diff --git a/.gitlab-ci-l10n.yml b/.gitlab-ci-l10n.yml
index be6410b7acd6473467958fd35b74c49837d64e44..a070bce3052078a312f09d41749be33504ab55ec 100644
--- a/.gitlab-ci-l10n.yml
+++ b/.gitlab-ci-l10n.yml
@@ -1,5 +1,5 @@
 l10n:
-  image: debian:bookworm
+  image: containers.torproject.org/tpo/tpa/base-images/debian:stable
   script:
     - scripts/l10n-for-markdown-provision
     - make l10n-for-markdown-update-locales
diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index fa7bb0b81617c51b334212b5bf037af41c64c622..3a3c6289965deba593676c0422da7ef0c0147e13 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -1,3 +1,15 @@
 ---
 include:
   - local: '.gitlab-ci-l10n.yml'
+
+release:
+  image: registry.gitlab.com/gitlab-org/release-cli:latest
+  stage: .post
+  rules:
+    # Run this job when a tag is created
+    - if: $CI_COMMIT_TAG
+  script:
+    - echo "Running release_job..."
+  release:
+    tag_name: '$CI_COMMIT_TAG'
+    description: '$CI_COMMIT_TAG'