diff --git a/.github/workflows/multiplatform-build-test.yml b/.github/workflows/multiplatform-build-test.yml
index a4009cfc52..b730bd021d 100644
--- a/.github/workflows/multiplatform-build-test.yml
+++ b/.github/workflows/multiplatform-build-test.yml
@@ -9,118 +9,206 @@ jobs:
   ubuntu-2004-build-test:
     name: ubuntu-20.04
     runs-on: ubuntu-20.04
+    defaults:
+      run:
+        shell: bash
     env:
       CC: gcc-11
       CXX: g++-11
     steps:
       - uses: actions/checkout@v3
+        continue-on-error: true
 
       - name: Install packages
+        continue-on-error: true
         run: |
           sudo apt-get update
           sudo apt-get install -y build-essential manpages-dev software-properties-common
           sudo add-apt-repository -y ppa:ubuntu-toolchain-r/test
           sudo apt-get update
-          sudo apt-get install -y gcc-11 g++-11 python3.9
+          sudo apt-get install -y gcc-11 g++-11
+
+      - uses: actions/setup-python@v5
+        continue-on-error: true
+        with:
+          python-version: "3.11"
 
       - name: Ensure Python dependencies
+        continue-on-error: true
         run: |
           pip install torch~=2.0.0 --extra-index-url https://download.pytorch.org/whl/cpu
           pip install --user -r tools/python_api/requirements_dev.txt -f https://data.pyg.org/whl/torch-2.0.0+cpu.html
-          pip install --user backports.zoneinfo
 
       - name: Ensure Node.js dependencies
+        continue-on-error: true
         working-directory: tools/nodejs_api
         run: npm install --include=dev
 
       - name: Build
-        run: make release NUM_THREADS=$(nproc)
+        continue-on-error: true
+        run: |
+          make release NUM_THREADS=$(nproc)
+          echo "Build,$?" > status.txt
 
       - name: Test
-        run: make test NUM_THREADS=$(nproc)
+        continue-on-error: true
+        run: |
+          make test NUM_THREADS=$(nproc)
+          echo "Test,$?" >> status.txt
 
       - name: C and C++ examples
-        run: make example NUM_THREADS=$(nproc)
+        continue-on-error: true
+        run: |
+          make example NUM_THREADS=$(nproc)
+          echo "C and C++ examples,$?" >> status.txt
 
       - name: Python test
-        run: make pytest NUM_THREADS=$(nproc)
+        continue-on-error: true
+        run: |
+          make pytest NUM_THREADS=$(nproc)
+          echo "Python test,$?" >> status.txt
 
       - name: Node.js test
-        run: make nodejstest NUM_THREADS=$(nproc)
+        continue-on-error: true
+        run: |
+          make nodejstest NUM_THREADS=$(nproc)
+          echo "Node.js test,$?" >> status.txt
 
       - name: Java test
-        run: make javatest NUM_THREADS=$(nproc)
+        continue-on-error: true
+        run: |
+          make javatest NUM_THREADS=$(nproc)
+          echo "Java test,$?" >> status.txt
 
       - name: Rust share build
+        continue-on-error: true
         run: echo $'[workspace]\nmembers = ["tools/rust_api","examples/rust"]' > Cargo.toml
 
       - name: Rust set env
+        continue-on-error: true
         run: echo "CARGO_BUILD_JOBS=$(nproc)" >> $GITHUB_ENV
 
       - name: Rust test
+        continue-on-error: true
         working-directory: tools/rust_api
         run: |
           cargo test --release --features arrow -- --test-threads=1
+          echo "Rust test,$?" >> ../../status.txt
 
       - name: Rust example
+        continue-on-error: true
         working-directory: examples/rust
-        run: cargo build --release --features arrow
+        run: |
+          cargo build --release --features arrow
+          echo "Rust example,$?" >> ../../status.txt
+
+      - name: Rename status.txt
+        continue-on-error: true
+        run: mv status.txt ubuntu-20.04.csv
+
+      - uses: actions/upload-artifact@v4
+        continue-on-error: true
+        with:
+          name: ubuntu-20.04
+          path: ubuntu-20.04.csv
 
   macos-build-test:
     strategy:
       matrix:
-        runner: [macos-12, macos-13]
+        runner: [macos-13, macos-14]
       fail-fast: false
     name: ${{ matrix.runner }}
     runs-on: ${{ matrix.runner }}
+    defaults:
+      run:
+        shell: bash
     steps:
       - uses: actions/checkout@v3
+        continue-on-error: true
 
