diff --git a/.dockerignore b/.dockerignore
index 490a32afa..4474c93b5 100644
--- a/.dockerignore
+++ b/.dockerignore
@@ -1,18 +1,35 @@
+**/*.arrow
 **/*.csv
+**/*.geojson
+**/*.gif
 **/*.git
 **/*.gitattributes
-**/*.zip
-**/*.*.o
-**/*.arrow
-**/*.geojson
+**/*.jpg
+**/*.las
+**/*.laz
+**/*.o
 **/*.parquet
+**/*.png
+**/*.so
 **/*.tar.gz
+**/*.tar.xz
+**/*.zip
+
+!**/modules/demo/**/*.png
+!**/modules/demo/**/*.jpg
+!**/modules/demo/**/*.gif
+!**/modules/demo/**/*.las
+!**/modules/demo/**/*.laz
+
 **/lerna-debug.log
 **/docker-compose*.yml
 **/compile_commands.json
 **/*.code-workspace
 
 **/z-*
+**/out/
+**/.next/
+**/_next/
 **/build
 **/.cache
 **/.ccache
@@ -24,7 +41,6 @@
 **/modules/**/doc
 **/modules/**/lib
 **/modules/**/data
-**/modules/demo/client-server/.next
 
 **/modules/*/include/napi.h
 **/modules/*/include/napi-inl.h
diff --git a/.gitattributes b/.gitattributes
index b174e4393..38e5ca5a8 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -6,7 +6,6 @@
 *.png filter=lfs diff=lfs merge=lfs -text
 *.jpg filter=lfs diff=lfs merge=lfs -text
 *.gif filter=lfs diff=lfs merge=lfs -text
-*.so filter=lfs diff=lfs merge=lfs -text
 *.las filter=lfs diff=lfs merge=lfs -text
 *.laz filter=lfs diff=lfs merge=lfs -text
 *.tar.xz filter=lfs diff=lfs merge=lfs -text
diff --git a/.github/actions/build-and-publish-image-ssh/action.yml b/.github/actions/build-and-publish-image-ssh/action.yml
index c3cad84cf..1ff8e0ba2 100644
--- a/.github/actions/build-and-publish-image-ssh/action.yml
+++ b/.github/actions/build-and-publish-image-ssh/action.yml
@@ -17,6 +17,10 @@ inputs:
     default: false
     required: false
     description: "Push the image to the container registry (default false)"
+  home:
+    default: /home/runner
+    required: true
+    description: "Path to home dir"
   temp:
     default: /tmp
     required: true
@@ -57,10 +61,12 @@ inputs:
     default: ""
     required: false
     description: "AWS secret key for writing to the shared sccache S3 bucket"
-  SSH_PRIVATE_KEY:
-    default: ""
+  CUMLPRIMS_SSH_PRIVATE_DEPLOY_KEY:
+    required: true
+    description: "Private SSH key for cloning rapidsai/cumlprims_mg"
+  CUGRAPH_OPS_SSH_PRIVATE_DEPLOY_KEY:
     required: true
-    description: "Private SSH key for cloning private RAPIDS repositories"
+    description: "Private SSH key for cloning rapidsai/cugraph-ops"
 
 outputs:
   digest:
@@ -100,7 +106,15 @@ runs:
     - name: Set up ssh-agent
       uses: webfactory/ssh-agent@v0.5.4
       with:
-        ssh-private-key: ${{ inputs.SSH_PRIVATE_KEY }}
+        ssh-auth-sock: ${{ inputs.home }}/ssh-agent
+        ssh-private-key: |
+          ${{ inputs.CUMLPRIMS_SSH_PRIVATE_DEPLOY_KEY }}
+          ${{ inputs.CUGRAPH_OPS_SSH_PRIVATE_DEPLOY_KEY }}
+    - name: Copy .ssh and .gitconfig to build context
+      shell: bash
+      run: |
+        cp -ar "$HOME"/.{ssh,gitconfig} "$(realpath -m "${{ inputs.context }}")/dev/";
+        sed -i "s@$HOME@/root@g" "$(realpath -m "${{ inputs.context }}")/dev/.ssh/config";
     - name: Build image
       id: docker-build
       uses: docker/build-push-action@v2
diff --git a/.github/workflows/main.pr.yml b/.github/workflows/main.pr.yml
index bed6cee62..833e2f497 100644
--- a/.github/workflows/main.pr.yml
+++ b/.github/workflows/main.pr.yml
@@ -8,8 +8,8 @@ on:
 jobs:
   build-pull-request:
     name: Build pull request
-    runs-on: ubuntu-20.04
-    # runs-on: [self-hosted, linux, amd64, cpu4]
+    # runs-on: ubuntu-20.04
+    runs-on: [self-hosted, linux, amd64, cpu4]
     strategy:
       fail-fast: true
       matrix:
@@ -25,14 +25,16 @@ jobs:
         shell: bash
         run: |
           echo "${{ toJSON(runner) }}"
-          echo "is_gha_runner=${{ !contains(runner.name, 'runners-') }}" >> $GITHUB_ENV;
+          echo "is_gha_runner=${{ !contains(runner.name, 'runners-') }}" >> $GITHUB_ENV
 
