diff --git a/.DEBIAN/requirements-ubuntu-24.10.txt b/.DEBIAN/requirements-ubuntu-24.10.txt
new file mode 100644
index 0000000..7a65314
--- /dev/null
+++ b/.DEBIAN/requirements-ubuntu-24.10.txt
@@ -0,0 +1,10 @@
+# https://packages.ubuntu.com
+fastapi==0.110.3
+uvicorn[standard]==0.30.3
+python-jose[pycryptodome]==3.3.0
+pycryptodome==3.20.0
+python-dateutil==2.9.0
+sqlalchemy==2.0.32
+markdown==3.6
+python-dotenv==1.0.1
+jinja2==3.1.3
diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index ab9af20..e78a956 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -141,14 +141,21 @@ test:
     DATABASE: sqlite:///../app/db.sqlite
   parallel:
     matrix:
-      - IMAGE: [ 'python:3.11-slim-bookworm', 'python:3.12-slim-bullseye' ]
-        REQUIREMENTS:
-          - requirements.txt
-          - .DEBIAN/requirements-bookworm-12.txt
-          - .DEBIAN/requirements-ubuntu-23.10.txt
-          - .DEBIAN/requirements-ubuntu-24.04.txt
+      - IMAGE: [ 'python:3.12-slim-bookworm' ]
+        REQUIREMENTS: [ 'requirements.txt' ]
+      - IMAGE: [ 'debian:bookworm' ]
+        REQUIREMENTS: [ '.DEBIAN/requirements-bookworm-12.txt' ]
+      - IMAGE: [ 'ubuntu:23.10' ]
+        REQUIREMENTS: [ '.DEBIAN/requirements-ubuntu-23.10.txt' ]
+      - IMAGE: [ 'ubuntu:24.04' ]
+        REQUIREMENTS: [ '.DEBIAN/requirements-ubuntu-24.04.txt' ]
+      - IMAGE: [ 'ubuntu:24.10' ]
+        REQUIREMENTS: [ '.DEBIAN/requirements-ubuntu-24.10.txt' ]
   before_script:
-    - apt-get update && apt-get install -y python3-dev gcc
+    - apt-get update && apt-get install -y python3-dev python3-pip python3-venv gcc
+    - python3 -m venv venv
+    - source venv/bin/activate
+    - pip install --upgrade pip
     - pip install -r $REQUIREMENTS
     - pip install pytest httpx
     - mkdir -p app/cert
@@ -162,7 +169,7 @@ test:
       dotenv: version.env
       junit: ['**/report.xml']
 
-.test:linux:
+.test:apt:
   stage: test
   rules:
     - if: $CI_COMMIT_BRANCH && $CI_COMMIT_BRANCH != $CI_DEFAULT_BRANCH
@@ -201,15 +208,15 @@ test:
     - apt-get purge -qq -y fastapi-dls
     - apt-get autoremove -qq -y && apt-get clean -qq
 
-test:debian:
-  extends: .test:linux
+test:apt:debian:
+  extends: .test:apt
   image: debian:bookworm-slim
 
-test:ubuntu:
-  extends: .test:linux
+test:apt:ubuntu:
+  extends: .test:apt
   image: ubuntu:24.04
 
-test:archlinux:
+test:pacman:archlinux:
   image: archlinux:base
   rules:
     - if: $CI_COMMIT_BRANCH && $CI_COMMIT_BRANCH != $CI_DEFAULT_BRANCH
@@ -250,7 +257,7 @@ semgrep-sast:
 
 test_coverage:
 #  extends: test
-  image: python:3.11-slim-bookworm
+  image: python:3.12-slim-bookworm
   allow_failure: true
   stage: test
   rules:
diff --git a/Dockerfile b/Dockerfile
index 7d2e448..4f1b1d0 100644
--- a/Dockerfile
+++ b/Dockerfile
@@ -10,7 +10,7 @@ RUN apk update \
  && apk add --no-cache --virtual build-deps gcc g++ python3-dev musl-dev pkgconfig \
  && apk add --no-cache curl postgresql postgresql-dev mariadb-dev sqlite-dev \
  && pip install --no-cache-dir --upgrade uvicorn \
- && pip install --no-cache-dir psycopg2==2.9.9 mysqlclient==2.2.4 pysqlite3==0.5.2 \
+ && pip install --no-cache-dir psycopg2==2.9.10 mysqlclient==2.2.6 pysqlite3==0.5.4 \
  && pip install --no-cache-dir -r /tmp/requirements.txt \
  && apk del build-deps
 
diff --git a/requirements.txt b/requirements.txt
index ca92baf..1fb4868 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,4 +1,4 @@
-fastapi==0.115.3
+fastapi==0.115.5
 uvicorn[standard]==0.32.0
 python-jose==3.3.0
 pycryptodome==3.21.0