diff --git a/.github/actions/build-server/action.yml b/.github/actions/build-server/action.yml
new file mode 100644
index 00000000..7b9a77c6
--- /dev/null
+++ b/.github/actions/build-server/action.yml
@@ -0,0 +1,69 @@
+name: build-server
+description: Sets up the build context and builds a docker image
+inputs:
+  server-profile:
+    required: true
+    description: The profile of the server to build (discovery, registry, repository)
+  load:
+    required: false
+    description: Set to "true" to use image in further steps (only works for single architecture builds)
+    default: "false"
+  platform:
+    required: false
+    description: The target platforms to build the image for
+    default: "linux/amd64"
+  publish:
+    required: false
+    description: Set to "true" to publish image to Docker Hub (requires login)
+    default: "false"
+
+outputs:
+  image-ref:
+    description: Reference to the locally-runnable image (valid if load="true")
+    value: ${{ steps.naming.outputs.image-name }}:${{ steps.naming.outputs.local-tag }}
+
+runs:
+  using: composite
+  steps:
+    - name: Setup QEMU
+      uses: docker/setup-qemu-action@v4
+
+    - name: Set up Docker Buildx
+      uses: docker/setup-buildx-action@v4
+
+    - name: Generate Image Title
+      id: naming
+      shell: bash
+      run: |
+        profile="${{ inputs.server-profile }}"
+        echo "profile-title=${profile^}" >> "$GITHUB_OUTPUT"
+        echo "image-name=eclipsebasyx/basyx-python-${{ inputs.server-profile }}" >> $GITHUB_OUTPUT
+        echo "local-tag=ci-${{ github.run_id }}" >> $GITHUB_OUTPUT
+
+    - name: Extract Docker image metadata
+      id: meta
+      uses: docker/metadata-action@v5
+      with:
+        images: ${{ steps.naming.outputs.image-name }}
+        # This fetches the latest git tag and adds an additional "latest" to it, so e.g. `2.1.0,latest`
+        tags: |
+          type=semver,pattern={{version}}
+          type=raw,value=latest,enable=${{ inputs.publish == 'true' && true || false }}
+          type=raw,value=${{ steps.naming.outputs.local-tag }},enable=${{ inputs.load == 'true' && true || false }}
+        labels: |
+          org.opencontainers.image.title=BaSyx Python ${{ steps.naming.outputs.profile-title }} Service
+          org.opencontainers.image.description=Eclipse BaSyx Python SDK - ${{ steps.naming.outputs.profile-title }} HTTP Server
+          org.opencontainers.image.source=https://github.com/eclipse-basyx/basyx-python-sdk/tree/main/server
+          org.opencontainers.image.licenses=MIT
+
+    - name: Build Docker Image
+      id: build
+      uses: docker/build-push-action@v6
+      with:
+        context: .
+        file: ./server/docker/${{ inputs.server-profile }}/Dockerfile
+        tags: ${{ steps.meta.outputs.tags }}
+        labels: ${{ steps.meta.outputs.labels }}
+        platforms: ${{ inputs.platform }}
+        push: ${{ inputs.publish == 'true' && true || false }}
+        load: ${{ inputs.load == 'true' && true || false }}
\ No newline at end of file
diff --git a/.github/workflows/ci.yml b/.github/workflows/pr.yml
similarity index 62%
rename from .github/workflows/ci.yml
rename to .github/workflows/pr.yml
index e71f1b5e..9bbdbbd9 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/pr.yml
@@ -1,10 +1,21 @@
-name: ci
+name: pr
 
-on: [push, pull_request]
+on:
+  push:
+    branches: [develop, main]
+  pull_request:
+
+permissions:
+  contents: read
+
+concurrency:
+  group: ${{ github.workflow }}-${{ github.ref }}
+  cancel-in-progress: true
 
 env:
   X_PYTHON_MIN_VERSION: "3.10"
   X_PYTHON_MAX_VERSION: "3.12"
+  X_API_VERSION: "v3.1"
 
 jobs:
   check-python-versions:
@@ -14,11 +25,13 @@ jobs:
       run:
         working-directory: ./etc/scripts
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@fbc6f3992d24b796d5a048ff273f7fcc4a7b6c09 #v5.1.0
       - name: Set up Python ${{ env.X_PYTHON_MIN_VERSION }}
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v7
         with:
           python-version: ${{ env.X_PYTHON_MIN_VERSION }}
+          cache: "pip"
+          cache-dependency-path: "./check_python_versions_requirements.txt"
       - name: Install Python dependencies
         run: |
           python -m pip install --upgrade pip
@@ -31,14 +44,23 @@ jobs:
 