-      - name: Install utilities
+      - name: Set up self-hosted runner
         if: env.is_gha_runner != 'true'
         shell: bash
         run: |
-          sudo apt update
-          sudo apt install --no-install-recommends git-lfs
+          sudo apt update && sudo apt install -y --no-install-recommends git-lfs
+          sudo sed -ri "s@$HOME@${{ runner.workspace }}@g" /etc/passwd
+          sudo chown -R $(id -u):$(id -g) "${{ runner.workspace }}"
+          echo "HOME=${{ runner.workspace }}" >> $GITHUB_ENV
 
       - name: Checkout
         uses: actions/checkout@v3
@@ -132,25 +134,36 @@ jobs:
         if: env.dev_changed == 'true' || env.src_changed == 'true'
         uses: webfactory/ssh-agent@v0.5.4
         with:
-          ssh-private-key: ${{ secrets.GHA_SSH_PRIVATE_KEY }}
+          ssh-auth-sock: ${{ env.HOME }}/ssh-agent
+          ssh-private-key: |
+            ${{ secrets.CUMLPRIMS_SSH_PRIVATE_DEPLOY_KEY }}
+            ${{ secrets.CUGRAPH_OPS_SSH_PRIVATE_DEPLOY_KEY }}
 
       - name: Make container .env
-        if: env.src_changed == 'true'
+        if: env.dev_changed == 'true' || env.src_changed == 'true'
         shell: bash
         run: |
+          threads=$((${PARALLEL_LEVEL:-1} / 2))
+          if [[ "$threads" == 0 ]]; then
+            threads=1;
+          fi
           cat << EOF > "${{ runner.temp }}/.env"
           CUDAARCHS=ALL
-          PARALLEL_LEVEL=1
-          NVCC_APPEND_FLAGS=--threads=${PARALLEL_LEVEL:-1}
+          PARALLEL_LEVEL=${threads}
+          NVCC_APPEND_FLAGS=--threads=${threads}
           RAPIDS_VERSION=${RAPIDS}
           SCCACHE_REGION=us-west-2
           SCCACHE_IDLE_TIMEOUT=32768
           SCCACHE_BUCKET=node-rapids-sccache
           SCCACHE_SERVER_PORT=$((4220 + $RANDOM % 5000))
+          EOF
+
+          echo -e "container .env:\n$(cat "${{ runner.temp }}/.env")"
+
+          cat << EOF >> "${{ runner.temp }}/.env"
           AWS_ACCESS_KEY_ID=${{ secrets.AWS_ACCESS_KEY_ID }}
           AWS_SECRET_ACCESS_KEY=${{ secrets.AWS_SECRET_ACCESS_KEY }}
           EOF
-          echo -e "container .env:\n$(cat "${{ runner.temp }}/.env")"
 