       - uses: actions/setup-python@v4
+        continue-on-error: true
         with:
           python-version: "3.10"
 
       - name: Ensure Python dependencies
+        continue-on-error: true
         run: |
           pip install torch~=2.0.0 --extra-index-url https://download.pytorch.org/whl/cpu
           pip install --user -r tools/python_api/requirements_dev.txt -f https://data.pyg.org/whl/torch-2.0.0+cpu.html
 
       - name: Ensure Node.js dependencies
+        continue-on-error: true
         working-directory: tools/nodejs_api
         run: npm install --include=dev
 
       - name: Build
-        run: make release NUM_THREADS=$(sysctl -n hw.physicalcpu)
+        continue-on-error: true
+        run: |
+          make release NUM_THREADS=$(sysctl -n hw.physicalcpu)
+          echo "Build,$?" > status.txt
 
       - name: Test
-        run: make test NUM_THREADS=$(sysctl -n hw.physicalcpu)
+        continue-on-error: true
+        run: |
+          make test NUM_THREADS=$(sysctl -n hw.physicalcpu)
+          echo "Test,$?" >> status.txt
 
       - name: C and C++ examples
-        run: make example NUM_THREADS=$(sysctl -n hw.physicalcpu)
+        continue-on-error: true
+        run: |
+          make example NUM_THREADS=$(sysctl -n hw.physicalcpu)
+          echo "C and C++ examples,$?" >> status.txt
 
       - name: Python test
-        run: make pytest NUM_THREADS=$(sysctl -n hw.physicalcpu)
+        continue-on-error: true
+        run: |
+          make pytest NUM_THREADS=$(sysctl -n hw.physicalcpu)
+          echo "Python test,$?" >> status.txt
 
       - name: Node.js test
-        run: make nodejstest NUM_THREADS=$(sysctl -n hw.physicalcpu)
+        continue-on-error: true
+        run: |
+          make nodejstest NUM_THREADS=$(sysctl -n hw.physicalcpu)
+          echo "Node.js test,$?" >> status.txt
 
       - name: Java test
-        run: make javatest NUM_THREADS=$(sysctl -n hw.physicalcpu)
+        continue-on-error: true
+        run: |
+          make javatest NUM_THREADS=$(sysctl -n hw.physicalcpu)
+          echo "Java test,$?" >> status.txt
 
       - name: Rust share build
+        continue-on-error: true
         run: echo $'[workspace]\nmembers = ["tools/rust_api","examples/rust"]' > Cargo.toml
 
       - name: Rust set env
+        continue-on-error: true
         run: echo "CARGO_BUILD_JOBS=$(sysctl -n hw.physicalcpu)" >> $GITHUB_ENV
 
       - name: Rust test
+        continue-on-error: true
         working-directory: tools/rust_api
         run: |
           cargo test --release --features arrow -- --test-threads=1
+          echo "Rust test,$?" >> ../../status.txt
 
       - name: Rust example
+        continue-on-error: true
         working-directory: examples/rust
-        run: cargo build --release --features arrow
+        run: |
+          cargo build --release --features arrow
+          echo "Rust example,$?" >> ../../status.txt
+
+      - name: Rename status.txt
+        continue-on-error: true
+        run: mv status.txt ${{ matrix.runner }}.csv
+
+      - uses: actions/upload-artifact@v4
+        continue-on-error: true
+        with:
+          name: ${{ matrix.runner }}
+          path: ${{ matrix.runner }}.csv
 
   windows-build-test:
     strategy:
@@ -131,6 +219,7 @@ jobs:
     runs-on: ${{ matrix.runner }}
     steps:
       - name: Disable Windows Defender
+        continue-on-error: true
         shell: powershell
         run: |
           Set-MpPreference -DisableRealtimeMonitoring $true
@@ -145,53 +234,78 @@ jobs:
           Set-MpPreference -SubmitSamplesConsent NeverSend
 
       - uses: actions/checkout@v3
+        continue-on-error: true
 
       - uses: ilammy/msvc-dev-cmd@v1
+        continue-on-error: true
 
       - uses: actions/setup-python@v4
+        continue-on-error: true
         with:
           python-version: "3.10"
 
       - name: Ensure Python dependencies
+        continue-on-error: true
         shell: cmd
         run: |
           pip install torch~=2.0.0 --extra-index-url https://download.pytorch.org/whl/cpu
           pip install --user -r tools\python_api\requirements_dev.txt -f https://data.pyg.org/whl/torch-2.0.0+cpu.html
 
