diff --git a/.github/workflows/build-website.yml b/.github/workflows/build-website.yml
index 8f69e3070..f2bcefec4 100644
--- a/.github/workflows/build-website.yml
+++ b/.github/workflows/build-website.yml
@@ -18,53 +18,57 @@ jobs:
       GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }}
 
     steps:
-      - uses: actions/checkout@v2
+      - uses: actions/checkout@v3
 
+      # - name: Change directory
+      #   run: cd mlr-org
 
       - uses: r-lib/actions/setup-r@v2
         with:
           use-public-rspm: true
-          r-version: 4.1.3
+          # pak-version: devel
 
-      - uses: r-lib/actions/setup-pandoc@v2
+      # - uses: r-lib/actions/setup-pandoc@v2
+      - uses: quarto-dev/quarto-actions/setup@v2
 
-      - uses: r-lib/actions/setup-r-dependencies@v2
-        with:
-        #   pak-version: devel
-          extra-packages: |
-            any::devtools
-
-      - name: Install Remotes
+      - name: Install system dependencies
+        if: runner.os == 'Linux'
         run: |
-          devtools::install_github("mlr-org/mlr3book")
-          devtools::install_github("mlr-org/mlr3extralearners")
-          devtools::install_github("mlr-org/mlr3proba")
-          devtools::install_github("mlr-org/mlr3mbo")
-          devtools::install_github("mlr-org/mlr3spatiotempcv")
-          devtools::install_github("openml/openml-r")
-        shell: Rscript {0}
-
-      - name: Install Packages
-        run: devtools::install()
-        shell: Rscript {0}
+          while read -r cmd
+          do
+            eval sudo $cmd
+          done < <(Rscript -e 'install.packages("remotes", repos = "cloud.r-project.org"); cat(remotes::system_requirements("ubuntu", "20.04"), sep = "\n")')
 
-      - name: Build Website
-        run: rmarkdown::render_site(input = "mlr-org", encoding = "UTF-8")
-        shell: Rscript {0}
+      # - uses: pat-s/actions/setup-renv@renv-subdir
+      #   env:
+      #     RENV_CONFIG_REPOS_OVERRIDE: ${{ env.RSPM }}
+      #   with:
+      #     working-directory: mlr-org
+      #     cache-version: 1
 
-      # bug in render_site deletes rss feed
-      # rss feed with last post can be restored by rendering the post again
-      # https://github.com/rstudio/distill/issues/381
-      - name: Restore RSS Feed
+      - name: debug
+        env:
+          QUARTO_PUB_AUTH_TOKEN: ${{ inputs.QUARTO_PUB_AUTH_TOKEN }}
+          RENV_CONFIG_REPOS_OVERRIDE: ${{ env.RSPM }}
         run: |
-          files = list.files("mlr-org/_posts", ".Rmd", full.names = TRUE, recursive = TRUE)
-          rmarkdown::render(files[length(files)], encoding = "UTF-8")
-        shell: Rscript {0}
+          cd mlr-org
+          R -q -e 'install.packages("renv"); renv::restore()'
+          ls /home/runner/work/mlr3website/mlr3website/mlr-org/renv/library/R-4.2/x86_64-pc-linux-gnu
+          git config --global user.email "${{ inputs.GITHUB_EMAIL }}"
+          git config --global user.name "${{ inputs.GITHUB_USERNAME }}"
+          quarto publish gh-pages
 
-      - name: Deploy
-        if: ${{ github.event_name == 'push' }}
-        uses: JamesIves/github-pages-deploy-action@4.1.5
-        with:
-          branch: gh-pages
-          folder: mlr-org/docs
-          single-commit: false
+      # - name: Install Packages
+      #   run: devtools::install()
+      #   shell: Rscript {0}
+
+      # - name: Render Quarto Project
+      #   uses: quarto-dev/quarto-actions/render@v2
+        # with:
+        #   path: mlr-org
+
+      # - name: Publish to GitHub Pages (and render)
+      #   uses: quarto-dev/quarto-actions/publish@v2
+      #   with:
+      #     path: mlr-org
+      #     target: gh-pages
diff --git a/.github/workflows/render-gallery.yml b/.github/workflows/render-gallery.yml
index e547019a0..8853e20dd 100644
--- a/.github/workflows/render-gallery.yml
+++ b/.github/workflows/render-gallery.yml
@@ -1,82 +1,82 @@
-on:
-  workflow_dispatch:
-  push:
-    branches:
-      - main
-    paths:
-      - 'mlr-org/_gallery/**'
-  pull_request:
-    branches:
-      - main
-    paths:
-      - 'mlr-org/_gallery/**'
-  schedule:
-    - cron: "0 6 * * *"
+# on:
+#   workflow_dispatch:
+#   push:
+#     branches:
+#       - main
+#     paths:
+#       - 'mlr-org/_gallery/**'
+#   pull_request:
+#     branches:
+#       - main
+#     paths:
+#       - 'mlr-org/_gallery/**'
+#   schedule:
+#     - cron: "0 6 * * *"
 