       - name: Check Python Versions coincide with all pyproject.toml Files
         run: |
-          for file in ../../sdk/pyproject.toml ../../compliance_tool/pyproject.toml; do
+          for file in ../../sdk/pyproject.toml ../../compliance_tool/pyproject.toml ../../server/pyproject.toml; do
             python check_python_versions_coincide.py \
               $file \
               ${{ env.X_PYTHON_MIN_VERSION }} \
               ${{ env.X_PYTHON_MAX_VERSION }}
           done
 
-      # Todo: Check other pyproject.toml here as well, as we add them
+      - name: Check Python Versions coincide with all Dockerfiles
+        run: |
+          for file in ../../server/docker/repository/Dockerfile \
+                      ../../server/docker/registry/Dockerfile  \
+                      ../../server/docker/discovery/Dockerfile; do
+            python check_python_versions_coincide.py --docker \
+              $file \
+              ${{ env.X_PYTHON_MIN_VERSION }} \
+              ${{ env.X_PYTHON_MAX_VERSION }}
+          done
 
   sdk-test:
     # This job runs the unittests on the python versions specified down at the matrix
@@ -53,7 +75,7 @@ jobs:
       # that you want to use to test the serialization adapter against.
       # Currently, we need to update this manually, however I'm afraid this is not possible to automatically infer,
       # since it's heavily dependant of the version of the AAS specification we support.
-      AAS_SPECS_RELEASE_TAG: "IDTA-01001-3-1-2"
+      AAS_SPECS_RELEASE_TAG: "v3.1.2"
     services:
       couchdb:
         image: couchdb:3
@@ -66,7 +88,7 @@ jobs:
       run:
         working-directory: ./sdk
     steps:
-    - uses: actions/checkout@v4
+    - uses: actions/checkout@fbc6f3992d24b796d5a048ff273f7fcc4a7b6c09 #v5.1.0
     - name: Verify Matrix Version matches Global Version
       run: |
         if [ "${{ matrix.python-version }}" != "${{ env.X_PYTHON_MIN_VERSION }}" ] && [ "${{ matrix.python-version }}" != "${{ env.X_PYTHON_MAX_VERSION }}" ]; then
@@ -74,14 +96,16 @@ jobs:
           exit 1
         fi
     - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v5
+      uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v7
       with:
         python-version: ${{ matrix.python-version }}
+        cache: "pip"
+        cache-dependency-path: "**/pyproject.toml"
     - name: Collect schema files from aas-specs
       run: |
         mkdir -p ./test/adapter/schema
-        curl -sSL -o ./test/adapter/schema/aasJSONSchema.json https://raw.githubusercontent.com/admin-shell-io/aas-specs/${{ env.AAS_SPECS_RELEASE_TAG }}/schemas/json/aas.json
-        curl -sSL -o ./test/adapter/schema/aasXMLSchema.xsd https://raw.githubusercontent.com/admin-shell-io/aas-specs/${{ env.AAS_SPECS_RELEASE_TAG }}/schemas/xml/AAS.xsd
+        curl -sSLf -o ./test/adapter/schema/aasJSONSchema.json https://raw.githubusercontent.com/admin-shell-io/aas-specs-metamodel/refs/tags/${{ env.AAS_SPECS_RELEASE_TAG }}/schemas/json/aas.json
+        curl -sSLf -o ./test/adapter/schema/aasXMLSchema.xsd https://raw.githubusercontent.com/admin-shell-io/aas-specs-metamodel/refs/tags/${{ env.AAS_SPECS_RELEASE_TAG }}/schemas/xml/AAS.xsd
     - name: Install Python dependencies
       run: |
         python -m pip install --upgrade pip
@@ -98,17 +122,19 @@ jobs:
         python -m coverage report -m
 
