diff --git a/.github/workflows/testing.yml b/.github/workflows/testing.yml
index e67cba41f25bc..a2d495138e8c3 100644
--- a/.github/workflows/testing.yml
+++ b/.github/workflows/testing.yml
@@ -78,6 +78,101 @@ jobs:
             echo "run_job=false" >> $GITHUB_OUTPUT
           fi
 
+  check_static_analyzer:
+    name: Check Static Analyzer
+    runs-on: ubuntu-latest
+    needs: check_files
+    steps:
+      - uses: actions/checkout@v3
+        with:
+          submodules: 'recursive'
+          fetch-depth: '0'
+
+      - name: clang-tidy
+        run: |
+          if [[ ${{needs.check_files.outputs.run_job}} == false ]]; then
+            exit 0
+          fi
+          # https://docs.github.com/en/packages/managing-github-packages-using-github-actions-workflows/publishing-and-installing-a-package-with-github-actions#upgrading-a-workflow-that-accesses-ghcrio
+          echo $CR_PAT | docker login ghcr.io -u ${{ github.actor }} --password-stdin
+          docker pull ghcr.io/taichi-dev/taichidev-cpu-ubuntu18.04:v0.3.3
+          docker run -id --user dev --name check_clang_tidy ghcr.io/taichi-dev/taichidev-cpu-ubuntu18.04:v0.3.3 /bin/bash
+          tar -cf - ../${{ github.event.repository.name }} --mode u=+rwx,g=+rwx,o=+rwx --owner 1000 --group 1000 | docker cp - check_clang_tidy:/home/dev/
+          docker exec --user root check_clang_tidy apt-get update
+          docker exec --user root check_clang_tidy apt install -y clang-tidy-10 libx11-dev libxrandr-dev libxinerama-dev libxcursor-dev libxi-dev zlib1g-dev libglew-dev libglfw3-dev
+          docker exec --user dev check_clang_tidy /home/dev/taichi/.github/workflows/scripts/check_clang_tidy.sh "$CI_SETUP_CMAKE_ARGS"
+        env:
+          CR_PAT: ${{ secrets.GITHUB_TOKEN }}
+          CI_SETUP_CMAKE_ARGS: -DCMAKE_EXPORT_COMPILE_COMMANDS=ON -DTI_WITH_OPENGL:BOOL=ON -DTI_WITH_CC:BOOL=ON -DTI_WITH_VULKAN:BOOL=ON -DTI_BUILD_TESTS:BOOL=ON -DTI_WITH_BACKTRACE:BOOL=ON
+
+  build_and_test_cpu_mac:
+    name: Build and Test macos (CPU)
+    needs: check_files
+    timeout-minutes: ${{ github.event.schedule != '0 18 * * *' && 120 || 180 }}
+    strategy:
+      matrix:
+        include:
+          - os: macos-10.15
+            python: 3.7
+            with_cc: OFF
+            with_cpp_tests: ON
+            wanted_archs: 'cpu,vulkan'
+    runs-on:
+    - self-hosted
+    - ${{ matrix.os }}
+    env:
+      PY: ${{ matrix.python }}
+    steps:
+      - uses: actions/checkout@v3
+        with:
+          fetch-depth: '0'
+          submodules: 'recursive'
+
+      - name: Prepare Environment
+        run: |
+          . .github/workflows/scripts/common-utils.sh
+          prepare-build-cache
+        env:
+          CI_PLATFORM: macos
+
+      - name: Build & Install
+        if: needs.check_files.outputs.run_job == 'true'
+        run: |
+          # Use the molten-vk v1.1.10 downloaded from taichi assets
+          brew uninstall molten-vk -f
+          .github/workflows/scripts/build.py
+        env:
+          CXX: clang++
+          TAICHI_CMAKE_ARGS: >-
+            -DTI_WITH_OPENGL:BOOL=OFF
+            -DTI_WITH_CC:BOOL=${{ matrix.with_cc }}
+            -DTI_WITH_VULKAN:BOOL=ON
+            -DTI_WITH_C_API=ON
+            -DTI_WITH_BACKTRACE:BOOL=ON
+            -DTI_BUILD_TESTS:BOOL=${{ matrix.with_cpp_tests }}
+
+      # [DEBUG] Copy this step around to enable debugging inside Github Action instances.