       - name: Ensure Node.js dependencies
+        continue-on-error: true
         shell: cmd
         working-directory: .\tools\nodejs_api
         run: npm install --include=dev
 
       - name: Build
+        continue-on-error: true
         shell: cmd
-        run: make release NUM_THREADS=%NUMBER_OF_PROCESSORS%
+        run: |
+          make release NUM_THREADS=%NUMBER_OF_PROCESSORS%
+          echo Build,%ERRORLEVEL% > status.txt
 
       - name: Test
+        continue-on-error: true
         shell: cmd
-        run: make test NUM_THREADS=%NUMBER_OF_PROCESSORS%
+        run: |
+          make test NUM_THREADS=%NUMBER_OF_PROCESSORS%
+          echo Test,%ERRORLEVEL% >> status.txt
 
       - name: C and C++ examples
+        continue-on-error: true
         shell: cmd
-        run: make example NUM_THREADS=%NUMBER_OF_PROCESSORS%
+        run: |
+          make example NUM_THREADS=%NUMBER_OF_PROCESSORS%
+          echo C and C++ examples,%ERRORLEVEL% >> status.txt
 
       - name: Python test
+        continue-on-error: true
         shell: cmd
-        run: make pytest NUM_THREADS=%NUMBER_OF_PROCESSORS%
+        run: |
+          make pytest NUM_THREADS=%NUMBER_OF_PROCESSORS%
+          echo Python test,%ERRORLEVEL% >> status.txt
 
       - name: Node.js test
+        continue-on-error: true
         shell: cmd
-        run: make nodejstest NUM_THREADS=%NUMBER_OF_PROCESSORS%
+        run: |
+          make nodejstest NUM_THREADS=%NUMBER_OF_PROCESSORS%
+          echo Node.js test,%ERRORLEVEL% >> status.txt
 
       - name: Java test
+        continue-on-error: true
         shell: cmd
-        run: make javatest NUM_THREADS=%NUMBER_OF_PROCESSORS%
+        run: |
+          make javatest NUM_THREADS=%NUMBER_OF_PROCESSORS%
+          echo Java test,%ERRORLEVEL% >> status.txt
 
       - name: Rust share build
+        continue-on-error: true
         shell: cmd
         run: (echo [workspace]& echo members = ["tools/rust_api","examples/rust"]) > Cargo.toml
 
       - name: Rust test
+        continue-on-error: true
         shell: cmd
         run: |
           make clean
@@ -199,12 +313,27 @@ jobs:
           set CXXFLAGS=/std:c++20
           set CARGO_BUILD_JOBS=%NUMBER_OF_PROCESSORS%
           cargo test --release --features arrow -- --test-threads=1
+          echo Rust test,%ERRORLEVEL% >> status.txt
 
       - name: Rust example
+        continue-on-error: true
         shell: cmd
         run: |
           set CARGO_BUILD_JOBS=%NUMBER_OF_PROCESSORS%
           cargo build --release --features arrow
+          echo Rust example,%ERRORLEVEL% >> status.txt
+
+      - name: Rename status.txt
+        continue-on-error: true
+        shell: cmd
+        run: |
+          rename status.txt ${{ matrix.runner }}.csv
+
+      - uses: actions/upload-artifact@v4
+        continue-on-error: true
+        with:
+          name: ${{ matrix.runner }}
+          path: ${{ matrix.runner }}.csv
 
   debian-ubuntu-build-test:
     strategy:
@@ -221,6 +350,7 @@ jobs:
       JAVA_HOME: /usr/lib/jvm/java-17-openjdk-amd64
     steps:
       - name: Install packages
+        continue-on-error: true
         run: |
           apt-get update
           apt-get install -y ca-certificates curl gnupg
@@ -231,59 +361,101 @@ jobs:
           apt-get install -y git build-essential cmake gcc g++ python3 python3-dev python3-pip openjdk-17-jdk nodejs
 
       - uses: actions/checkout@v3
+        continue-on-error: true
 
       - name: Ensure Python dependencies
+        continue-on-error: true
         run: |
           pip install torch~=2.0.0 --extra-index-url https://download.pytorch.org/whl/cpu ${{ matrix.image != 'debian:11' && '--break-system-packages' || '' }}
           pip install --user -r tools/python_api/requirements_dev.txt -f https://data.pyg.org/whl/torch-2.0.0+cpu.html ${{ matrix.image != 'debian:11' && '--break-system-packages' || '' }}
 