   sdk-static-analysis:
-    # This job runs static code analysis, namely pycodestyle and mypy
+    # This job runs static code analysis, namely ruff and mypy
     runs-on: ubuntu-latest
     defaults:
       run:
         working-directory: ./sdk
     steps:
-    - uses: actions/checkout@v4
+    - uses: actions/checkout@fbc6f3992d24b796d5a048ff273f7fcc4a7b6c09 #v5.1.0
     - name: Set up Python ${{ env.X_PYTHON_MIN_VERSION }}
-      uses: actions/setup-python@v5
+      uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v7
       with:
         python-version: ${{ env.X_PYTHON_MIN_VERSION }}
+        cache: "pip"
+        cache-dependency-path: "**/pyproject.toml"
     - name: Install Python dependencies
       run: |
         python -m pip install --upgrade pip
@@ -116,28 +142,32 @@ jobs:
     - name: Check typing with MyPy
       run: |
         python -m mypy basyx test
+    - name: Check formatting and linting rules with Ruff
+      run: |
+        python -m ruff check
 
   sdk-readme-codeblocks:
-    # This job runs the same static code analysis (mypy and pycodestyle) on the codeblocks in our docstrings.
+    # This job runs the same static code analysis (mypy and ruff) on the codeblocks in our docstrings.
     runs-on: ubuntu-latest
     defaults:
       run:
         working-directory: ./sdk
     steps:
-    - uses: actions/checkout@v4
+    - uses: actions/checkout@fbc6f3992d24b796d5a048ff273f7fcc4a7b6c09 #v5.1.0
     - name: Set up Python ${{ env.X_PYTHON_MIN_VERSION }}
-      uses: actions/setup-python@v5
+      uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v7
       with:
         python-version: ${{ env.X_PYTHON_MIN_VERSION }}
+        cache: "pip"
+        cache-dependency-path: "**/pyproject.toml"
     - name: Install Python dependencies
       run: |
         python -m pip install --upgrade pip
         python -m pip install .[dev]
     - name: Check typing with MyPy
-      shell: bash
       run: |
         python -m mypy <(python -m codeblocks python README.md)
-    - name: Check code style with PyCodestyle
+    - name: Check formatting and linting rules with Ruff
       run: |
         python -m codeblocks --wrap python README.md | python -m pycodestyle --count --max-line-length 120 -
     - name: Run readme codeblocks with Python
@@ -151,11 +181,13 @@ jobs:
       run:
         working-directory: ./sdk
     steps:
-    - uses: actions/checkout@v4
+    - uses: actions/checkout@fbc6f3992d24b796d5a048ff273f7fcc4a7b6c09 #v5.1.0
     - name: Set up Python ${{ env.X_PYTHON_MAX_VERSION }}
-      uses: actions/setup-python@v5
+      uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v7
       with:
         python-version: ${{ env.X_PYTHON_MAX_VERSION }}
+        cache: "pip"
+        cache-dependency-path: "**/pyproject.toml"
     - name: Install Python dependencies
       run: |
         python -m pip install --upgrade pip
@@ -171,9 +203,9 @@ jobs:
       run:
         working-directory: ./sdk
     steps:
-    - uses: actions/checkout@v4
+    - uses: actions/checkout@fbc6f3992d24b796d5a048ff273f7fcc4a7b6c09 #v5.1.0
     - name: Set up Python ${{ env.X_PYTHON_MIN_VERSION }}
-      uses: actions/setup-python@v5
+      uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v7
       with:
         python-version: ${{ env.X_PYTHON_MIN_VERSION }}
     - name: Install dependencies
@@ -188,13 +220,9 @@ jobs:
     # This job checks that the copyright year in the header of all files is up to date
     runs-on: ubuntu-latest
     steps:
-    - uses: actions/checkout@v4
+    - uses: actions/checkout@fbc6f3992d24b796d5a048ff273f7fcc4a7b6c09 #v5.1.0
       with:
         fetch-depth: 0  # Ensure full history is available
-    - name: Install required dependencies
-      run: |
-        sudo apt-get update
-        sudo apt-get install -y bash git
     - name: Run copyright check
       run: |
         chmod +x ./etc/scripts/set_copyright_year.sh
@@ -211,18 +239,15 @@ jobs:
         working-directory: ./compliance_tool
 
