diff --git a/scripts/Docker/_clang-cross-common.sh b/scripts/Docker/_clang-cross-common.sh
index cad0b6c535..14fda6a5b3 100755
--- a/scripts/Docker/_clang-cross-common.sh
+++ b/scripts/Docker/_clang-cross-common.sh
@@ -15,11 +15,11 @@ DOCKER_DIR="$1"
 # the target architecture to build for
 ARCH="$2"
 
-# the docker image architecture to use
+# the docker platform to use
 MACHINE_ARCH="$(uname -m)"
 case $MACHINE_ARCH in
-  arm64) IMAGE_ARCH=arm64v8 ; MACHINE_ARCH=aarch64 ;;
-  *)     IMAGE_ARCH=amd64   ;;
+  arm64) PLATFORM=linux/arm64 ; MACHINE_ARCH=aarch64 ;;
+  *)     PLATFORM=linux/amd64 ;;
 esac
 
 # the ABI
@@ -28,10 +28,16 @@ ABI=$3
 # the variant
 VARIANT=$4
 
+# architecture-specific additional args (matching CI configuration)
+ADDITIONAL_ARGS=""
+case $ARCH in
+  loongarch64) ADDITIONAL_ARGS="--verifyGlibcMax=2.38" ;;
+esac
+
 (cd $DIR && 
   docker build --tag skiasharp-linux-$ABI-cross-$ARCH \
+    --platform=$PLATFORM                              \
     --build-arg BUILD_ARCH=$ARCH                      \
-    --build-arg IMAGE_ARCH=$IMAGE_ARCH                \
     --build-arg MACHINE_ARCH=$MACHINE_ARCH            \
     $DOCKER_DIR)
 
@@ -40,4 +46,4 @@ VARIANT=$4
 (cd $DIR/../.. && 
     docker run --rm --name skiasharp-linux-$ABI-cross-$ARCH --volume $(pwd):/work skiasharp-linux-$ABI-cross-$ARCH /bin/bash -c " \
         dotnet tool restore ; \
-        dotnet cake --target=externals-linux-clang-cross --configuration=Release --buildarch=$ARCH $VARIANT ")
+        dotnet cake --target=externals-linux-clang-cross --configuration=Release --buildarch=$ARCH $VARIANT $ADDITIONAL_ARGS ")
diff --git a/scripts/Docker/alpine/clang-cross/Dockerfile b/scripts/Docker/alpine/clang-cross/Dockerfile
index 07ea41ef7f..97f26f560c 100644
--- a/scripts/Docker/alpine/clang-cross/Dockerfile
+++ b/scripts/Docker/alpine/clang-cross/Dockerfile
@@ -1,11 +1,10 @@
 # Arguments:
-#   IMAGE_ARCH           - the architecture of the image                    [ amd64 | arm64v8 | riscv64 | loongarch64 ]
 #   DOTNET_SDK_VERSION   - the version of dotnet for the Cake script        [ 8.0 | * ]
 #   LLVM_VERSION         - the version of the LLVM compiler                 [ 19 | * ]
 #   TOOLCHAIN_ARCH       - the architecture of the GCC toolchain            [ arm-alpine-linux-musleabihf | aarch64-alpine-linux-musl | riscv64-alpine-linux-musl | loongarch64-alpine-linux-musl ]
 
-ARG IMAGE_ARCH=amd64
-FROM ${IMAGE_ARCH}/debian:12
+# Use --platform flag when building to select architecture
+FROM debian:12
 
 # Set the architecture-specific variables based on the value of the BUILD_ARCH argument
 ARG BUILD_ARCH=arm64
diff --git a/scripts/Docker/debian/clang-cross/10/Dockerfile b/scripts/Docker/debian/clang-cross/10/Dockerfile
index 679fc96365..0c41081b90 100644
--- a/scripts/Docker/debian/clang-cross/10/Dockerfile
+++ b/scripts/Docker/debian/clang-cross/10/Dockerfile
@@ -1,13 +1,12 @@
 # Arguments:
-#   IMAGE_ARCH           - the architecture of the image                    [ amd64 | arm64v8 | riscv64 ]
 #   DOTNET_SDK_VERSION   - the version of dotnet for the Cake script        [ 8.0 | * ]
 #   LLVM_VERSION         - the version of the LLVM compiler                 [ 13 | * ]
 #   TOOLCHAIN_VERSION    - the version of the GCC toolchain                 [ 8 | * ]
 #   TOOLCHAIN_ARCH       - the architecture of the GCC toolchain            [ arm-linux-gnueabihf | aarch64-linux-gnu | riscv64-linux-gnu ]
 #   TOOLCHAIN_ARCH_SHORT - the short form architecture of the GCC toolchain [ armhf | arm64 | riscv64 ]
 
