diff --git a/.github/workflows/release-macos.yml b/.github/workflows/release-macos.yml
--- a/.github/workflows/release-macos.yml
+++ b/.github/workflows/release-macos.yml
@@ -32,6 +32,14 @@ jobs:
     - name: Enable Rust cache
       uses: Swatinem/rust-cache@v2
 
+    - name: Setup vcpkg caching
+      uses: actions/github-script@v6
+      with:
+        script: |
+          core.exportVariable('ACTIONS_CACHE_URL', process.env.ACTIONS_CACHE_URL || '');
+          core.exportVariable('ACTIONS_RUNTIME_TOKEN', process.env.ACTIONS_RUNTIME_TOKEN || '');
+          core.exportVariable('VCPKG_BINARY_SOURCES', 'clear;x-gha,readwrite')
+
     - name: Install dependencies
       env:
         HOMEBREW_NO_AUTO_UPDATE: 1
@@ -47,20 +55,6 @@ jobs:
         cargo install dump_syms
         echo "::endgroup::"
 
-    - name: Prepare cache key
-      id: key
-      run: |
-        echo "image=$ImageOS-$ImageVersion" >> $GITHUB_OUTPUT
-
-    - name: Enable vcpkg cache
-      uses: actions/cache@v3
-      with:
-        path: /usr/local/share/vcpkg/installed
-        key: ${{ steps.key.outputs.image }}-vcpkg-release-1 # Increase the number whenever dependencies are modified
-        restore-keys: |
-          ${{ steps.key.outputs.image }}-vcpkg-release
-          ${{ steps.key.outputs.image }}-vcpkg-x64
-
     - name: Prepare vcpkg
       run: |
         vcpkg install \