     steps:
-    - uses: actions/checkout@v4
-      with:
-        # TODO(#592): revisit when the sdk<->compliance_tool version pinning is fixed.
-        # Need tags so setuptools_scm builds the local sdk as >=1.0.0, else the loose
-        # `basyx-python-sdk>=1.0.0` pin lets pip replace it with the PyPI release.
-        fetch-depth: 0
+    - uses: actions/checkout@fbc6f3992d24b796d5a048ff273f7fcc4a7b6c09 #v5.1.0
     - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v5
+      uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v7
       with:
         python-version: ${{ matrix.python-version }}
+        cache: "pip"
+        cache-dependency-path: "**/pyproject.toml"
     - name: Install Python dependencies
-      # install the local sdk first so its version satisfies the >=1.0.0 pin and pip keeps it instead of PyPI
+      # install the local sdk in editable mode so it does not get overwritten
       run: |
         python -m pip install --upgrade pip
         python -m pip install ../sdk
@@ -236,25 +261,22 @@ jobs:
         python -m coverage report -m
 
   compliance-tool-static-analysis:
-    # This job runs static code analysis, namely pycodestyle and mypy
+    # This job runs static code analysis, namely ruff and mypy
     runs-on: ubuntu-latest
 
     defaults:
       run:
         working-directory: ./compliance_tool
     steps:
-    - uses: actions/checkout@v4
-      with:
-        # TODO(#592): revisit when the sdk<->compliance_tool version pinning is fixed.
-        # Need tags so setuptools_scm builds the local sdk as >=1.0.0, else the loose
-        # `basyx-python-sdk>=1.0.0` pin lets pip replace it with the PyPI release.
-        fetch-depth: 0
+    - uses: actions/checkout@fbc6f3992d24b796d5a048ff273f7fcc4a7b6c09 #v5.1.0
     - name: Set up Python ${{ env.X_PYTHON_MIN_VERSION }}
-      uses: actions/setup-python@v5
+      uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v7
       with:
         python-version: ${{ env.X_PYTHON_MIN_VERSION }}
+        cache: "pip"
+        cache-dependency-path: "**/pyproject.toml"
     - name: Install Python dependencies
-      # install the local sdk first so its version satisfies the >=1.0.0 pin and pip keeps it instead of PyPI
+      # install the local sdk in editable mode so it does not get overwritten
       run: |
         python -m pip install --upgrade pip
         python -m pip install ../sdk
@@ -262,6 +284,9 @@ jobs:
     - name: Check typing with MyPy
       run: |
         python -m mypy aas_compliance_tool test
+    - name: Check formatting and linting rules with Ruff
+      run: |
+        python -m ruff check 
 
   compliance-tool-package:
     # This job checks if we can build our compliance_tool package
@@ -271,9 +296,9 @@ jobs:
       run:
         working-directory: ./compliance_tool
     steps:
-    - uses: actions/checkout@v4
+    - uses: actions/checkout@fbc6f3992d24b796d5a048ff273f7fcc4a7b6c09 #v5.1.0
     - name: Set up Python ${{ env.X_PYTHON_MIN_VERSION }}
-      uses: actions/setup-python@v5
+      uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v7
       with:
         python-version: ${{ env.X_PYTHON_MIN_VERSION }}
     - name: Install dependencies
@@ -284,24 +309,22 @@ jobs:
       run: |
         python -m build
 