+      #- name: Setup tmate session
+      #  uses: mxschmitt/action-tmate@v3
+      #  with:
+      #    limit-access-to-actor: true
+
+      - name: Test
+        id: test
+        if: needs.check_files.outputs.run_job == 'true'
+        run: .github/workflows/scripts/unix_test.sh
+        env:
+          TI_WANTED_ARCHS: ${{ matrix.wanted_archs }}
+          TI_SKIP_CPP_TESTS: Disabled because Vulkan is supported but not working on buildbot4
+
+      - name: Save wheel if test failed
+        if: failure() && steps.test.conclusion == 'failure'
+        uses: actions/upload-artifact@v3
+        with:
+          name: broken-wheel
+          path: dist/*
+          retention-days: 7
+
   build_and_test_gpu_linux:
     name: Build and Test (GPU)
     needs: check_files
@@ -121,6 +216,30 @@ jobs:
             -DTI_BUILD_TESTS:BOOL=ON
             -DTI_WITH_C_API=ON
 
+      - name: Check C-API Export Symbols
+        run: |
+          [[ ${{needs.check_files.outputs.run_job}} == false ]] && exit 0
+          . .github/workflows/scripts/common-utils.sh
+
+          ci-docker-run-gpu --name taichi-test-check-c-api-export-symbols \
+            registry.taichigraphics.com/taichidev-ubuntu18.04:v0.3.4 \
+            /home/dev/taichi/.github/workflows/scripts/aot-demo.sh check-c-api-export-symbols
+
+      - name: Test
+        id: test
+        run: |
+          [[ ${{needs.check_files.outputs.run_job}} == false ]] && exit 0
+          . .github/workflows/scripts/common-utils.sh
+
+          ci-docker-run-gpu --name taichi-test \
+             registry.taichigraphics.com/taichidev-ubuntu18.04:v0.3.4 \
+             /home/dev/taichi/.github/workflows/scripts/unix_test.sh
+        env:
+          PY: '3.8'
+          TI_WANTED_ARCHS: 'cc,cpu,cuda,vulkan,opengl'
+          TI_DEVICE_MEMORY_GB: '1'
+          TI_RUN_RELEASE_TESTS: '1'
+
       - name: Build & Run C-API Headless Demos (Desktop)
         run: |
           [[ ${{needs.check_files.outputs.run_job}} == false ]] && exit 0
@@ -133,6 +252,223 @@ jobs:
           PY: '3.8'
           TI_DEVICE_MEMORY_GB: '0.1'
 
+      - name: Save wheel if test failed
+        if: failure() && steps.test.conclusion == 'failure'
+        uses: actions/upload-artifact@v3
+        with:
+          name: broken-wheel
+          path: dist/*
+          retention-days: 7
+
+      - name: Save Bad Captures
+        if: failure() && steps.test.conclusion == 'failure'
+        uses: actions/upload-artifact@v3
+        with:
+          name: bad-captures
+          path: taichi-release-tests/bad-compare/*
+          retention-days: 7
+
+  build_and_test_amdgpu_linux:
+    name: Build and Test (AMDGPU)
+    needs: check_files
+    timeout-minutes: ${{ github.event.schedule != '0 18 * * *' && 90 || 120 }}
+    runs-on: [self-hosted, amdgpu]
+    steps:
+      - uses: actions/checkout@v3
+        with:
+          submodules: 'recursive'
+          fetch-depth: '0'
+
+      - name: Prepare Environment
+        run: |
+          . .github/workflows/scripts/common-utils.sh
+          prepare-build-cache
+          echo CI_DOCKER_RUN_EXTRA_ARGS="-v $(pwd):/home/dev/taichi" >> $GITHUB_ENV
+
+      - name: Build & Install
+        run: |
+          [[ ${{needs.check_files.outputs.run_job}} == false ]] && exit 0
+          . .github/workflows/scripts/common-utils.sh
+
+          ci-docker-run-amdgpu --name taichi-build \
+            registry.taichigraphics.com/taichidev-ubuntu18.04.amdgpu:v0.0.5 \
+            /home/dev/taichi/.github/workflows/scripts/build.py
+
+        env:
+          PY: '3.8'
+          PROJECT_NAME: taichi
+          TAICHI_CMAKE_ARGS: >-
+            -DTI_WITH_CUDA:BOOL=OFF
+            -DTI_WITH_VULKAN:BOOL=OFF
+            -DTI_WITH_OPENGL:BOOL=OFF