       - name: Build
         if: env.dev_changed == 'true' || env.src_changed == 'true'
@@ -167,10 +180,12 @@ jobs:
               --build-arg ARM64_BASE="nvidia/cuda:${{ matrix.CUDA }}-devel-${{ matrix.LINUX }}" \
               -f node/dev/dockerfiles/devel/main.Dockerfile -t ${MAIN_IMG} node
           fi
-          if [[ ${src_changed} == 'true' ]]; then
-            docker run --rm -t ${RUN_ARGS} \
-              -e "SSH_AUTH_SOCK=/ssh-agent" \
-              -v "$SSH_AUTH_SOCK:/ssh-agent" \
-              -v "$HOME/.ssh:/opt/rapids/.ssh" \
-              ${MAIN_IMG} bash -c 'set -ex; yarn --pure-lockfile --prefer-offline && yarn build;';
-          fi
+          docker run --rm -t ${RUN_ARGS} \
+            -v "$HOME/.ssh:$HOME/.ssh" \
+            -e "SSH_AUTH_SOCK=/ssh-agent" \
+            -v "$SSH_AUTH_SOCK:/ssh-agent" \
+            -v "$HOME/.ssh:/opt/rapids/.ssh" \
+            -v "$HOME/.gitconfig:/etc/gitconfig" \
+            ${MAIN_IMG} bash -c "set -ex; \
+                yarn --pure-lockfile --prefer-offline \
+             && yarn build"
diff --git a/.github/workflows/merge.pr.yml b/.github/workflows/merge.pr.yml
index dcef23b55..14d3877e3 100644
--- a/.github/workflows/merge.pr.yml
+++ b/.github/workflows/merge.pr.yml
@@ -13,15 +13,15 @@ env:
   REPOSITORY: "ghcr.io/rapidsai/node"
 
 concurrency:
-  group: build_docker_images
+  group: build-docker-images-on-${{ github.event_name }}-from-${{ github.ref_name }}
   cancel-in-progress: true
 
 jobs:
 
   build-and-publish-devel-main-image:
     name: Build devel main image
-    runs-on: ubuntu-20.04
-    # runs-on: [self-hosted, linux, amd64, cpu4]
+    # runs-on: ubuntu-20.04
+    runs-on: [self-hosted, linux, amd64, cpu4]
     strategy:
       fail-fast: true
       matrix:
@@ -36,12 +36,14 @@ jobs:
           echo "is_gha_runner=${{ !contains(runner.name, 'runners-') }}" >> $GITHUB_ENV;
           echo "manual_build=${{ github.event_name == 'workflow_dispatch' }}" >> $GITHUB_ENV;
 
-      - name: Install utilities
+      - name: Set up self-hosted runner
         if: env.is_gha_runner != 'true'
         shell: bash
         run: |
-          sudo apt update
-          sudo apt install --no-install-recommends git-lfs
+          sudo apt update && sudo apt install -y --no-install-recommends git-lfs
+          sudo sed -ri "s@$HOME@${{ runner.workspace }}@g" /etc/passwd
+          sudo chown -R $(id -u):$(id -g) "${{ runner.workspace }}"
+          echo "HOME=${{ runner.workspace }}" >> $GITHUB_ENV
 
       - name: Checkout
         uses: actions/checkout@v3
@@ -105,8 +107,8 @@ jobs:
     needs:
       - build-and-publish-devel-main-image
     name: Build devel packages image
-    runs-on: ubuntu-20.04
-    # runs-on: [self-hosted, linux, amd64, cpu4]
+    # runs-on: ubuntu-20.04
+    runs-on: [self-hosted, linux, amd64, cpu4]
     strategy:
       fail-fast: true
       matrix:
@@ -121,12 +123,14 @@ jobs:
           echo "is_gha_runner=${{ !contains(runner.name, 'runners-') }}" >> $GITHUB_ENV;
           echo "manual_build=${{ github.event_name == 'workflow_dispatch' }}" >> $GITHUB_ENV;
 
-      - name: Install utilities
+      - name: Set up self-hosted runner
         if: env.is_gha_runner != 'true'
         shell: bash
         run: |
-          sudo apt update
-          sudo apt install --no-install-recommends git-lfs
+          sudo apt update && sudo apt install -y --no-install-recommends git-lfs
+          sudo sed -ri "s@$HOME@${{ runner.workspace }}@g" /etc/passwd
+          sudo chown -R $(id -u):$(id -g) "${{ runner.workspace }}"
+          echo "HOME=${{ runner.workspace }}" >> $GITHUB_ENV
 