       - name: Ensure Node.js dependencies
         working-directory: tools/nodejs_api
+        continue-on-error: true
         run: npm install --include=dev
 
       - name: Install Rust
+        continue-on-error: true
         run: |
           curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y --no-update-default-toolchain
           echo "$HOME/.cargo/bin" >> $GITHUB_PATH
-          $HOME/.cargo/bin/rustup toolchain install 1.67
+          $HOME/.cargo/bin/rustup toolchain install 1.76
 
       - name: Build
-        run: make release NUM_THREADS=$(nproc)
+        continue-on-error: true
+        run: |
+          make release NUM_THREADS=$(nproc)
+          echo "Build,$?" > status.txt
 
       - name: Test
-        run: make test NUM_THREADS=$(nproc)
+        continue-on-error: true
+        run: |
+          make test NUM_THREADS=$(nproc)
+          echo "Test,$?" >> status.txt
 
       - name: C and C++ examples
-        run: make example NUM_THREADS=$(nproc)
+        continue-on-error: true
+        run: |
+          make example NUM_THREADS=$(nproc)
+          echo "C and C++ examples,$?" >> status.txt
 
       - name: Python test
-        run: make pytest NUM_THREADS=$(nproc)
+        continue-on-error: true
+        run: |
+          make pytest NUM_THREADS=$(nproc)
+          echo "Python test,$?" >> status.txt
 
       - name: Node.js test
-        run: make nodejstest NUM_THREADS=$(nproc)
+        continue-on-error: true
+        run: |
+          make nodejstest NUM_THREADS=$(nproc)
+          echo "Node.js test,$?" >> status.txt
 
       - name: Java test
-        run: make javatest NUM_THREADS=$(nproc)
+        continue-on-error: true
+        run: |
+          make javatest NUM_THREADS=$(nproc)
+          echo "Java test,$?" >> status.txt
 
       - name: Rust share build
+        continue-on-error: true
         run: echo '[workspace]\nmembers = ["tools/rust_api","examples/rust"]' > Cargo.toml
 
       - name: Rust set env
+        continue-on-error: true
         run: echo "CARGO_BUILD_JOBS=$(nproc)" >> $GITHUB_ENV
 
       - name: Rust test
+        continue-on-error: true
         working-directory: tools/rust_api
         run: |
           cargo test --release --features arrow -- --test-threads=1
+          echo "Rust test,$?" >> ../../status.txt
 
       - name: Rust example
+        continue-on-error: true
         working-directory: examples/rust
-        run: cargo build --release --features arrow
+        run: |
+          cargo build --release --features arrow
+          echo "Rust example,$?" >> ../../status.txt
+
+      - name: Rename status.txt
+        continue-on-error: true
+        run: |
+          PLATFORM=$(echo ${{ matrix.image }} | tr ':' '-')
+          echo "PLATFORM=$PLATFORM" >> $GITHUB_ENV
+          mv status.txt $PLATFORM.csv
+
+      - uses: actions/upload-artifact@v4
+        continue-on-error: true
+        with:
+          name: ${{env.PLATFORM}}
+          path: ${{env.PLATFORM}}.csv
 
-  rhel-fedora-build-test:
+  rhel-fedora-build-test: 
     strategy:
       matrix:
-        image: ["rockylinux:8", "rockylinux:9", "fedora:38"]
+        image: ["rockylinux:8", "rockylinux:9", "fedora:38", "fedora:39"]
       fail-fast: false
     name: ${{ matrix.image }}
     runs-on: ubuntu-latest
@@ -296,6 +468,7 @@ jobs:
       HOME: /root
     steps:
       - name: Enable EPEL
+        continue-on-error: true
         if: ${{ matrix.image == 'rockylinux:8' || matrix.image ==  'rockylinux:9' }}
         run: |
           dnf update -y
@@ -303,150 +476,121 @@ jobs:
           dnf update -y
 
       - name: Enable SHA-1 on Rocky Linux 9
+        continue-on-error: true
         if: matrix.image == 'rockylinux:9'
         run: update-crypto-policies --set LEGACY
 
       - name: Install packages
+        continue-on-error: true
         run: |
           curl -fsSL https://rpm.nodesource.com/setup_20.x | bash -
-          dnf install -y git cmake ${{ matrix.image == 'rockylinux:8' && 'gcc-toolset-12 python39 python39-devel' || 'gcc gcc-c++ python3-devel' }} java-17-openjdk-devel nodejs
+          dnf install -y git cmake ${{ matrix.image == 'rockylinux:8' && 'gcc-toolset-12 python3.11 python3.11-devel' || 'gcc gcc-c++ python3-devel' }} java-17-openjdk-devel nodejs
 
