diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index a55f2c6..979d10c 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -45,6 +45,8 @@ jobs:
       - name: Install dependencies
         run: |
           ./macos/bootstrap.sh
+          python3 -m pip install pycairo
+          python3 -m pip install PyGObject
       - name: Set up environment
         env:
           MACOS_CERTIFICATE: ${{ secrets.MACOS_CERTIFICATE }}
@@ -86,7 +88,11 @@ jobs:
         uses: actions/checkout@v4
       - name: Install dependencies
         run: |
+          # Workaround for externally-managed-environment error
+          python3 -m pip config --global set global.break-system-packages true
           ./macos/bootstrap.sh
+          python3 -m pip install pycairo
+          python3 -m pip install PyGObject
       - name: Set up environment
         env:
           MACOS_CERTIFICATE: ${{ secrets.MACOS_CERTIFICATE }}
diff --git a/macos/bootstrap.sh b/macos/bootstrap.sh
index f32bff6..9685ec5 100755
--- a/macos/bootstrap.sh
+++ b/macos/bootstrap.sh
@@ -1,3 +1 @@
-# Workaround for externally-managed-environment error
-python3 -m pip config --global set global.break-system-packages true
 brew install pygobject3 gtk4 adwaita-icon-theme libadwaita