       - name: Checkout
         uses: actions/checkout@v3
@@ -174,14 +178,16 @@ jobs:
         with:
           pull: true
           push: true
+          home: ${{ env.HOME }}
           temp: ${{ runner.temp }}
           file: dev/dockerfiles/devel/package.Dockerfile
           registry-url: ghcr.io
           registry-username: ${{ github.repository_owner }}
           registry-password: ${{ github.token }}
-          SSH_PRIVATE_KEY: "${{ secrets.GHA_SSH_PRIVATE_KEY }}"
           AWS_ACCESS_KEY_ID: "${{ secrets.AWS_ACCESS_KEY_ID }}"
           AWS_SECRET_ACCESS_KEY: "${{ secrets.AWS_SECRET_ACCESS_KEY }}"
+          CUMLPRIMS_SSH_PRIVATE_DEPLOY_KEY: "${{ secrets.CUMLPRIMS_SSH_PRIVATE_DEPLOY_KEY }}"
+          CUGRAPH_OPS_SSH_PRIVATE_DEPLOY_KEY: "${{ secrets.CUGRAPH_OPS_SSH_PRIVATE_DEPLOY_KEY }}"
           tags: |
             ${{ env.REPOSITORY }}:${{ env.RAPIDS }}-devel-node${{ env.NODE }}-cuda${{ matrix.CUDA }}-${{ matrix.LINUX }}-packages
           build-args: |
@@ -197,8 +203,8 @@ jobs:
     needs:
       - build-and-publish-devel-main-image
     name: Build runtime cuda-base image
-    runs-on: ubuntu-20.04
-    # runs-on: [self-hosted, linux, amd64, cpu4]
+    # runs-on: ubuntu-20.04
+    runs-on: [self-hosted, linux, amd64, cpu4]
     strategy:
       fail-fast: true
       matrix:
@@ -213,12 +219,14 @@ jobs:
           echo "is_gha_runner=${{ !contains(runner.name, 'runners-') }}" >> $GITHUB_ENV;
           echo "manual_build=${{ github.event_name == 'workflow_dispatch' }}" >> $GITHUB_ENV;
 
-      - name: Install utilities
+      - name: Set up self-hosted runner
         if: env.is_gha_runner != 'true'
         shell: bash
         run: |
-          sudo apt update
-          sudo apt install --no-install-recommends git-lfs
+          sudo apt update && sudo apt install -y --no-install-recommends git-lfs
+          sudo sed -ri "s@$HOME@${{ runner.workspace }}@g" /etc/passwd
+          sudo chown -R $(id -u):$(id -g) "${{ runner.workspace }}"
+          echo "HOME=${{ runner.workspace }}" >> $GITHUB_ENV
 
       - name: Checkout
         uses: actions/checkout@v3
@@ -279,8 +287,8 @@ jobs:
       - build-and-publish-devel-packages-image
       - build-and-publish-runtime-cuda-base-image
     name: Build runtime cudf image
-    runs-on: ubuntu-20.04
-    # runs-on: [self-hosted, linux, amd64, cpu4]
+    # runs-on: ubuntu-20.04
+    runs-on: [self-hosted, linux, amd64, cpu4]
     strategy:
       fail-fast: true
       matrix:
@@ -295,12 +303,14 @@ jobs:
           echo "is_gha_runner=${{ !contains(runner.name, 'runners-') }}" >> $GITHUB_ENV;
           echo "manual_build=${{ github.event_name == 'workflow_dispatch' }}" >> $GITHUB_ENV;
 
-      - name: Install utilities
+      - name: Set up self-hosted runner
         if: env.is_gha_runner != 'true'
         shell: bash
         run: |
-          sudo apt update
-          sudo apt install --no-install-recommends git-lfs
+          sudo apt update && sudo apt install -y --no-install-recommends git-lfs
+          sudo sed -ri "s@$HOME@${{ runner.workspace }}@g" /etc/passwd
+          sudo chown -R $(id -u):$(id -g) "${{ runner.workspace }}"
+          echo "HOME=${{ runner.workspace }}" >> $GITHUB_ENV
 
       - name: Checkout
         uses: actions/checkout@v3
@@ -362,8 +372,8 @@ jobs:
       - build-and-publish-devel-packages-image
       - build-and-publish-runtime-cuda-base-image
     name: Build runtime cugraph image
-    runs-on: ubuntu-20.04
-    # runs-on: [self-hosted, linux, amd64, cpu4]
+    # runs-on: ubuntu-20.04
+    runs-on: [self-hosted, linux, amd64, cpu4]
     strategy:
       fail-fast: true
       matrix:
@@ -378,12 +388,14 @@ jobs:
           echo "is_gha_runner=${{ !contains(runner.name, 'runners-') }}" >> $GITHUB_ENV;
           echo "manual_build=${{ github.event_name == 'workflow_dispatch' }}" >> $GITHUB_ENV;
 