-      - name: Enable gcc-toolset-12 and python39 on Rocky Linux 8
+      - name: Enable gcc-toolset-12 and python3.11 on Rocky Linux 8
+        continue-on-error: true
         if: matrix.image == 'rockylinux:8'
         run: |
-          alternatives --set python /usr/bin/python3.9
-          alternatives --set python3 /usr/bin/python3.9
-          echo "PYTHON_EXECUTABLE=/usr/bin/python3.9" >> $GITHUB_ENV
-          echo "PYBIND11_PYTHON_VERSION=3.9" >> $GITHUB_ENV
+          alternatives --set python /usr/bin/python3.11
+          alternatives --set python3 /usr/bin/python3.11
+          echo "PYTHON_EXECUTABLE=/usr/bin/python3.11" >> $GITHUB_ENV
+          echo "PYBIND11_PYTHON_VERSION=3.11" >> $GITHUB_ENV
           source /opt/rh/gcc-toolset-12/enable
           echo $PATH >> $GITHUB_PATH
 
       - uses: actions/checkout@v3
+        continue-on-error: true
 
       - name: Ensure Python dependencies
+        continue-on-error: true
         run: |
           python3 -m venv /opt/venv
           source /opt/venv/bin/activate
-          pip3 install torch~=2.0.0 --extra-index-url https://download.pytorch.org/whl/cpu
-          pip3 install -r tools/python_api/requirements_dev.txt -f https://data.pyg.org/whl/torch-2.0.0+cpu.html
+          pip3 install torch~=2.2.1 --extra-index-url https://download.pytorch.org/whl/cpu
+          pip3 install -r tools/python_api/requirements_dev.txt -f https://data.pyg.org/whl/torch-2.2.1+cpu.html
 
       - name: Ensure Node.js dependencies
+        continue-on-error: true
         working-directory: tools/nodejs_api
         run: npm install --include=dev
 
       - name: Install Rust
+        continue-on-error: true
         run: |
           curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y --no-update-default-toolchain
           echo "$HOME/.cargo/bin" >> $GITHUB_PATH
-          $HOME/.cargo/bin/rustup toolchain install 1.67
+          $HOME/.cargo/bin/rustup toolchain install 1.76
 
       - name: Build
-        run: make release NUM_THREADS=$(nproc)
+        continue-on-error: true
+        run: |
+          make release NUM_THREADS=$(nproc)
+          echo "Build,$?" > status.txt
 
       - name: Test
-        run: make test NUM_THREADS=$(nproc)
+        continue-on-error: true
+        run: |
+          make test NUM_THREADS=$(nproc)
+          echo "Test,$?" >> status.txt
 
       - name: C and C++ examples
-        run: make example NUM_THREADS=$(nproc)
+        continue-on-error: true
+        run: |
+          make example NUM_THREADS=$(nproc)
+          echo "C and C++ examples,$?" >> status.txt
 
       - name: Python test
+        continue-on-error: true
         run: |
           source /opt/venv/bin/activate
           make pytest NUM_THREADS=$(nproc)
+          echo "Python test,$?" >> status.txt
 
       - name: Node.js test
-        run: make nodejstest NUM_THREADS=$(nproc)
+        continue-on-error: true
+        run: |
+          make nodejstest NUM_THREADS=$(nproc)
+          echo "Node.js test,$?" >> status.txt
 
       - name: Java test
-        run: make javatest NUM_THREADS=$(nproc)
+        continue-on-error: true
+        run: |
+          make javatest NUM_THREADS=$(nproc)
+          echo "Java test,$?" >> status.txt
 
       - name: Rust share build
+        continue-on-error: true
         run: echo $'[workspace]\nmembers = ["tools/rust_api","examples/rust"]' > Cargo.toml
 
       - name: Rust set env
+        continue-on-error: true
         run: echo "CARGO_BUILD_JOBS=$(nproc)" >> $GITHUB_ENV
 
       - name: Rust test
+        continue-on-error: true
         working-directory: tools/rust_api
         run: |
           cargo test --release --features arrow -- --test-threads=1
+          echo "Rust test,$?" >> ../../status.txt
 
