()
+  #       run: |
+  #         rm -rf "${TEST_TMP_DIR}"
+  #     - name: Prepare Slack Notification
+  #       id: prepare_slack_notif
+  #       if: ${{ failure() }}
+  #       continue-on-error: true
+  #       run: |
+  #         echo "slack_message=test-macos (${{matrix.runs-on}}/${{ matrix.python-version }}) finished with status: ${{ job.status }}. (${{ env.ACTION_RUN_URL }})" >> "$GITHUB_OUTPUT"
+  #         echo "slack_color=${{ job.status }}" >> "$GITHUB_OUTPUT"
+
+  # slack-notif-macos:
+  #   needs: ["test-macos"]
+  #   runs-on: "ubuntu-latest"
+  #   steps:
+  #     - name: Slack Notification
+  #       # we want to check that prepare_slack_notif was run
+  #       if: ${{ needs.test-macos.outputs.slack_color != '' }}
+  #       uses: rtCamp/action-slack-notify@c33737706dea87cd7784c687dadc9adf1be59990
+  #       env:
+  #         SLACK_COLOR: ${{ needs.test-macos.outputs.slack_color }}
+  #         SLACK_MESSAGE: ${{ needs.test-macos.outputs.slack_message }}
diff --git a/.github/workflows/scripts/make_apidocs.sh b/.github/workflows/scripts/make_apidocs.sh
new file mode 100755
index 0000000000..1fa7a87ce9
--- /dev/null
+++ b/.github/workflows/scripts/make_apidocs.sh
@@ -0,0 +1,70 @@
+#!/usr/bin/env bash
+
+set -e
+
+PYTHON=${PYTHON:-python}
+PIP=${PIP:-${PYTHON} -m pip}
+VENV_DIR=${PWD}/.venv-docs
+
+# Remove old documentation
+rm -rf docs/dev/api/*
+
+# Create virtual env and install concrete and docs tools
+${PYTHON} -m venv "${VENV_DIR}"
+source "${VENV_DIR}"/bin/activate
+if [ -z "${CONCRETE_WHEEL}" ]; then 
+    echo "You must specify the CONCRETE_WHEEL environment variable"
+    exit 1
+fi
+${PIP} install "${CONCRETE_WHEEL}"
+${PIP} install lazydocs
+
+# Generate the API doc
+lazydocs --output-path="./docs/dev/api" --overview-file="README.md" --src-base-url="../../" --no-watermark concrete
+
+
+# Update documentation paths
+SED_OPT='-i'
+if [ $(uname) == "Darwin" ]; then
+    SED_OPT='-i ""'
+fi
+
+# Fixing the path issues, to point on files in GitHub
+WHICH_PYTHON_VERSION=$(${PYTHON} --version | cut -f 2 -d " " | cut -f 1-2 -d ".")
+sed $SED_OPT -e "s@../../.venvtrash/lib.*/python$WHICH_PYTHON_VERSION/site-packages/@../../../compilers/concrete-compiler/compiler/lib/Bindings/Python/@g" docs/dev/api/concrete.compiler*.md docs/dev/api/concrete.lang*.md
+sed $SED_OPT -e "s@../../.venvtrash/lib.*/python$WHICH_PYTHON_VERSION/site-packages/@../../frontends/concrete-python/@g" docs/dev/api/concrete.fhe*.md
+
+# Fixing absolute path in doc
+sed $SED_OPT -e "s@$PWD/@./@g" docs/dev/api/concrete.compiler.library_support.md
+
+# Fixing the links in README.md, which fails (missing .'s for some reason): remove the #headers
+sed $SED_OPT -e "s@.md#module-.*)@.md)@g" docs/dev/api/README.md
+sed $SED_OPT -e "s@.md#function-.*)@.md)@g" docs/dev/api/README.md
+sed $SED_OPT -e "s@.md#class-.*)@.md)@g" docs/dev/api/README.md
+
+# Removed the "object addresses" and "function addresses", since they are not constant
+sed $SED_OPT -e "s@object at 0x[a-zA-Z0-9]*@object at ADDRESS@g" docs/*.md
+sed $SED_OPT -e "s@object at 0x[a-zA-Z0-9]*@object at ADDRESS@g" docs/*/*.md
+sed $SED_OPT -e "s@object at 0x[a-zA-Z0-9]*@object at ADDRESS@g" docs/*/*/*.md
+
+sed $SED_OPT -e "s@function Int at 0x[a-zA-Z0-9]*@function Int at ADDRESS@g" docs/*.md
+sed $SED_OPT -e "s@function Int at 0x[a-zA-Z0-9]*@function Int at ADDRESS@g" docs/*/*.md
+sed $SED_OPT -e "s@function Int at 0x[a-zA-Z0-9]*@function Int at ADDRESS@g" docs/*/*/*.md
+
+# FIXME: remove this once the PR has been merged once
+sed $SED_OPT -e "s@https://github.com/zama-ai/concrete-compiler-internal/blob/main/LICENSE.txt@https://github.com/zama-ai/concrete/blob/main/LICENSE.txt@g" ./docs/dev/api/concrete.lang.dialects.md ./docs/dev/api/concrete.compiler.md ./docs/dev/api/concrete.lang.md
+
+# Create the patch file
+git add -N docs/dev/api/*
+git diff docs &> docs.patch
+
+# Was there changes?
+if [ -s docs.patch ]  then
+    echo "The documentation us up to date, congrats"
+    exit 0
+else
+    echo "There is a difference in the docs, please commit the changes, here the change:"
+    cat docs.patch
+    exit -1
+fi
+