-name: render-gallery
+# name: render-gallery
 
-jobs:
-  render-gallery:
-    runs-on: ubuntu-latest
+# jobs:
+#   render-gallery:
+#     runs-on: ubuntu-latest
 
-    env:
-      R_REMOTES_NO_ERRORS_FROM_WARNINGS: true
-      GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }}
+#     env:
+#       R_REMOTES_NO_ERRORS_FROM_WARNINGS: true
+#       GITHUB_PAT: ${{ secrets.GITHUB_TOKEN }}
 
-    steps:
-      - uses: actions/checkout@v2
+#     steps:
+#       - uses: actions/checkout@v2
 
-      - uses: r-lib/actions/setup-r@v2
-        with:
-          use-public-rspm: true
-          r-version: 4.1.3
+#       - uses: r-lib/actions/setup-r@v2
+#         with:
+#           use-public-rspm: true
+#           r-version: 4.1.3
 
-      - uses: r-lib/actions/setup-pandoc@v2
+#       - uses: r-lib/actions/setup-pandoc@v2
 
-      - uses: r-lib/actions/setup-r-dependencies@v2
-        with:
-          extra-packages: |
-            any::devtools
+#       - uses: r-lib/actions/setup-r-dependencies@v2
+#         with:
+#           extra-packages: |
+#             any::devtools
 
-      - name: Install Packages
-        run: devtools::install()
-        shell: Rscript {0}
+#       - name: Install Packages
+#         run: devtools::install()
+#         shell: Rscript {0}
 
-      - name: Render Gallery
-        run: |
-          files = list.files("mlr-org/_gallery/", pattern = ".Rmd", full.names = TRUE, recursive = TRUE)
-          mlr3misc::walk(files, function(file) rmarkdown::render(file, encoding = "UTF-8", params = list(eval_all = FALSE)))
-        shell: Rscript {0}
+#       - name: Render Gallery
+#         run: |
+#           files = list.files("mlr-org/_gallery/", pattern = ".Rmd", full.names = TRUE, recursive = TRUE)
+#           mlr3misc::walk(files, function(file) rmarkdown::render(file, encoding = "UTF-8", params = list(eval_all = FALSE)))
+#         shell: Rscript {0}
 
-      - name: Build Website
-        run: rmarkdown::render_site(input = "mlr-org", encoding = "UTF-8")
-        shell: Rscript {0}
+#       - name: Build Website
+#         run: rmarkdown::render_site(input = "mlr-org", encoding = "UTF-8")
+#         shell: Rscript {0}
 
-      # bug in render_site deletes rss feed
-      # rss feed with last post can be restored by rendering the post again
-      # https://github.com/rstudio/distill/issues/381
-      - name: Restore RSS Feed
-        run: |
-          files = list.files("mlr-org/_posts", ".Rmd", full.names = TRUE, recursive = TRUE)
-          rmarkdown::render(files[length(files)], encoding = "UTF-8")
-        shell: Rscript {0}
+#       # bug in render_site deletes rss feed
+#       # rss feed with last post can be restored by rendering the post again
+#       # https://github.com/rstudio/distill/issues/381
+#       - name: Restore RSS Feed
+#         run: |
+#           files = list.files("mlr-org/_posts", ".Rmd", full.names = TRUE, recursive = TRUE)
+#           rmarkdown::render(files[length(files)], encoding = "UTF-8")
+#         shell: Rscript {0}
 
-      - name: Commit Results
-        if: ${{ github.event_name == 'push' }}
-        run: |
-          rm -f .github/pkg.lock
-          git config --local user.name "$GITHUB_ACTOR"
-          git config --local user.email "$GITHUB_ACTOR@users.noreply.github.com"
-          git config --local pull.rebase false
-          git pull
-          git add -A
-          git commit -m 'refactor: render gallery posts'
-          git push origin
+#       - name: Commit Results
+#         if: ${{ github.event_name == 'push' }}
+#         run: |
+#           rm -f .github/pkg.lock
+#           git config --local user.name "$GITHUB_ACTOR"
+#           git config --local user.email "$GITHUB_ACTOR@users.noreply.github.com"
+#           git config --local pull.rebase false
+#           git pull
+#           git add -A
+#           git commit -m 'refactor: render gallery posts'
+#           git push origin
 
-      - name: Deploy
-        if: ${{ github.event_name == 'push' }}
-        uses: JamesIves/github-pages-deploy-action@4.1.5
-        with:
-          branch: gh-pages
-          folder: mlr-org/docs
-          single-commit: false
+#       - name: Deploy
+#         if: ${{ github.event_name == 'push' }}
+#         uses: JamesIves/github-pages-deploy-action@4.1.5
+#         with:
+#           branch: gh-pages
+#           folder: mlr-org/docs
+#           single-commit: false