- #server-test:
-    # TODO: This job runs the unittests on the python versions specified down at the matrix
-    #   and aas-test-engines on the server
-
 
   server-static-analysis:
-    # This job runs static code analysis, namely pycodestyle and mypy
+    # This job runs static code analysis, namely ruff and mypy
     runs-on: ubuntu-latest
 
     defaults:
       run:
         working-directory: ./server
     steps:
-    - uses: actions/checkout@v4
+    - uses: actions/checkout@fbc6f3992d24b796d5a048ff273f7fcc4a7b6c09 #v5.1.0
     - name: Set up Python ${{ env.X_PYTHON_MIN_VERSION }}
-      uses: actions/setup-python@v5
+      uses: actions/setup-python@ece7cb06caefa5fff74198d8649806c4678c61a1 # v7
       with:
         python-version: ${{ env.X_PYTHON_MIN_VERSION }}
+        cache: "pip"
+        cache-dependency-path: "**/pyproject.toml"
     - name: Install Python dependencies
       run: |
         python -m pip install --upgrade pip
@@ -310,32 +333,42 @@ jobs:
     - name: Check typing with MyPy
       run: |
         python -m mypy app test
+    - name: Check formatting and linting rules with Ruff
+      run: |
+        python -m ruff check
 
-  server-repository-docker:
+  server-docker:
     # This job checks if we can build our server package
     runs-on: ubuntu-latest
-    defaults:
-      run:
-        working-directory: ./server/docker/repository
+    strategy:
+      matrix:
+        service: ["repository", "discovery", "registry"]
+      fail-fast: false
     steps:
-      - uses: actions/checkout@v4
-      - name: Build the Docker image
-        run: |
-          docker build -t basyx-python-server -f Dockerfile ../../..
+      - name: Checkout Repository
+        uses: actions/checkout@fbc6f3992d24b796d5a048ff273f7fcc4a7b6c09 #v5.1.0
+
+      - uses: ./.github/actions/build-server
+        id: build
+        with:
+          server-profile: ${{ matrix.service }}
+          load: true
+          publish: false
+          platform: linux/amd64
       - name: Run container
         run: |
-           docker run -d --name basyx-python-server basyx-python-server
+           docker run -d --name basyx-python-${{ matrix.service }} -p 9080:80 --pull=never ${{ steps.build.outputs.image-ref }}
       - name: Wait for container and server initialization
         run: |
           timeout 30s bash -c '
-            until docker logs basyx-python-server 2>&1 | grep -q "INFO success: quit_on_failure entered RUNNING state"; do
+            until docker logs basyx-python-${{ matrix.service }} 2>&1 | grep -q "INFO success: quit_on_failure entered RUNNING state"; do
               sleep 2
             done
           '
-      - name: Check if container is running
+      - name: Check if service is alive
         run: |
-          docker inspect --format='{{.State.Running}}' basyx-python-server | grep true
+          curl -f http://localhost:9080/api/${{ env.X_API_VERSION }}/description
       - name: Stop and remove the container
         run: |
-          docker stop basyx-python-server && docker rm basyx-python-server
+          docker stop basyx-python-${{ matrix.service }} && docker rm basyx-python-${{ matrix.service }}
 
diff --git a/compliance_tool/pyproject.toml b/compliance_tool/pyproject.toml
index 64f8adf8..a26b85a5 100644
--- a/compliance_tool/pyproject.toml
+++ b/compliance_tool/pyproject.toml
@@ -45,6 +45,7 @@ dependencies = [
 dev = [
     "mypy",
     "pycodestyle",
+    "ruff==0.16.0",
     "codeblocks",
     "coverage",
 ]
diff --git a/etc/scripts/check_python_versions_coincide.py b/etc/scripts/check_python_versions_coincide.py
index 013860d3..0bb4e3db 100644
--- a/etc/scripts/check_python_versions_coincide.py
+++ b/etc/scripts/check_python_versions_coincide.py
@@ -1,6 +1,6 @@
 """
-This helper script checks if the Python versions defined in a `pyproject.toml` coincide with the given `min_version`
-and `max_version` and returns an error if they don't.
+This helper script checks if the Python versions defined in a `pyproject.toml` or `Dockerfile` coincide with the given
+`min_version` and `max_version` and returns an error if they don't.
 """
 import argparse
 import re
@@ -8,41 +8,60 @@
 
 from packaging.version import InvalidVersion, Version
 
+def get_version_pyproject(file_path: str) -> str:
+    with open(file_path, "r") as f:
+        pyproject_content = f.read()
 