       - name: Rust example
+        continue-on-error: true
         working-directory: examples/rust
-        run: cargo build --release --features arrow
-
-  centos-7-build-test:
-    name: centos-7
-    runs-on: ubuntu-latest
-    container:
-      image: quay.io/pypa/manylinux2014_x86_64
-    env:
-      CC: gcc
-      CXX: g++
-      PYBIND11_PYTHON_VERSION: 3.10
-      PYTHON_EXECUTABLE: /usr/local/bin/python3.10
-      JAVA_HOME: /usr/lib/jvm/java-11-openjdk
-    steps:
-      - name: Install packages
-        run: |
-          yum update -y
-          yum install -y npm java-11-openjdk-devel devtoolset-11
-
-      - name: Enable gcc-toolset-11
         run: |
-          source /opt/rh/devtoolset-11/enable
-          echo $PATH >> $GITHUB_PATH
-
-      - uses: actions/checkout@v3
-
-      - name: Ensure Python dependencies
-        run: |
-          ln -s /usr/local/bin/python3.10 /usr/bin/python3
-          python3 -m pip install torch~=2.0.0 --extra-index-url https://download.pytorch.org/whl/cpu
-          python3 -m pip install --user -r tools/python_api/requirements_dev.txt -f https://data.pyg.org/whl/torch-2.0.0+cpu.html
-
-      - name: Ensure Node.js dependencies
-        working-directory: tools/nodejs_api
-        run: npm install --include=dev
-
-      - name: Install Rust
-        run: |
-          curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y --no-update-default-toolchain
-          echo "$HOME/.cargo/bin" >> $GITHUB_PATH
-          $HOME/.cargo/bin/rustup toolchain install 1.67
-
-      - name: Build
-        run: make release NUM_THREADS=$(nproc)
-
-      - name: Test
-        run: make test NUM_THREADS=$(nproc)
-
-      - name: C and C++ examples
-        run: make example NUM_THREADS=$(nproc)
-
-      - name: Python test
-        run: make pytest NUM_THREADS=$(nproc)
-
-      - name: Node.js test
-        run: make nodejstest NUM_THREADS=$(nproc)
-
-      - name: Java test
-        run: make javatest NUM_THREADS=$(nproc)
-
-      - name: Rust share build
-        run: echo $'[workspace]\nmembers = ["tools/rust_api","examples/rust"]' > Cargo.toml
-
-      - name: Rust set env
-        run: echo "CARGO_BUILD_JOBS=$(nproc)" >> $GITHUB_ENV
+          cargo build --release --features arrow
+          echo "Rust example,$?" >> ../../status.txt
 
-      - name: Rust test
-        working-directory: tools/rust_api
+      - name: Rename status.txt
+        continue-on-error: true
         run: |
-          cargo test --release --features arrow -- --test-threads=1
+          PLATFORM=$(echo ${{ matrix.image }} | tr ':' '-')
+          echo "PLATFORM=$PLATFORM" >> $GITHUB_ENV
+          mv status.txt $PLATFORM.csv
 
-      - name: Rust example
-        working-directory: examples/rust
-        run: cargo build --release --features arrow
+      - uses: actions/upload-artifact@v4
+        continue-on-error: true
+        with:
+          name: ${{env.PLATFORM}}
+          path: ${{env.PLATFORM}}.csv
 
   archlinux-build-test:
     name: archlinux
@@ -459,56 +603,135 @@ jobs:
       JAVA_HOME: /usr/lib/jvm/java-17-openjdk
     steps:
       - name: Install packages
+        continue-on-error: true
         run: |
           pacman -Syu --noconfirm
           pacman -S --needed --noconfirm git base-devel cmake gcc python python-pip npm jdk17-openjdk
 
       - uses: actions/checkout@v3
+        continue-on-error: true
 
       - name: Ensure Python dependencies
+        continue-on-error: true
         run: |
           pip install torch~=2.0.0 --extra-index-url https://download.pytorch.org/whl/cpu --break-system-packages
           pip install --user -r tools/python_api/requirements_dev.txt -f https://data.pyg.org/whl/torch-2.0.0+cpu.html --break-system-packages
 
       - name: Ensure Node.js dependencies
+        continue-on-error: true
         working-directory: tools/nodejs_api
         run: npm install --include=dev
 
       - name: Install Rust
+        continue-on-error: true
         run: |
           curl --proto '=https' --tlsv1.2 -sSf https://sh.rustup.rs | sh -s -- -y --no-update-default-toolchain
           echo "$HOME/.cargo/bin" >> $GITHUB_PATH
-          $HOME/.cargo/bin/rustup toolchain install 1.67
+          $HOME/.cargo/bin/rustup toolchain install 1.76
 