-      - name: Install utilities
+      - name: Set up self-hosted runner
         if: env.is_gha_runner != 'true'
         shell: bash
         run: |
-          sudo apt update
-          sudo apt install --no-install-recommends git-lfs
+          sudo apt update && sudo apt install -y --no-install-recommends git-lfs
+          sudo sed -ri "s@$HOME@${{ runner.workspace }}@g" /etc/passwd
+          sudo chown -R $(id -u):$(id -g) "${{ runner.workspace }}"
+          echo "HOME=${{ runner.workspace }}" >> $GITHUB_ENV
 
       - name: Checkout
         uses: actions/checkout@v3
@@ -445,8 +457,8 @@ jobs:
       - build-and-publish-devel-packages-image
       - build-and-publish-runtime-cuda-base-image
     name: Build runtime cuml image
-    runs-on: ubuntu-20.04
-    # runs-on: [self-hosted, linux, amd64, cpu4]
+    # runs-on: ubuntu-20.04
+    runs-on: [self-hosted, linux, amd64, cpu4]
     strategy:
       fail-fast: true
       matrix:
@@ -461,12 +473,14 @@ jobs:
           echo "is_gha_runner=${{ !contains(runner.name, 'runners-') }}" >> $GITHUB_ENV;
           echo "manual_build=${{ github.event_name == 'workflow_dispatch' }}" >> $GITHUB_ENV;
 
-      - name: Install utilities
+      - name: Set up self-hosted runner
         if: env.is_gha_runner != 'true'
         shell: bash
         run: |
-          sudo apt update
-          sudo apt install --no-install-recommends git-lfs
+          sudo apt update && sudo apt install -y --no-install-recommends git-lfs
+          sudo sed -ri "s@$HOME@${{ runner.workspace }}@g" /etc/passwd
+          sudo chown -R $(id -u):$(id -g) "${{ runner.workspace }}"
+          echo "HOME=${{ runner.workspace }}" >> $GITHUB_ENV
 
       - name: Checkout
         uses: actions/checkout@v3
@@ -528,8 +542,8 @@ jobs:
       - build-and-publish-devel-packages-image
       - build-and-publish-runtime-cuda-base-image
     name: Build runtime cuspatial image
-    runs-on: ubuntu-20.04
-    # runs-on: [self-hosted, linux, amd64, cpu4]
+    # runs-on: ubuntu-20.04
+    runs-on: [self-hosted, linux, amd64, cpu4]
     strategy:
       fail-fast: true
       matrix:
@@ -544,12 +558,14 @@ jobs:
           echo "is_gha_runner=${{ !contains(runner.name, 'runners-') }}" >> $GITHUB_ENV;
           echo "manual_build=${{ github.event_name == 'workflow_dispatch' }}" >> $GITHUB_ENV;
 
-      - name: Install utilities
+      - name: Set up self-hosted runner
         if: env.is_gha_runner != 'true'
         shell: bash
         run: |
-          sudo apt update
-          sudo apt install --no-install-recommends git-lfs
+          sudo apt update && sudo apt install -y --no-install-recommends git-lfs
+          sudo sed -ri "s@$HOME@${{ runner.workspace }}@g" /etc/passwd
+          sudo chown -R $(id -u):$(id -g) "${{ runner.workspace }}"
+          echo "HOME=${{ runner.workspace }}" >> $GITHUB_ENV
 
       - name: Checkout
         uses: actions/checkout@v3
@@ -611,8 +627,8 @@ jobs:
       - build-and-publish-devel-packages-image
       - build-and-publish-runtime-cuda-base-image
     name: Build runtime glfw image
-    runs-on: ubuntu-20.04
-    # runs-on: [self-hosted, linux, amd64, cpu4]
+    # runs-on: ubuntu-20.04
+    runs-on: [self-hosted, linux, amd64, cpu4]
     strategy:
       fail-fast: true
       matrix:
@@ -627,12 +643,14 @@ jobs:
           echo "is_gha_runner=${{ !contains(runner.name, 'runners-') }}" >> $GITHUB_ENV;
           echo "manual_build=${{ github.event_name == 'workflow_dispatch' }}" >> $GITHUB_ENV;
 