-def main(pyproject_toml_path: str, min_version: str, max_version: str) -> None:
+    match = re.search(r'requires-python\s*=\s*">=([\d.]+)"', pyproject_content)
+    if not match:
+        print(f"Error: `requires-python` field not found or invalid format in `{file_path}`")
+        sys.exit(1)
+
+    return match.group(1)
+
+def get_version_dockerfile(file_path: str) -> str:
+    with open(file_path, "r") as f:
+        pyproject_content = f.read()
+
+    match = re.search(r'^FROM\s+python:([\d.]+)', pyproject_content)
+    if not match:
+        print(f"Error: Definition of base image `FROM python:x.x` not found in `{file_path}`")
+        sys.exit(1)
+
+    return match.group(1)
+
+def main(file_path: str, is_dockerfile: bool, min_version: str, max_version: str) -> None:
     # Load and check `requires-python` version from `pyproject.toml`
     try:
-        with open(pyproject_toml_path, "r") as f:
-            pyproject_content = f.read()
-
-        match = re.search(r'requires-python\s*=\s*">=([\d.]+)"', pyproject_content)
-        if not match:
-            print(f"Error: `requires-python` field not found or invalid format in `{pyproject_toml_path}`")
-            sys.exit(1)
+        if is_dockerfile:
+            used_version = get_version_dockerfile(file_path)
+        else:
+            used_version = get_version_pyproject(file_path)
 
-        pyproject_version = match.group(1)
-        if Version(pyproject_version) < Version(min_version):
-            print(f"Error: Python version in `{pyproject_toml_path}` `requires-python` ({pyproject_version}) "
+        if Version(used_version) < Version(min_version):
+            print(f"Error: Python version in `{file_path}` ({used_version}) "
                   f"is smaller than `min_version` ({min_version}).")
             sys.exit(1)
 
     except FileNotFoundError:
-        print(f"Error: File not found: `{pyproject_toml_path}`.")
+        print(f"Error: File not found: `{file_path}`.")
         sys.exit(1)
 
-    print(f"Success: Version in pyproject.toml `requires-python` (>={pyproject_version}) "
+    print(f"Success: Version in `{file_path}` ({used_version}) "
           f"matches expected versions ([{min_version} to {max_version}]).")
 
 
 if __name__ == "__main__":
-    parser = argparse.ArgumentParser(description="Check Python version support and alignment with pyproject.toml.")
-    parser.add_argument("pyproject_toml_path", help="Path to the `pyproject.toml` file to check.")
+    parser = argparse.ArgumentParser(description="Check Python version support and alignment with pyproject.toml or Dockerfile.")
+    parser.add_argument("file_path", help="Path to the `pyproject.toml` or `Dockerfile` file to check.")
+    parser.add_argument("--docker", action="store_true",
+                        help="Set, if checking a `Dockerfile`, otherwise `pyproject.toml` is assumed.")
     parser.add_argument("min_version", help="The minimum Python version.")
     parser.add_argument("max_version", help="The maximum Python version.")
     args = parser.parse_args()
 
     try:
-        main(args.pyproject_toml_path, args.min_version, args.max_version)
+        main(args.file_path, args.docker, args.min_version, args.max_version)
     except InvalidVersion:
         print("Error: Invalid version format provided.")
         sys.exit(1)
diff --git a/sdk/pyproject.toml b/sdk/pyproject.toml
index b2a7a6b7..ba010aa4 100644
--- a/sdk/pyproject.toml
+++ b/sdk/pyproject.toml
@@ -45,6 +45,7 @@ dependencies = [
 dev = [
     "mypy==1.15.0",
     "pycodestyle",
+    "ruff==0.16.0",
     "codeblocks",
     "coverage",
     "schemathesis~=3.7",
diff --git a/server/pyproject.toml b/server/pyproject.toml
index 8c40deff..e8799039 100644
--- a/server/pyproject.toml
+++ b/server/pyproject.toml
@@ -44,6 +44,7 @@ dependencies = [
 dev = [
     "mypy",
     "pycodestyle",
+    "ruff==0.16.0",
     "codeblocks",
     "schemathesis~=3.7",
     "jsonschema~=4.7",