+            -DTI_BUILD_TESTS:BOOL=ON
+            -DTI_WITH_AMDGPU:BOOL=ON
+
+      - name: Test
+        id: test
+        run: |
+          [[ ${{needs.check_files.outputs.run_job}} == false ]] && exit 0
+          . .github/workflows/scripts/common-utils.sh
+
+          ci-docker-run-amdgpu --name taichi-test \
+             registry.taichigraphics.com/taichidev-ubuntu18.04.amdgpu:v0.0.5 \
+             /home/dev/taichi/.github/workflows/scripts/unix_test.sh
+        env:
+          PY: '3.8'
+          TI_WANTED_ARCHS: 'cpu,amdgpu'
+          TI_DEVICE_MEMORY_GB: '1'
+          TI_RUN_RELEASE_TESTS: '0'
+
+      - name: Save wheel if test failed
+        if: failure() && steps.test.conclusion == 'failure'
+        uses: actions/upload-artifact@v3
+        with:
+          name: broken-wheel
+          path: dist/*
+          retention-days: 7
+
+      - name: Save Bad Captures
+        if: failure() && steps.test.conclusion == 'failure'
+        uses: actions/upload-artifact@v3
+        with:
+          name: bad-captures
+          path: taichi-release-tests/bad-compare/*
+          retention-days: 7
+
+
+  build_and_test_windows:
+    name: Build and Test Windows
+    needs: check_files
+    strategy:
+      matrix:
+        include:
+          - os: windows-2019
+            llvmVer : '15'
+            archs: "cpu,cuda,opengl"
+            runsOn: [self-hosted, windows, cuda, OpenGL]
+    runs-on: ${{ matrix.runsOn }}
+    timeout-minutes: ${{ github.event.schedule != '0 18 * * *' && 90 || 180 }}
+    steps:
+      - uses: actions/checkout@v3
+        with:
+          fetch-depth: '0'
+          submodules: 'recursive'
+
+      - uses: actions/setup-python@v4
+        with:
+          python-version: 3.7
+
+      - name: Build
+        shell: pwsh
+        if: ${{ needs.check_files.outputs.run_job != 'false' }}
+        run: |
+          .\.github\workflows\scripts\win_build.ps1 -llvmVer ${{ matrix.llvmVer }} -installVulkan -libsDir "$env:LocalAppData/buildbot"
+        env:
+          PY: "3.7"
+          TAICHI_CMAKE_ARGS: >-
+            -DTI_WITH_OPENGL:BOOL=ON
+            -DTI_WITH_DX11:BOOL=ON
+            -DTI_WITH_DX12:BOOL=ON
+            -DTI_WITH_CC:BOOL=OFF
+            -DTI_BUILD_TESTS:BOOL=ON
+            -DTI_WITH_BACKTRACE=ON
+            -DTI_WITH_C_API=ON
+
+      - name: Test
+        id: test
+        shell: pwsh
+        if: ${{ needs.check_files.outputs.run_job != 'false' }}
+        run: |
+          .\.github\workflows\scripts\win_test.ps1 -libsDir "$env:LocalAppData/buildbot"
+        env:
+          PY: "3.7"
+          TI_WANTED_ARCHS: ${{ matrix.archs }}
+          TI_SKIP_VERSION_CHECK: ON
+          TI_DEVICE_MEMORY_GB: '1'
+          TI_RUN_RELEASE_TESTS: '1'
+
+      - name: Save wheel if test failed
+        if: failure() && steps.test.conclusion == 'failure'
+        uses: actions/upload-artifact@v3
+        with:
+          name: broken-wheel
+          path: dist/*
+          retention-days: 7
+
+  build_and_test_m1:
+    name: Build and Test (Apple M1)
+    needs: check_files
+    timeout-minutes: ${{ github.event.schedule != '0 18 * * *' && 60 || 120 }}
+    strategy:
+      matrix:
+        include:
+          - os: macos-latest
+            python: 3.8
+    defaults:
+      run:
+        # https://github.com/actions/runner/issues/805#issuecomment-844426478
+        shell: '/usr/bin/arch -arch arm64e /bin/bash --noprofile --norc -eo pipefail {0}'
+    runs-on: [self-hosted, m1]
+    steps:
+      - uses: actions/checkout@v3
+        with:
+          fetch-depth: '0'
+          submodules: 'recursive'
+
+      - name: Build
+        run: |
+          [[ ${{needs.check_files.outputs.run_job}} == false ]] && exit 0
+          . .github/workflows/scripts/common-utils.sh
