diff --git a/.github/workflows/main.yml b/.github/workflows/main.yml
index 9f78edd3b..0d5a2c526 100644
--- a/.github/workflows/main.yml
+++ b/.github/workflows/main.yml
@@ -136,12 +136,8 @@ jobs:
     needs: build-docstrings
     strategy:
       matrix:
-        rpi-os: [rpi-buster, rpi-bullseye, rpi-bookworm]
+        rpi-os: [rpi-bullseye, rpi-bookworm]
     runs-on: ${{ matrix.rpi-os }}
-    env:
-      # workaround required for cache@v3, https://github.com/actions/cache/issues/1428
-      # to be removed when upgrading the manylinux image
-      ACTIONS_ALLOW_USE_UNSECURE_NODE_VERSION: true
     steps:
       - name: Print home directory
         run: echo Home directory inside container $HOME
@@ -304,14 +300,10 @@ jobs:
   build-linux-x86_64:
     needs: build-docstrings
     runs-on: ubuntu-latest
-    env:
-      # workaround required for cache@v3, https://github.com/actions/cache/issues/1428
-      # to be removed when upgrading the manylinux image
-      ACTIONS_ALLOW_USE_UNSECURE_NODE_VERSION: true
     container:
-      image: quay.io/pypa/manylinux2014_x86_64:latest
+      image: quay.io/pypa/manylinux_2_28_x86_64:latest
       env:
-        PLAT: manylinux2014_x86_64
+        PLAT: manylinux_2_28_x86_64
     steps:
       - name: Cache .hunter folder
         uses: actions/cache@v3
@@ -372,14 +364,10 @@ jobs:
   build-linux-arm64:
     needs: build-docstrings
     runs-on: [self-hosted, linux, ARM64]
-    env:
-      # workaround required for cache@v3, https://github.com/actions/cache/issues/1428
-      # to be removed when upgrading the manylinux image
-      ACTIONS_ALLOW_USE_UNSECURE_NODE_VERSION: true
     container:
-      image: quay.io/pypa/manylinux2014_aarch64:latest
+      image: quay.io/pypa/manylinux_2_28_aarch64:latest
       env:
-        PLAT: manylinux2014_aarch64
+        PLAT: manylinux_2_28_aarch64
       # Mount local hunter cache directory, instead of transfering to Github and back
       volumes:
         - /.hunter:/github/home/.hunter