diff --git a/.DEBIAN/requirements-bookworm-12.txt b/.DEBIAN/requirements-bookworm-12.txt
new file mode 100644
index 0000000..223c64c
--- /dev/null
+++ b/.DEBIAN/requirements-bookworm-12.txt
@@ -0,0 +1,11 @@
+# https://packages.debian.org/hu/
+fastapi==0.92.0
+uvicorn[standard]==0.17.6
+python-jose[pycryptodome]==3.3.0
+pycryptodome==3.11.0
+python-dateutil==2.8.2
+sqlalchemy==1.4.46
+markdown==3.4.1
+python-dotenv==0.21.0
+jinja2==3.1.2
+httpx==0.23.3
diff --git a/.DEBIAN/requirements-ubuntu-23.04.txt b/.DEBIAN/requirements-ubuntu-23.04.txt
new file mode 100644
index 0000000..f2d4b05
--- /dev/null
+++ b/.DEBIAN/requirements-ubuntu-23.04.txt
@@ -0,0 +1,10 @@
+# https://packages.ubuntu.com
+fastapi==0.91.0
+uvicorn[standard]==0.15.0
+python-jose[pycryptodome]==3.3.0
+pycryptodome==3.11.0
+python-dateutil==2.8.2
+sqlalchemy==1.4.46
+markdown==3.4.3
+python-dotenv==0.21.0
+jinja2==3.1.2
diff --git a/.DEBIAN/requirements-ubuntu-23.10.txt b/.DEBIAN/requirements-ubuntu-23.10.txt
new file mode 100644
index 0000000..4cab03f
--- /dev/null
+++ b/.DEBIAN/requirements-ubuntu-23.10.txt
@@ -0,0 +1,10 @@
+# https://packages.ubuntu.com
+fastapi==0.101.0
+uvicorn[standard]==0.23.2
+python-jose[pycryptodome]==3.3.0
+pycryptodome==3.11.0
+python-dateutil==2.8.2
+sqlalchemy==1.4.47
+markdown==3.4.4
+python-dotenv==1.0.0
+jinja2==3.1.2
diff --git a/.PKGBUILD/PKGBUILD b/.PKGBUILD/PKGBUILD
index 3913360..09f606b 100644
--- a/.PKGBUILD/PKGBUILD
+++ b/.PKGBUILD/PKGBUILD
@@ -12,7 +12,7 @@ depends=('python' 'python-jose' 'python-starlette' 'python-httpx' 'python-fastap
 provider=("$pkgname")
 install="$pkgname.install"
 backup=('etc/default/fastapi-dls')
-source=('git+file:///builds/oscar.krause/fastapi-dls' # https://gitea.publichub.eu/oscar.krause/fastapi-dls.git
+source=("git+file://${CI_PROJECT_DIR}"
         "$pkgname.default"
         "$pkgname.service"
         "$pkgname.tmpfiles")
diff --git a/.codeclimate.yml b/.codeclimate.yml
index 09c810c..fd7ed1f 100644
--- a/.codeclimate.yml
+++ b/.codeclimate.yml
@@ -1,7 +1,9 @@
+version: "2"
 plugins:
   bandit:
     enabled: true
   sonar-python:
     enabled: true
-  pylint:
-    enabled: true
+    config:
+      tests_patterns:
+        - test/**
diff --git a/.gitlab-ci.yml b/.gitlab-ci.yml
index f065e6d..95debb0 100644
--- a/.gitlab-ci.yml
+++ b/.gitlab-ci.yml
@@ -126,16 +126,28 @@ build:pacman:
       - "*.pkg.tar.zst"
 
 test:
-  image: python:3.11-slim-bullseye
+  image: python:3.11-slim-bookworm
   stage: test
+  interruptible: true
   rules:
-    - if: $CI_COMMIT_BRANCH
+    - if: $CI_COMMIT_BRANCH == $CI_DEFAULT_BRANCH
     - if: $CI_COMMIT_TAG
     - if: $CI_PIPELINE_SOURCE == "merge_request_event"
+    - if: $CI_COMMIT_BRANCH && $CI_COMMIT_BRANCH != $CI_DEFAULT_BRANCH
+      changes:
+        - app/**/*
+        - test/**/*
   variables:
     DATABASE: sqlite:///../app/db.sqlite
+  parallel:
+    matrix:
+      - REQUIREMENTS:
+          - requirements.txt
+          - .DEBIAN/requirements-bookworm-12.txt
+          - .DEBIAN/requirements-ubuntu-23.10.txt
   before_script:
-    - pip install -r requirements.txt
+    - apt-get update && apt-get install -y python3-dev gcc
+    - pip install -r $REQUIREMENTS
     - pip install pytest httpx
     - mkdir -p app/cert
     - openssl genrsa -out app/cert/instance.private.pem 2048
@@ -193,7 +205,7 @@ test:debian:
 
 test:ubuntu:
   extends: .test:linux
-  image: ubuntu:23.04
+  image: ubuntu:23.10
 
 test:archlinux:
   image: archlinux:base
@@ -211,10 +223,13 @@ test:archlinux:
     - pacman -U --noconfirm *.pkg.tar.zst
 
