diff --git a/.gitea/workflows/tests.yml b/.gitea/workflows/tests.yml
index 83ac1b4..8696afe 100644
--- a/.gitea/workflows/tests.yml
+++ b/.gitea/workflows/tests.yml
@@ -11,8 +11,7 @@ on:
 
 jobs:
   test:
-    runs-on: ubuntu-latest
-    container: catthehacker/ubuntu:act-latest
+    runs-on: ubuntu-24.04
     strategy:
       matrix:
         python-version: ["3.9", "3.10", "3.11", "3.12"]
@@ -23,6 +22,8 @@ jobs:
         uses: actions/setup-python@v3
         with:
           python-version: ${{ matrix.python-version }}
+          cache: 'pip'
+          cache-dependency-path: './requirements/*'
         env:
           AGENT_TOOLSDIRECTORY: /opt/hostedtoolcache
       - name: Install dependencies