diff --git a/.woodpecker.yml b/.woodpecker.yml
index 85ef664..f0de34f 100644
--- a/.woodpecker.yml
+++ b/.woodpecker.yml
@@ -1,14 +1,9 @@
 pipeline:
   build:
-    image: debian
+    image: brenard/debian-python-deb
     when:
       event: tag
     commands:
-      - DEBIAN_FRONTEND=noninteractive apt-get -qq update < /dev/null > /dev/null
-      - DEBIAN_FRONTEND=noninteractive apt-get -y -qq upgrade < /dev/null > /dev/null
-      - DEBIAN_FRONTEND=noninteractive apt-get -qq -y install --no-install-recommends python3-apt apt-file dpkg-dev fakeroot build-essential devscripts debhelper python3-wheel python3-pip gnupg2 sed < /dev/null > /dev/null
-      - DEBIAN_FRONTEND=noninteractive apt-file update < /dev/null > /dev/null
-      - python3 -m pip install wheel2deb --quiet
       - echo "$GPG_KEY"|base64 -d|gpg --import
       - mkdir dist
       - python3 -m pip wheel cx-Oracle -w dist --quiet
@@ -47,12 +42,10 @@ pipeline:
 
   publish-apt:
     group: publish
-    image: debian
+    image: brenard/curl
     when:
       event: tag
     commands:
-        - DEBIAN_FRONTEND=noninteractive apt-get -qq update < /dev/null > /dev/null
-        - DEBIAN_FRONTEND=noninteractive apt-get -qq -y install --no-install-recommends curl < /dev/null > /dev/null
         - curl -u $APT_CREDS -X POST -F file=@$( ls dist/python3-cx-oracle_*_amd64.deb ) $APT_API_URL/files/python3-cx-oracle
         - curl -u $APT_CREDS -X POST -F file=@$( ls dist/python3-cx-oracle-dbgsym_*_amd64.deb ) $APT_API_URL/files/python3-cx-oracle
         - curl -u $APT_CREDS -X POST -F file=@$( ls dist/python3-cx-oracle_*.dsc ) $APT_API_URL/files/python3-cx-oracle