-ARG IMAGE_ARCH=amd64
-FROM ${IMAGE_ARCH}/debian:10
+# Use --platform flag when building to select architecture
+FROM debian:10
 
 # Switch to archives
 RUN sed -i s/deb.debian.org/archive.debian.org/g /etc/apt/sources.list && \
diff --git a/scripts/Docker/debian/clang-cross/11/Dockerfile b/scripts/Docker/debian/clang-cross/11/Dockerfile
index 785ac6fea0..7cc822da11 100644
--- a/scripts/Docker/debian/clang-cross/11/Dockerfile
+++ b/scripts/Docker/debian/clang-cross/11/Dockerfile
@@ -1,13 +1,12 @@
 # Arguments:
-#   IMAGE_ARCH           - the architecture of the image                    [ amd64 | arm64v8 | riscv64 ]
 #   DOTNET_SDK_VERSION   - the version of dotnet for the Cake script        [ 8.0 | * ]
 #   LLVM_VERSION         - the version of the LLVM compiler                 [ 19 | * ]
 #   TOOLCHAIN_VERSION    - the version of the GCC toolchain                 [ 12 | * ]
 #   TOOLCHAIN_ARCH       - the architecture of the GCC toolchain            [ arm-linux-gnueabihf | aarch64-linux-gnu | riscv64-linux-gnu ]
 #   TOOLCHAIN_ARCH_SHORT - the short form architecture of the GCC toolchain [ armhf | arm64 | riscv64 ]
 
-ARG IMAGE_ARCH=amd64
-FROM ${IMAGE_ARCH}/debian:11
+# Use --platform flag when building to select architecture
+FROM debian:11
 
 # Set the architecture-specific variables based on the value of the BUILD_ARCH argument
 ARG BUILD_ARCH=arm64
diff --git a/scripts/Docker/debian/clang-cross/12/Dockerfile b/scripts/Docker/debian/clang-cross/12/Dockerfile
index 7d30c8ab60..cbdcd5f045 100644
--- a/scripts/Docker/debian/clang-cross/12/Dockerfile
+++ b/scripts/Docker/debian/clang-cross/12/Dockerfile
@@ -1,13 +1,12 @@
 # Arguments:
-#   IMAGE_ARCH           - the architecture of the image                    [ amd64 | arm64v8 | riscv64 ]
 #   DOTNET_SDK_VERSION   - the version of dotnet for the Cake script        [ 8.0 | * ]
 #   LLVM_VERSION         - the version of the LLVM compiler                 [ 19 | * ]
 #   TOOLCHAIN_VERSION    - the version of the GCC toolchain                 [ 12 | * ]
 #   TOOLCHAIN_ARCH       - the architecture of the GCC toolchain            [ arm-linux-gnueabihf | aarch64-linux-gnu | riscv64-linux-gnu ]
 #   TOOLCHAIN_ARCH_SHORT - the short form architecture of the GCC toolchain [ armhf | arm64 | riscv64 ]
 
-ARG IMAGE_ARCH=amd64
-FROM ${IMAGE_ARCH}/debian:12
+# Use --platform flag when building to select architecture
+FROM debian:12
 