       - name: Build
-        run: make release NUM_THREADS=$(nproc)
+        continue-on-error: true
+        run: |
+          make release NUM_THREADS=$(nproc)
+          echo "Build,$?" > status.txt
 
       - name: Test
-        run: make test NUM_THREADS=$(nproc)
+        continue-on-error: true
+        run: |
+          make test NUM_THREADS=$(nproc)
+          echo "Test,$?" >> status.txt
 
       - name: C and C++ examples
-        run: make example NUM_THREADS=$(nproc)
+        continue-on-error: true
+        run: |
+          make example NUM_THREADS=$(nproc)
+          echo "C and C++ examples,$?" >> status.txt
 
       - name: Python test
-        run: make pytest NUM_THREADS=$(nproc)
+        continue-on-error: true
+        run: |
+          make pytest NUM_THREADS=$(nproc)
+          echo "Python test,$?" >> status.txt
 
       - name: Node.js test
-        run: make nodejstest NUM_THREADS=$(nproc)
+        continue-on-error: true
+        run: |
+          make nodejstest NUM_THREADS=$(nproc)
+          echo "Node.js test,$?" >> status.txt
 
       - name: Java test
-        run: make javatest NUM_THREADS=$(nproc)
+        continue-on-error: true
+        run: |
+          make javatest NUM_THREADS=$(nproc)
+          echo "Java test,$?" >> status.txt
 
       - name: Rust share build
+        continue-on-error: true
         run: echo $'[workspace]\nmembers = ["tools/rust_api","examples/rust"]' > Cargo.toml
 
       - name: Rust set env
+        continue-on-error: true
         run: echo "CARGO_BUILD_JOBS=$(nproc)" >> $GITHUB_ENV
 
       - name: Rust test
         working-directory: tools/rust_api
+        continue-on-error: true
         run: |
           cargo test --release --features arrow -- --test-threads=1
+          echo "Rust test,$?" >> ../../status.txt
 