+          prepare-build-cache
+          brew install molten-vk
+          brew install llvm@15
+          .github/workflows/scripts/build.py
+        env:
+          PY: ${{ matrix.python }}
+          CXX: clang++
+          TAICHI_CMAKE_ARGS: >-
+            -DTI_WITH_OPENGL:BOOL=OFF
+            -DTI_WITH_CUDA:BOOL=OFF
+            -DTI_WITH_CC:BOOL=OFF
+            -DTI_WITH_VULKAN:BOOL=ON
+            -DTI_BUILD_TESTS:BOOL=ON
+            -DTI_WITH_BACKTRACE:BOOL=ON
+            -DTI_WITH_C_API=ON
+
+      - name: Check C-API Export Symbols
+        run: |
+          [[ ${{needs.check_files.outputs.run_job}} == false ]] && exit 0
+          . .github/workflows/scripts/common-utils.sh
+
+          .github/workflows/scripts/aot-demo.sh check-c-api-export-symbols
+
+      - name: Test
+        id: test
+        run: |
+          [[ ${{needs.check_files.outputs.run_job}} == false ]] && exit 0
+          .github/workflows/scripts/unix_test.sh
+        env:
+          TI_WANTED_ARCHS: 'cpu,metal,vulkan'
+          PY: ${{ matrix.python }}
+          PLATFORM: 'm1'
+          TI_RUN_RELEASE_TESTS: '1'
+
+      - name: Save wheel if test failed
+        if: failure() && steps.test.conclusion == 'failure'
+        uses: actions/upload-artifact@v3
+        with:
+          name: broken-wheel
+          path: dist/*
+          retention-days: 7
+
+      - name: Save Bad Captures
+        if: failure() && steps.test.conclusion == 'failure'
+        uses: actions/upload-artifact@v3
+        with:
+          name: bad-captures
+          path: taichi-release-tests/bad-compare/*
+          retention-days: 7
+
   build_android_demos:
     name: Build Android Demos
     # Skip this job when testing the offline cache
@@ -201,6 +537,41 @@ jobs:
             -DTI_WITH_LLVM:BOOL=OFF
             -DTI_WITH_C_API=ON
 
+      - name: Test For Android AOT
+        if: ${{ needs.check_files.outputs.run_job != 'false' }}
+        run: |
+          . .github/workflows/scripts/common-utils.sh
+          chown -R 1000:1000 .
+          ci-docker-run-gpu --name taichi-test-android \
+            registry.taichigraphics.com/taichidev-androidsdk18.04:v0.0.6 \
+            /home/dev/taichi/.github/workflows/scripts/aot-demo.sh build-and-smoke-test-android-aot-demo
+
+      - name: Prepare Unity Build Environment
+        if: ${{ needs.check_files.outputs.run_job != 'false' }}
+        run: |
+          . .github/workflows/scripts/common-utils.sh
+          chown -R 1000:1000 .
+          ci-docker-run --name taichi-prepare-unity-build-env \
+            registry.taichigraphics.com/taichidev-androidsdk18.04:v0.0.6 \
+            /home/dev/taichi/.github/workflows/scripts/aot-demo.sh prepare-unity-build-env
+
+      - name: Build Taichi-UnityExample
+        if: ${{ needs.check_files.outputs.run_job != 'false' }}
+        run: |
+          . .github/workflows/scripts/common-utils.sh
+          ci-docker-run --name taichi-build-unity-demo \
+            registry.taichigraphics.com/unityci-editor:ubuntu-2020.3.14f1-android-1-with-secret-sauce \
+            /home/dev/taichi/.github/workflows/scripts/aot-demo.sh build-unity-demo
+
+      - name: Run Taichi-UnityExample (C-API)
+        if: ${{ needs.check_files.outputs.run_job != 'false' }}
+        run: |
+          . .github/workflows/scripts/common-utils.sh
+          chown -R 1000:1000 .
+          ci-docker-run --name taichi-run-unity-demo \
+            registry.taichigraphics.com/taichidev-androidsdk18.04:v0.0.6 \
+            /home/dev/taichi/.github/workflows/scripts/aot-demo.sh smoke-test-unity-demo
+
       - name: Build & Run C-API Headless Demos (Android)
         if: ${{ needs.check_files.outputs.run_job != 'false' }}
         run: |