 # Set the architecture-specific variables based on the value of the BUILD_ARCH argument
 ARG BUILD_ARCH=arm64
diff --git a/scripts/Docker/debian/clang-cross/13/Dockerfile b/scripts/Docker/debian/clang-cross/13/Dockerfile
index fbf2d9234e..f6a62cb139 100644
--- a/scripts/Docker/debian/clang-cross/13/Dockerfile
+++ b/scripts/Docker/debian/clang-cross/13/Dockerfile
@@ -1,13 +1,12 @@
 # Arguments:
-#   IMAGE_ARCH           - the architecture of the image                    [ amd64 | arm64v8 | riscv64 | loongarch64 ]
 #   DOTNET_SDK_VERSION   - the version of dotnet for the Cake script        [ 8.0 | * ]
 #   LLVM_VERSION         - the version of the LLVM compiler                 [ 19 | * ]
 #   TOOLCHAIN_VERSION    - the version of the GCC toolchain                 [ 14 | * ]
 #   TOOLCHAIN_ARCH       - the architecture of the GCC toolchain            [ arm-linux-gnueabihf | aarch64-linux-gnu | riscv64-linux-gnu | loongarch64-linux-gnu ]
 #   TOOLCHAIN_ARCH_SHORT - the short form architecture of the GCC toolchain [ armhf | arm64 | riscv64 | loong64 ]
 
-ARG IMAGE_ARCH=amd64
-FROM ${IMAGE_ARCH}/debian:13
+# Use --platform flag when building to select architecture
+FROM debian:13
 
 # Set the architecture-specific variables based on the value of the BUILD_ARCH argument
 ARG BUILD_ARCH=arm64
@@ -51,12 +50,11 @@ RUN . /etc/skia-env \
     && sed -i "s/\/usr\/${TOOLCHAIN_ARCH}\/lib\///g" /usr/${TOOLCHAIN_ARCH}/lib/libc.so
 
 # Install the cross-compilation skia build dependencies (fontconfig)
-# In order to compat Loongnix 25, LoongArch APT_REPO use loongnix 25 mirrors.
 RUN . /etc/skia-env \
     && mkdir -p /skia-utils/libfontconfig-dev \
     && cd /skia-utils/libfontconfig-dev \
     && case "${TOOLCHAIN_ARCH_SHORT}" in \
-         loong64) FC_VERSION=2.15.0-1.1 ; FC_PKG=libfontconfig-dev  ; APT_REPO=https://pkg.loongnix.cn/loongnix/25  ;; \
+         loong64) FC_VERSION=2.17.1-3   ; FC_PKG=libfontconfig-dev  ; APT_REPO=http://deb.debian.org/debian         ;; \
          riscv64) FC_VERSION=2.15.0-2.3 ; FC_PKG=libfontconfig-dev  ; APT_REPO=http://deb.debian.org/debian         ;; \
          *)       FC_VERSION=2.13.1-2   ; FC_PKG=libfontconfig1-dev ; APT_REPO=http://deb.debian.org/debian         ;; \
        esac \
diff --git a/scripts/azure-templates-jobs-bootstrapper.yml b/scripts/azure-templates-jobs-bootstrapper.yml
index d5c8f7e425..3b597b752e 100644
--- a/scripts/azure-templates-jobs-bootstrapper.yml
+++ b/scripts/azure-templates-jobs-bootstrapper.yml
@@ -352,7 +352,7 @@ jobs:
                 dockerfile: ${{ parameters.docker }}/Dockerfile
                 context: ${{ parameters.docker }}
                 image: skiasharp:skiasharp
-                buildArguments: --tag skiasharp ${{ parameters.dockerArgs }}
+                buildArguments: --platform linux/amd64 --tag skiasharp ${{ parameters.dockerArgs }}
                 enableNetwork: true
           - ${{ if ne(parameters.use1ESPipelineTemplates, 'true') }}:
             - task: Docker@2
@@ -367,7 +367,7 @@ jobs:
                 command: build
                 buildContext: ${{ parameters.docker }}
                 dockerfile: ${{ parameters.docker }}/Dockerfile
-                arguments: --tag skiasharp ${{ parameters.dockerArgs }}
+                arguments: --platform linux/amd64 --tag skiasharp ${{ parameters.dockerArgs }}
           - bash: |
               echo dotnet tool restore > cmd.sh
               echo dotnet cake --target=${{ parameters.target }} --verbosity=${{ parameters.verbosity }} --configuration=${{ coalesce(parameters.configuration, 'Release') }} ${{ parameters.additionalArgs }} >> cmd.sh