       - name: Rust example
         working-directory: examples/rust
-        run: cargo build --release --features arrow
+        continue-on-error: true
+        run: |
+          cargo build --release --features arrow
+          echo "Rust example,$?" >> ../../status.txt
+
+      - name: Rename status.txt
+        continue-on-error: true
+        run: |
+          mv status.txt archlinux.csv
+
+      - uses: actions/upload-artifact@v4
+        continue-on-error: true
+        with:
+          name: archlinux
+          path: archlinux.csv
+
+  collect-results:
+    runs-on: ubuntu-latest
+    env:
+      DISCORD_CHANNEL_ID: ${{ secrets.DISCORD_CHANNEL_ID }}
+      DISCORD_BOT_TOKEN: ${{ secrets.DISCORD_BOT_TOKEN }}
+      GITHUB_URL: ${{ github.server_url }}/${{ github.repository }}/actions/runs/${{ github.run_id }}
+    needs:
+      [
+        ubuntu-2004-build-test,
+        macos-build-test,
+        windows-build-test,
+        debian-ubuntu-build-test,
+        rhel-fedora-build-test,
+        archlinux-build-test,
+      ]
+    steps:
+      - uses: actions/checkout@v3
+
+      - name: Download artifacts
+        uses: actions/download-artifact@v4
+        with:
+          path: results
+
+      - name: List artifacts
+        run: ls -R results
+
+      - name: Create summary
+        run: |
+          pip3 install pandas tabulate discord.py
+          python3 scripts/multiplatform-test-helper/collect-results.py results
+          python3 scripts/multiplatform-test-helper/notify-discord.py results.json
+
+      - name: Upload summary
+        uses: actions/upload-artifact@v4
+        with:
+          name: results
+          path: results.md
diff --git a/scripts/multiplatform-test-helper/collect-results.py b/scripts/multiplatform-test-helper/collect-results.py
new file mode 100644
index 0000000000..968ed4a6b8
--- /dev/null
+++ b/scripts/multiplatform-test-helper/collect-results.py
@@ -0,0 +1,68 @@
+#!/usr/bin/env python3
+
+import os
+import sys
+import pandas as pd
+import json
+
+
+def main():
+    if len(sys.argv) != 2:
+        print("Usage: collect-results.py <results_dir>")
+        sys.exit(1)
+    if not os.path.isdir(sys.argv[1]):
+        print(f"Error: {sys.argv[1]} is not a directory")
+        sys.exit(1)
+    results_dir = sys.argv[1]
+    results_df_hash = {}
+    results_exit_codes_hash = {}
+    results_summary = {}
+    stages = []
+    for root, _, files in os.walk(results_dir):
+        for csv_file in files:
+            if not csv_file.endswith(".csv"):
+                continue
+            platform = csv_file.split(".")[0]
+            df = pd.read_csv(os.path.join(root, csv_file), header=None)
+            df.columns = ["stage", "exit_code"]
+            results_df_hash[platform] = df
+
+    for platform, df in results_df_hash.items():
+        for stage, exit_code in df.values:
+            if stage not in stages:
+                stages.append(stage)
+            if platform not in results_exit_codes_hash:
+                results_exit_codes_hash[platform] = {}
+            results_exit_codes_hash[platform][stage] = int(exit_code)
+
+    for platform in results_df_hash.keys():
+        results_summary[platform] = []
+        for stage in stages:
+            status = (
+                "✅"
+                if stage in results_exit_codes_hash[platform]
+                and results_exit_codes_hash[platform][stage] == 0
+                else "❌"
+            )
+            results_summary[platform].append({"stage": stage, "status": status})
+
+    summary_df = {"stage": stages}
+    for platform, summary in results_summary.items():
+        df = pd.DataFrame(summary)
+        status = df["status"]
+        summary_df[platform] = status
+    summary_df = pd.DataFrame(summary_df)
+    summary_df.index = summary_df["stage"]
+    del summary_df["stage"]
+    summary_df.index.name = None
+
+    markdown = summary_df.to_markdown()
+    with open("results.md", "w") as f:
+        f.write(markdown)
+
+    with open("results.json", "w") as f:
+        json.dump(results_summary, f, indent=4)
+
+
+if __name__ == "__main__":
+    main()
diff --git a/scripts/multiplatform-test-helper/notify-discord.py b/scripts/multiplatform-test-helper/notify-discord.py
new file mode 100644
index 0000000000..a5046b044e
--- /dev/null
+++ b/scripts/multiplatform-test-helper/notify-discord.py
@@ -0,0 +1,55 @@
+import discord
+import os
+import json
+import sys
+
+TOKEN = os.getenv("DISCORD_BOT_TOKEN")
+CHANNEL_ID = os.getenv("DISCORD_CHANNEL_ID")
+GITHUB_URL = os.getenv("GITHUB_URL")
+
+messages = []
+
+
+if __name__ == "__main__":
+    if not len(sys.argv) == 2:
+        print("Usage: python send-dicord-notification.py <result.json>")
+        sys.exit(1)
+    if not os.path.isfile(sys.argv[1]):
+        print(f"Error: {sys.argv[1]} is not a file")
+        sys.exit(1)
+    if not TOKEN:
+        print("Error: DISCORD_BOT_TOKEN is not set")
+        sys.exit(1)
+
+    if not CHANNEL_ID:
+        print("Error: DISCORD_CHANNEL_ID is not set")
+        sys.exit(1)
+    client = discord.Client(intents=discord.Intents.default())
+
+    @client.event
+    async def on_ready():
+        channel = client.get_channel(int(CHANNEL_ID))
+        for message in messages:
+            try:
+                await channel.send(message)
+            except Exception as e:
+                print(f"Error: {e}")
+                sys.exit(1)
+        await client.close()
+
+    message = ""
+    message += "## Multiplatform test result:\n"
+    with open(sys.argv[1], "r") as f:
+        result = json.load(f)
+        for platform in result:
+            if len(message) >= 1500:
+                messages.append(message)
+                message = ""
+            message += f"- **{platform}**:\n"
+            for r in result[platform]:
+                message += f"  - {r['stage']}: {r['status']}\n"
+    if GITHUB_URL:
+        message += f"  [Github]({GITHUB_URL})"
+    if message:
+        messages.append(message)
+    client.run(TOKEN)
diff --git a/tools/python_api/test/test_exception.py b/tools/python_api/test/test_exception.py
index 46f493f4ae..1d3dd14868 100644
--- a/tools/python_api/test/test_exception.py
+++ b/tools/python_api/test/test_exception.py
@@ -14,13 +14,13 @@ def test_exception(establish_connection):
 
 
 def test_db_path_exception():
-    path = '/:* /? " < > |'
+    path = ""
     if sys.platform == "win32":
         error_message = 'Failed to create directory'
     else:
         error_message = 'filesystem error'
     with pytest.raises(RuntimeError, match=error_message):
-        kuzu.Database(str(path))
+        kuzu.Database(path)
 
 def test_read_only_exception(establish_connection):
     # TODO: Enable this test on Windows when the read-only mode is implemented.