diff --git a/.forgejo/workflows/ci.yml b/.forgejo/workflows/ci.yml
index 43898a21..3094e9f6 100644
--- a/.forgejo/workflows/ci.yml
+++ b/.forgejo/workflows/ci.yml
@@ -18,13 +18,19 @@ jobs:
     steps:
     - uses: https://code.forgejo.org/actions/checkout@v4
 
-    - name: Invidious build cache
-      id: invidious-cache
-      uses: actions/cache@v4
+    - name: Set up cache
+      uses: https://code.forgejo.org/actions/cache@v3
+      id: ccache-restore
       with:
         path: |
           ./lib
-        key: invidious-cache
+        key: ${{ runner.os }}-${{ matrix.type }}-${{ github.sha }}
+        restore-keys: |
+          ${{ runner.os }}-${{ matrix.type }}-
+
+    - name: Create cache directory
+      if: steps.ccache-restore.outputs.cache-hit != 'true'
+      run: mkdir -p ./lib
 
     - uses: https://code.forgejo.org/docker/setup-buildx-action@v3
       name: Setup Docker BuildX system