diff --git a/.github/actions/pre-build/action.yml b/.github/actions/pre-build/action.yml
index c83b10e8..f9caa08d 100644
--- a/.github/actions/pre-build/action.yml
+++ b/.github/actions/pre-build/action.yml
@@ -8,9 +8,9 @@ runs:
       run: |
         git config --global --add safe.directory $GITHUB_WORKSPACE
         echo "UCESB_DIR=$GITHUB_WORKSPACE/ucesb/" >> $GITHUB_ENV
-        export SIMPATH=${CVMDIR}/debian10/fairsoft/jan24p1
+        export SIMPATH=${CVMDIR}/${{ matrix.os }}/fairsoft/jan24p1
         echo "SIMPATH=${SIMPATH}" >> $GITHUB_ENV
-        echo "FAIRROOTPATH=${CVMDIR}/debian10/fairroot/v18.8.2_jan24p1" >> $GITHUB_ENV
+        echo "FAIRROOTPATH=${CVMDIR}/${{ matrix.os }}/fairroot/v18.8.2_jan24p1" >> $GITHUB_ENV
         echo "${SIMPATH}/bin" >> $GITHUB_PATH
         # variables for ccache
         echo "CCACHE_BASEDIR=${GITHUB_WORKSPACE}" >> $GITHUB_ENV
@@ -25,13 +25,14 @@ runs:
 
     - name: mount cvmfs
       run: |
-        apt-get install -y ccache
+        apt-get update
+        apt-get install --fix-missing -y sudo
         wget https://cernbox.cern.ch/remote.php/dav/public-files/RmnTeeOZpYjCJQb/masterkey.gsi.de.pub
         mv masterkey.gsi.de.pub /etc/cvmfs/keys
         cp .github/config/fairsoft.gsi.de.conf /etc/cvmfs/config.d
+        echo "CVMFS_USER=$(whoami)" >> /etc/cvmfs/config.d/fairsoft.gsi.de.conf
         mkdir -p ${CVMDIR}
         mount -t cvmfs fairsoft.gsi.de ${CVMDIR}
         mkdir -p ${UCESB_DIR}
         mkdir -p ${CCACHE_DIR}
-        echo $PATH
       shell: bash
diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 290d3c8a..e8880085 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -37,6 +37,7 @@ jobs:
         # Here are the groups of repositories that need to be downloaded inside
         # r3broot. Each group is used by only one job.
         repos: [ sofia ]
+        os: [ debian11, debian12 ]
         # The list under "include" defines some properties for each group:
         #
         # repos: the name of the group. It must exist in matrix.repos as
@@ -65,7 +66,7 @@ jobs:
     # tool-kits for the building, such as clang-tidy and cvmfs. For more
     # information, please visit the Docker repository at Dockerhub.
     container: 
-      image: yanzhaowang/cvmfs_clang:latest
+      image: yanzhaowang/cvmfs_clang:${{ matrix.os }}
       volumes:
         - /tmp:/cvmfs
       env:
diff --git a/.github/workflows/maindeb10.yml b/.github/workflows/maindeb10.yml
new file mode 100644
index 00000000..89bcbddf
--- /dev/null
+++ b/.github/workflows/maindeb10.yml
@@ -0,0 +1,154 @@
+# This is the main CI workflow for pull requests to the sofia dev branch
+# See the CI workflow developed for R3BRoot for more details
+# SPDX-License-Identifier: LGPL-3.0-or-later
+
+name: CI-CD
+
+# Controls when the action will run. 
+on:
+  # Triggers the workflow in case of a push or pull request events (but only for
+  # the dev branch)
+  push:
+    branches: [ dev ]
+  pull_request:
+    branches: [ dev ]
+
+  # Allows you to run this workflow manually from the Actions tab
+  workflow_dispatch:
+  schedule:
+    - cron: "0 22 * * 2,5"    # Runs at 22:00 UTC
+  
+
+# A workflow run is made up of one or more jobs that can run sequentially or
+# parallelly. As has been specified above, all the jobs below will be
+# triggered either by a pull request or a merge of a pull request.
+jobs:
+  build-test:
+    runs-on: ubuntu-latest
+    # A strategy matrix gives different settings separately to different jobs
+    # which are run parallelly.
+    strategy:
+      # If fail-fast is true, all jobs running parallelly will be stopped if
+      # any of them fail. By setting it to false, all jobs will be run
+      # undisruptively.
+      fail-fast: false
+      # Definition of the strategy matrix
+      matrix:
+        # Here are the groups of repositories that need to be downloaded inside
+        # r3broot. Each group is used by only one job.
+        repos: [ sofia ]
+        os: [ debian10 ]
+        # The list under "include" defines some properties for each group:
+        #
+        # repos: the name of the group. It must exist in matrix.repos as
+        # defined above.
+        #
+        # cache: the name of the cache file that will be created/used for the
+        # job. Each group can have their own cache file. But the total size of
+        # the cache files are limited to 10 GB per project. Therefore, the
+        # number of caches should be kept to a minimum. If there isn't too
+        # much difference between glad-tpc and the base r3broot, the cache file
+        # generated from r3broot build can be used.
