Rework to use the debian docker based runner

.gitea/workflows/pip-audit.yml

@@ -10,17 +10,17 @@ on:
 
 # XXX need to do stuff with uv
 jobs:
-  build:
+  audit-dependency-security:
     runs-on: ubuntu-latest
     strategy:
       matrix:
         python-version:
           - "3.11"
     steps:
-      - name: Checkout code
+      - name: Checkout repository
         uses: actions/checkout@v4
 
-      - name: Set up Python ${{ matrix.python-version }}
+      - name: Set up Python
         uses: actions/setup-python@v4
         with:
           python-version: '${{ matrix.python-version }}'