-      - name: Install utilities
+      - name: Set up self-hosted runner
         if: env.is_gha_runner != 'true'
         shell: bash
         run: |
-          sudo apt update
-          sudo apt install --no-install-recommends git-lfs
+          sudo apt update && sudo apt install -y --no-install-recommends git-lfs
+          sudo sed -ri "s@$HOME@${{ runner.workspace }}@g" /etc/passwd
+          sudo chown -R $(id -u):$(id -g) "${{ runner.workspace }}"
+          echo "HOME=${{ runner.workspace }}" >> $GITHUB_ENV
 
       - name: Checkout
         uses: actions/checkout@v3
@@ -694,8 +712,8 @@ jobs:
       - build-and-publish-devel-packages-image
       - build-and-publish-runtime-cuda-base-image
     name: Build runtime sql image
-    runs-on: ubuntu-20.04
-    # runs-on: [self-hosted, linux, amd64, cpu4]
+    # runs-on: ubuntu-20.04
+    runs-on: [self-hosted, linux, amd64, cpu4]
     strategy:
       fail-fast: true
       matrix:
@@ -710,12 +728,14 @@ jobs:
           echo "is_gha_runner=${{ !contains(runner.name, 'runners-') }}" >> $GITHUB_ENV;
           echo "manual_build=${{ github.event_name == 'workflow_dispatch' }}" >> $GITHUB_ENV;
 
-      - name: Install utilities
+      - name: Set up self-hosted runner
         if: env.is_gha_runner != 'true'
         shell: bash
         run: |
-          sudo apt update
-          sudo apt install --no-install-recommends git-lfs
+          sudo apt update && sudo apt install -y --no-install-recommends git-lfs
+          sudo sed -ri "s@$HOME@${{ runner.workspace }}@g" /etc/passwd
+          sudo chown -R $(id -u):$(id -g) "${{ runner.workspace }}"
+          echo "HOME=${{ runner.workspace }}" >> $GITHUB_ENV
 
       - name: Checkout
         uses: actions/checkout@v3
@@ -779,8 +799,8 @@ jobs:
       - build-and-publish-devel-packages-image
       - build-and-publish-runtime-cuda-base-image
     name: Build runtime main image
-    runs-on: ubuntu-20.04
-    # runs-on: [self-hosted, linux, amd64, cpu4]
+    # runs-on: ubuntu-20.04
+    runs-on: [self-hosted, linux, amd64, cpu4]
     strategy:
       fail-fast: true
       matrix:
@@ -795,12 +815,14 @@ jobs:
           echo "is_gha_runner=${{ !contains(runner.name, 'runners-') }}" >> $GITHUB_ENV;
           echo "manual_build=${{ github.event_name == 'workflow_dispatch' }}" >> $GITHUB_ENV;
 
-      - name: Install utilities
+      - name: Set up self-hosted runner
         if: env.is_gha_runner != 'true'
         shell: bash
         run: |
-          sudo apt update
-          sudo apt install --no-install-recommends git-lfs
+          sudo apt update && sudo apt install -y --no-install-recommends git-lfs
+          sudo sed -ri "s@$HOME@${{ runner.workspace }}@g" /etc/passwd
+          sudo chown -R $(id -u):$(id -g) "${{ runner.workspace }}"
+          echo "HOME=${{ runner.workspace }}" >> $GITHUB_ENV
 
       - name: Checkout
         uses: actions/checkout@v3
@@ -864,8 +886,8 @@ jobs:
       - build-and-publish-devel-packages-image
       - build-and-publish-runtime-cuda-base-image
     name: Build runtime demo image
-    runs-on: ubuntu-20.04
-    # runs-on: [self-hosted, linux, amd64, cpu4]
+    # runs-on: ubuntu-20.04
+    runs-on: [self-hosted, linux, amd64, cpu4]
     strategy:
       fail-fast: true
       matrix:
@@ -880,12 +902,14 @@ jobs:
           echo "is_gha_runner=${{ !contains(runner.name, 'runners-') }}" >> $GITHUB_ENV;
           echo "manual_build=${{ github.event_name == 'workflow_dispatch' }}" >> $GITHUB_ENV;
 
-      - name: Install utilities
+      - name: Set up self-hosted runner
         if: env.is_gha_runner != 'true'
         shell: bash
         run: |
-          sudo apt update
-          sudo apt install --no-install-recommends git-lfs
+          sudo apt update && sudo apt install -y --no-install-recommends git-lfs
+          sudo sed -ri "s@$HOME@${{ runner.workspace }}@g" /etc/passwd
+          sudo chown -R $(id -u):$(id -g) "${{ runner.workspace }}"
+          echo "HOME=${{ runner.workspace }}" >> $GITHUB_ENV
 