+        #
+        # skip-save: whether to save the cache or not. Cache saving is disabled
+        # when true. This is neccessary when two parellel jobs share one cache
+        # name.
+        #
+        # url: the github repository urls that need to be downloaded during the
+        # run
+        include:
+          # This job is only for testing R3BRoot without downloading any
+          # dependencies.
+          - repos: sofia
+            cache: sofia
+
+    # Jobs are run inside a Docker container, which provides different compiled
+    # tool-kits for the building, such as clang-tidy and cvmfs. For more
+    # information, please visit the Docker repository at Dockerhub.
+    container: 
+      image: yanzhaowang/cvmfs_clang:latest
+      volumes:
+        - /tmp:/cvmfs
+      env:
+        CVMDIR: /cvmfs/fairsoft.gsi.de
+        # Specifying the number of threads available for the building and
+        # testing. Github hosted runners can have at most 4 cores. The number
+        # of the cores can be increased with a larger runner, thus increasing
+        # the speed of the run.
+        NUM_THREADS: 4
+      # Options for the Docker container to be run with cvmfs.
+      options: --user root --privileged  --ulimit nofile=10000:10000 --cap-add SYS_ADMIN --device /dev/fuse
+
+    # Each job contains different steps that are executed sequentially. Each
+    # step could be multiple shell commands or a composite action either from
+    # another github repo or a self-defined one in .github/actions.
+    steps:
+      # Fetch updates from pull request branches using a public github action.
+      - uses: actions/checkout@v4
+        with:
+          # This allows all commits of all branches to be fetched.
+          fetch-depth: 0
+
+      # A self-defined composite action. It sets multiple necessary environment
+      # variables and mounts the cmvfs folder of fairroot and fairsoft.
+      - name: pre-build
+        uses: './.github/actions/pre-build'
+
+      # A self-defined composite action, which restores the caches of
+      # dependencies and builds and install them if the cache doesn't exist.
+      # The two inputs for this action, r3b-dev-key and cache-name, determine
+      # the name (key) of the R3BRoot build cache being used in the the run.
+      # Its name is defined as
+      # "r3b-build-${cache-name}-${r3b-dev-key}". Apart from r3b build cache,
+      # there is another cache called "r3b-build-deps", which contains all
+      # dependencies for the R3BRoot build, such as googletest and ucesb. The
+      # cache restoring step is only used for the run triggered with
+      # "pull_request" and disabled for the merge event.
+      - name: install dependencies
+        id: restore-cache
+        uses: './.github/actions/install-deps'
+        with: 
+          cache-name: ${{ matrix.cache }}
+          r3b-dev-key: ${{ env.cacheSHA }}
+
+      # A self-defined composite action for the cmake configuration and build
+      # of r3broot (along with necessary dep repos).
+      - name: configure-build-sofia
+        run: |
+          git clone https://github.com/R3BRootGroup/R3BRoot.git
+          cd ..
+          mv sofia/R3BRoot .
+          mv sofia R3BRoot
+          mv R3BRoot sofia
+          cd sofia
+          git clone https://github.com/R3BRootGroup/macros.git
+          mv sofia/ucesb .
+          cmake . -B build -C cmake/CI_CD/configure_options.cmake -DBUILD_GEOMETRY=OFF
+          cd build
+          make -j ${NUM_THREADS}
+
+      # A self-defined composite action to perform the ctest and push the
+      # results to the cdash (cmake-dashborad). To fully show the errors and
+      # warnings during the configure and build processes, the two processes
+      # are rerun after 'make clean'.
+      - name: ctest-cdash
+        if: always()
+        uses: './.github/actions/ctest-cdash'
+        with:
+          repo: ${{ matrix.repos }}
+
+      # A composite action to save the ccaahe created from the merge events.
+      # Cache names (key) should be consistent with the names used in the
+      # cache restoring step.
+      - name: save-cache
+        if: github.event_name == 'push' && matrix.skip-save != true
+        id: save-cache
+        uses: './.github/actions/cache-save'
+        with: 
+          cache-name: ${{ matrix.cache }}
+          r3b-dev-key: ${{ env.cacheSHA }}
+
+      # Show the cache hit rate from ccache.
+      - name: ccache stats
+        if: github.event_name == 'pull_request' && always()
+        run: ccache --show-stats
diff --git a/.zenodo.json b/.zenodo.json
index 0a8a3a9b..150fe1d8 100644
--- a/.zenodo.json
+++ b/.zenodo.json
@@ -4,7 +4,7 @@
     "related_identifiers": [
         {
             "identifier": "https://github.com/FairRootGroup/FairSoft/",
-            "relation": "isDerivedFrom",
+            "relation": "isCompiledBy",
             "resource_type": "software",
             "scheme": "url"
         },
@@ -22,7 +22,7 @@
         },
         {
             "identifier": "https://gitlab.com/chalmers-subexp/ucesb/",
-            "relation": "isRelatedTo",
+            "relation": "isSupplementedBy",
             "resource_type": "software",
             "scheme": "url"
         },