 code_quality:
+  variables:
+    SOURCE_CODE: app
   rules:
     - if: $CODE_QUALITY_DISABLED
       when: never
     - if: $CI_PIPELINE_SOURCE == "merge_request_event"
+    - if: $CI_COMMIT_BRANCH == $CI_DEFAULT_BRANCH
 
 secret_detection:
   rules:
@@ -229,12 +244,25 @@ semgrep-sast:
     - if: $SAST_DISABLED
       when: never
     - if: $CI_PIPELINE_SOURCE == "merge_request_event"
+    - if: $CI_COMMIT_BRANCH == $CI_DEFAULT_BRANCH
 
 test_coverage:
-  extends: test
+#  extends: test
+  image: python:3.11-slim-bookworm
   allow_failure: true
+  stage: test
   rules:
     - if: $CI_PIPELINE_SOURCE == "merge_request_event"
+  variables:
+    DATABASE: sqlite:///../app/db.sqlite
+  before_script:
+    - apt-get update && apt-get install -y python3-dev gcc
+    - pip install -r requirements.txt
+    - pip install pytest httpx
+    - mkdir -p app/cert
+    - openssl genrsa -out app/cert/instance.private.pem 2048
+    - openssl rsa -in app/cert/instance.private.pem -outform PEM -pubout -out app/cert/instance.public.pem
+    - cd test
   script:
     - pip install pytest pytest-cov
     - coverage run -m pytest main.py
@@ -259,6 +287,7 @@ gemnasium-python-dependency_scanning:
     - if: $DEPENDENCY_SCANNING_DISABLED
       when: never
     - if: $CI_PIPELINE_SOURCE == "merge_request_event"
+    - if: $CI_COMMIT_BRANCH == $CI_DEFAULT_BRANCH
 
 .deploy:
   rules:
diff --git a/README.md b/README.md
index 34b02fc..8f7ffea 100644
--- a/README.md
+++ b/README.md
@@ -104,8 +104,8 @@ volumes:
 
 ## Debian/Ubuntu/macOS (manual method using `git clone` and python virtual environment)
 
-Tested on `Debian 11 (bullseye)` and `macOS Ventura (13.6)`, Ubuntu may also work. **Please note that setup on macOS
-differs from Debian based systems.**
+Tested on `Debian 11 (bullseye)`, `Debian 12 (bookworm)` and `macOS Ventura (13.6)`, Ubuntu may also work.
+**Please note that setup on macOS differs from Debian based systems.**
 
 **Make sure you are logged in as root.**
 
@@ -318,8 +318,9 @@ Packages are available here:
 Successful tested with:
 
 - Debian 12 (Bookworm)
-- Ubuntu 22.10 (Kinetic Kudu) (EOL!)
-- Ubuntu 23.04 (Lunar)
+- Ubuntu 22.10 (Kinetic Kudu) (EOL: July 20, 2023)
+- Ubuntu 23.04 (Lunar Lobster) (EOL: January 2024)
+- Ubuntu 23.10 (Mantic Minotaur) (EOL: July 2024)
 
 Not working with:
 
@@ -427,8 +428,10 @@ Successfully tested with this package versions:
 
 | vGPU Suftware | Linux vGPU Manager | Linux Driver | Windows Driver | Release Date  |
 |---------------|--------------------|--------------|----------------|---------------|
-| `16.1`        | `535.54.06`        | `535.54.03`  | `536.25`       | August 2023   |
-| `16.0`        | `535.104.06`       | `535.104.05` | `537.13`       | July 2023     |
+| `16.3`        | `535.154.02`       | `535.154.05` | `538.15`       | January 2024  |
+| `16.2`        | `535.129.03`       | `535.129.03` | `537.70`       | October 2023  |
+| `16.1`        | `535.104.06`       | `535.104.05` | `537.13`       | August 2023   |
+| `16.0`        | `535.54.06`        | `535.54.03`  | `536.22`       | July 2023     |
 | `15.3`        | `525.125.03`       | `525.125.06` | `529.11`       | June 2023     |
 | `15.2`        | `525.105.14`       | `525.105.17` | `528.89`       | March 2023    |
 | `15.1`        | `525.85.07`        | `525.85.05`  | `528.24`       | January 2023  |
@@ -438,6 +441,11 @@ Successfully tested with this package versions:
 
 - https://docs.nvidia.com/grid/index.html
 
+*To get the latest drivers, visit Nvidia or search in Discord-Channel `GPU Unlocking` (Server-ID: `829786927829745685`) on channel `licensing` `biggerthanshit` 
+
+
+https://archive.biggerthanshit.com/NVIDIA/ (nvidia / b1gg3rth4nsh1t)
+
 ## Linux
 
 Download *client-token* and place it into `/etc/nvidia/ClientConfigToken`:
diff --git a/requirements.txt b/requirements.txt
index 4178b56..6eea61c 100644
--- a/requirements.txt
+++ b/requirements.txt
@@ -1,8 +1,8 @@
-fastapi==0.103.1
-uvicorn[standard]==0.23.2
+fastapi==0.110.0
+uvicorn[standard]==0.27.1
 python-jose==3.3.0
-pycryptodome==3.19.0
+pycryptodome==3.20.0
 python-dateutil==2.8.2
-sqlalchemy==2.0.21
-markdown==3.4.4
-python-dotenv==1.0.0
+sqlalchemy==2.0.27
+markdown==3.5.2
+python-dotenv==1.0.1