       - name: Checkout
         uses: actions/checkout@v3
@@ -948,8 +972,8 @@ jobs:
     needs:
       - build-and-publish-runtime-demo-image
     name: Build runtime notebook image
-    runs-on: ubuntu-20.04
-    # runs-on: [self-hosted, linux, amd64, cpu4]
+    # runs-on: ubuntu-20.04
+    runs-on: [self-hosted, linux, amd64, cpu4]
     strategy:
       fail-fast: true
       matrix:
@@ -964,12 +988,14 @@ jobs:
           echo "is_gha_runner=${{ !contains(runner.name, 'runners-') }}" >> $GITHUB_ENV;
           echo "manual_build=${{ github.event_name == 'workflow_dispatch' }}" >> $GITHUB_ENV;
 
-      - name: Install utilities
+      - name: Set up self-hosted runner
         if: env.is_gha_runner != 'true'
         shell: bash
         run: |
-          sudo apt update
-          sudo apt install --no-install-recommends git-lfs
+          sudo apt update && sudo apt install -y --no-install-recommends git-lfs
+          sudo sed -ri "s@$HOME@${{ runner.workspace }}@g" /etc/passwd
+          sudo chown -R $(id -u):$(id -g) "${{ runner.workspace }}"
+          echo "HOME=${{ runner.workspace }}" >> $GITHUB_ENV
 
       - name: Checkout
         uses: actions/checkout@v3
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index 167841ad0..8e0f70536 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -40,8 +40,8 @@ jobs:
 
   build-extract-and-release-packages:
     name: Build, extract, and release packages
-    runs-on: ubuntu-20.04
-    # runs-on: [self-hosted, linux, amd64, cpu4]
+    # runs-on: ubuntu-20.04
+    runs-on: [self-hosted, linux, amd64, cpu4]
     strategy:
       fail-fast: true
       matrix:
diff --git a/.gitignore b/.gitignore
index ffeb6b77f..d0ac22ead 100644
--- a/.gitignore
+++ b/.gitignore
@@ -10,6 +10,9 @@
 **/node_modules
 **/compile_commands.json
 
+/dev/.ssh/*
+!/dev/.ssh/.keepDir
+
 .env
 .creds
 .vscode
diff --git a/dev/.gitconfig b/dev/.gitconfig
new file mode 100644
index 000000000..e69de29bb
diff --git a/dev/.ssh/.keepDir b/dev/.ssh/.keepDir
new file mode 100644
index 000000000..e69de29bb
diff --git a/dev/dockerfiles/devel/package.Dockerfile b/dev/dockerfiles/devel/package.Dockerfile
index a2997b303..e57315ae5 100644
--- a/dev/dockerfiles/devel/package.Dockerfile
+++ b/dev/dockerfiles/devel/package.Dockerfile
@@ -37,13 +37,16 @@ ENV RAPIDSAI_SKIP_DOWNLOAD=1
 
 RUN --mount=type=ssh,required=true \
     --mount=type=secret,id=sccache_credentials \
+    --mount=type=bind,source=dev/.ssh,target=/root/.ssh,rw \
+    --mount=type=bind,source=dev/.gitconfig,target=/etc/gitconfig \
     if [ -f /run/secrets/sccache_credentials ]; then \
         export $(grep -v '^#' /run/secrets/sccache_credentials | xargs -d '\n'); \
     fi; \
-    mkdir -p -m 0700 /root/.ssh \
- # Add GitHub's public keys to known_hosts
- && curl -s https://api.github.com/meta | jq -r '.ssh_keys | map("github.com \(.)") | .[]' > /root/.ssh/known_hosts \
- && echo -e "build context:\n$(find .)" \
+    # Add GitHub's public keys to known_hosts
+    if [ ! -f /root/.ssh/known_hosts ]; then \
+        curl -s https://api.github.com/meta | jq -r '.ssh_keys | map("github.com \(.)") | .[]' > /root/.ssh/known_hosts; \
+    fi; \
+    echo -e "build context:\n$(find .)" \
  && bash -c 'echo -e "\
 CUDAARCHS=$CUDAARCHS\n\
 PARALLEL_LEVEL=$PARALLEL_LEVEL\n\