diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index d723ff5..28964c9 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -3,8 +3,7 @@ on:
   push:
   pull_request:
   workflow_dispatch:
-  schedule:
-    - cron: '0 0 * * *'
+
 concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
   cancel-in-progress: true
@@ -19,9 +18,9 @@ jobs:
       matrix:
         os: [ ubuntu-latest ]
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v6
       - name: Set up Docker Buildx
-        uses: docker/setup-buildx-action@v3
+        uses: docker/setup-buildx-action@v4
       - name: Build service TEST image 
         env:
           DOCKER_BUILDKIT: 1
@@ -33,7 +32,7 @@ jobs:
       - name: Save images for downstream jobs
         run: |
           docker save local/service-test:ci | gzip > service-test.tar.gz
-      - uses: actions/upload-artifact@v4
+      - uses: actions/upload-artifact@v6
         with:
           name: test-images
           path: service-test.tar.gz
@@ -45,11 +44,11 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [ ubuntu-latest ]
+        os: [ubuntu-latest]
     needs: build-test-images
     steps:
-      - uses: actions/checkout@v4
-      - uses: actions/download-artifact@v4
+      - uses: actions/checkout@v6
+      - uses: actions/download-artifact@v6
         with:
           name: test-images
       - name: Load images
@@ -63,7 +62,7 @@ jobs:
               python -m coverage run -m pytest
             '
       - name: Upload coverage xml
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v6
         with:
           name: coverage-xml
           path: service/reports/ci/coverage.xml
diff --git a/.github/workflows/codeql.yml b/.github/workflows/codeql.yml
index 2dfd3a2..c42f4da 100644
--- a/.github/workflows/codeql.yml
+++ b/.github/workflows/codeql.yml
@@ -16,8 +16,6 @@ on:
     branches: [ "main" ]
   pull_request:
     branches: [ "main" ]
-  schedule:
-    - cron: '0 0 * * *'
 
 jobs:
   analyze:
@@ -57,7 +55,7 @@ jobs:
         # your codebase is analyzed, see https://docs.github.com/en/code-security/code-scanning/creating-an-advanced-setup-for-code-scanning/codeql-code-scanning-for-compiled-languages
     steps:
     - name: Checkout repository
-      uses: actions/checkout@v4
+      uses: actions/checkout@v6
 
     # Add any setup steps before running the `github/codeql-action/init` action.
     # This includes steps like installing compilers or runtimes (`actions/setup-node`
diff --git a/.github/workflows/lint.yml b/.github/workflows/lint.yml
index 46320c1..0a27281 100644
--- a/.github/workflows/lint.yml
+++ b/.github/workflows/lint.yml
@@ -3,8 +3,7 @@ on:
   push:
   workflow_dispatch:
   pull_request:
-  schedule:
-    - cron: '0 0 * * *'
+
 permissions:
   security-events: write
 jobs:
@@ -14,15 +13,16 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [ ubuntu-latest, windows-latest ]
-        python-version: [ "3.9", "3.10", "3.11", "3.12", "3.13" ]
+        os: [ubuntu-latest, macos-latest, windows-latest]
+        python-version: [ "3.9", "3.10", "3.11", "3.12", "3.13" , "3.14" ]
     steps:
-      - uses: actions/checkout@v4
+      - uses: actions/checkout@v6
       - name: Setup Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: ${{ matrix.python-version }}
           cache: "pip"
+          cache-dependency-path: service/requirements.test.txt
       - name: Install tools
         run: |
           python -m pip install -U pip
diff --git a/.github/workflows/pytest.yml b/.github/workflows/pytest.yml
index 7e309bd..cc80384 100644
--- a/.github/workflows/pytest.yml
+++ b/.github/workflows/pytest.yml
@@ -3,8 +3,7 @@ on:
   push:
   pull_request:
   workflow_dispatch:
-  schedule:
-    - cron: '0 0 * * *'
+
 concurrency:
   group: ${{ github.workflow }}-${{ github.ref }}
   cancel-in-progress: true
@@ -18,30 +17,31 @@ jobs:
     strategy:
       fail-fast: false
       matrix:
-        os: [ ubuntu-latest, windows-latest ]
-        python-version: [ "3.9", "3.10", "3.11", "3.12", "3.13" ]
+        os: [ubuntu-latest, macos-latest, windows-latest]
+        python-version: [ "3.9", "3.10", "3.11", "3.12", "3.13" , "3.14" ]
     env:
       PYTHONUTF8: "1"
       PYTHONPATH: ${{ github.workspace }}/service
     steps:
       - name: Checkout
-        uses: actions/checkout@v4
+        uses: actions/checkout@v6
 
       - name: Set up Python
-        uses: actions/setup-python@v5
+        uses: actions/setup-python@v6
         with:
           python-version: ${{ matrix.python-version }}
           cache: "pip"
+          cache-dependency-path: service/requirements.test.txt
 
-      - name: Install deps (Ubuntu)
-        if: matrix.os == 'ubuntu-latest'
+      - name: Install deps (Unix)
+        if: matrix.os != 'windows-latest'
         shell: bash
         run: |
           set -eux
           python -m pip install -U pip
-          pip install -r service/requirements.test.txt
+          python -m pip install -r service/requirements.test.txt
           if [ -f service/pyproject.toml ] || [ -f service/setup.cfg ] || [ -f service/setup.py ]; then
-            pip install -e service
+            python -m pip install -e service
           fi
       - name: Install deps (Windows)
         if: matrix.os == 'windows-latest'
@@ -49,7 +49,7 @@ jobs:
         run: |
           $ErrorActionPreference = "Stop"
           python -m pip install -U pip
-          pip install -r service/requirements.test.txt
+          python -m pip install -r service/requirements.test.txt
           $hasPythonProject = (Test-Path -Path 'service/pyproject.toml') -or
                             (Test-Path -Path 'service/setup.cfg') -or
                             (Test-Path -Path 'service/setup.py')
@@ -63,7 +63,7 @@ jobs:
         run: |
           python --version
           pip --version
-          pytest --version
+          python -m pytest --version
           python -c "import sys,platform,os;print(platform.platform());print(sys.version);print('PYTHONPATH=',os.environ.get('PYTHONPATH'))"
       - name: Run tests with coverage
         shell: bash
@@ -71,7 +71,7 @@ jobs:
           python -m coverage run -m pytest -q
           python -m coverage xml -o coverage.xml
       - name: Upload coverage.xml
-        uses: actions/upload-artifact@v4
+        uses: actions/upload-artifact@v6
         with:
           name: coverage-${{ matrix.os }}-py${{ matrix.python-version }}
           path: coverage.xml