diff --git a/.github/workflows/docs.yml b/.github/workflows/docs.yml
index 3baf5b08..75bfe88c 100644
--- a/.github/workflows/docs.yml
+++ b/.github/workflows/docs.yml
@@ -9,7 +9,7 @@ on:
 
 jobs:
   Build-Docs:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     permissions:
       contents: write
     steps:
@@ -22,7 +22,7 @@ jobs:
         with:
           python-version-file: ".python-version"
       - name: Install uv
-        uses: astral-sh/setup-uv@d9e0f98d3fc6adb07d1e3d37f3043649ddad06a1 # v6.5.0
+        uses: astral-sh/setup-uv@4959332f0f014c5280e7eac8b70c90cb574c9f9b # v6.6.0
       - name: Install dependencies
         run: |
           uv sync --locked --extra docs
diff --git a/.github/workflows/pre_commit.yml b/.github/workflows/pre_commit.yml
index 0552ab73..fe42ade5 100644
--- a/.github/workflows/pre_commit.yml
+++ b/.github/workflows/pre_commit.yml
@@ -15,7 +15,7 @@ on:
 
 jobs:
   Code-Quality-Checks:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     steps:
       - name: CHECKOUT REPOSITORY
         uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
@@ -30,7 +30,7 @@ jobs:
         with:
           node-version: 22
       - name: Install uv
-        uses: astral-sh/setup-uv@d9e0f98d3fc6adb07d1e3d37f3043649ddad06a1 # v6.5.0
+        uses: astral-sh/setup-uv@4959332f0f014c5280e7eac8b70c90cb574c9f9b # v6.6.0
       - name: Install dependencies
         run: |
           uv sync --locked --all-extras
@@ -38,7 +38,7 @@ jobs:
         run: |
           uv run pre-commit run --all-files
   Unit-Tests:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     steps:
       - name: CHECKOUT REPOSITORY
         uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
@@ -49,7 +49,7 @@ jobs:
         with:
           python-version-file: ".python-version"
       - name: Install uv
-        uses: astral-sh/setup-uv@d9e0f98d3fc6adb07d1e3d37f3043649ddad06a1 # v6.5.0
+        uses: astral-sh/setup-uv@4959332f0f014c5280e7eac8b70c90cb574c9f9b # v6.6.0
       - name: Install dependencies
         run: |
           uv sync --locked --extra tests --extra ovms
diff --git a/.github/workflows/publish.yaml b/.github/workflows/publish.yaml
index 1e6edbd6..aa2fe8c6 100644
--- a/.github/workflows/publish.yaml
+++ b/.github/workflows/publish.yaml
@@ -48,7 +48,7 @@ jobs:
       id-token: write # required by trusted publisher
     steps:
       - name: Download artifacts
-        uses: actions/download-artifact@v5
+        uses: actions/download-artifact@634f93cb2916e3fdff6788551b99b062d0335ce0 # v5
         with:
           path: dist
           pattern: artifact-*
diff --git a/.github/workflows/renovate-config-validator.yml b/.github/workflows/renovate-config-validator.yml
index 7740df58..6c82649e 100644
--- a/.github/workflows/renovate-config-validator.yml
+++ b/.github/workflows/renovate-config-validator.yml
@@ -29,7 +29,7 @@ jobs:
     runs-on: ubuntu-latest
     steps:
       - name: Checkout configuration
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
           persist-credentials: false
 
diff --git a/.github/workflows/renovate.yml b/.github/workflows/renovate.yml
index 2e2a0674..b08267a6 100644
--- a/.github/workflows/renovate.yml
+++ b/.github/workflows/renovate.yml
@@ -60,19 +60,19 @@ jobs:
 
     steps:
       - name: Checkout
-        uses: actions/checkout@11bd71901bbe5b1630ceea73d27597364c9af683 # v4.2.2
+        uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
           persist-credentials: false
 
       - name: Get token
         id: get-github-app-token
-        uses: actions/create-github-app-token@df432ceedc7162793a195dd1713ff69aefc7379e # v2.0.6
+        uses: actions/create-github-app-token@a8d616148505b5069dccd32f177bb87d7f39123b # v2.1.1
         with:
           app-id: ${{ secrets.RENOVATE_APP_ID }}
           private-key: ${{ secrets.RENOVATE_APP_PEM }}
 
       - name: Self-hosted Renovate
-        uses: renovatebot/github-action@13f127373fd3dc43b41b0979e37ba570d6c2b8f4 # v43.0.0
+        uses: renovatebot/github-action@b11417b9eaac3145fe9a8544cee66503724e32b6 # v43.0.8
         with:
           configurationFile: .github/renovate.json5
           token: "${{ steps.get-github-app-token.outputs.token }}"
diff --git a/.github/workflows/test_accuracy.yml b/.github/workflows/test_accuracy.yml
index 5869e443..a52fbe08 100644
--- a/.github/workflows/test_accuracy.yml
+++ b/.github/workflows/test_accuracy.yml
@@ -10,7 +10,7 @@ concurrency:
   cancel-in-progress: true
 jobs:
   test_accuracy:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     steps:
       - uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
         with:
@@ -19,7 +19,7 @@ jobs:
         with:
           python-version-file: ".python-version"
       - name: Install uv
-        uses: astral-sh/setup-uv@d9e0f98d3fc6adb07d1e3d37f3043649ddad06a1 # v6.5.0
+        uses: astral-sh/setup-uv@4959332f0f014c5280e7eac8b70c90cb574c9f9b # v6.6.0
       - name: Install dependencies
         run: |
           uv sync --locked --extra tests --extra build --extra-index-url https://download.pytorch.org/whl/cpu
diff --git a/.github/workflows/test_precommit.yml b/.github/workflows/test_precommit.yml
index 8cf222ac..3f49b67c 100644
--- a/.github/workflows/test_precommit.yml
+++ b/.github/workflows/test_precommit.yml
@@ -10,7 +10,7 @@ concurrency:
   cancel-in-progress: true
 jobs:
   Python-Functional-Tests:
-    runs-on: ubuntu-22.04
+    runs-on: ubuntu-24.04
     steps:
       - name: CHECKOUT REPOSITORY
         uses: actions/checkout@08c6903cd8c0fde910a37f88322edcfb5dd907a8 # v5.0.0
@@ -21,7 +21,7 @@ jobs:
         with:
           python-version-file: ".python-version"
       - name: Install uv
-        uses: astral-sh/setup-uv@d9e0f98d3fc6adb07d1e3d37f3043649ddad06a1 # v6.5.0
+        uses: astral-sh/setup-uv@4959332f0f014c5280e7eac8b70c90cb574c9f9b # v6.6.0
       - name: Install dependencies
         run: |
           uv sync --locked --extra tests --extra ovms --extra-index-url https://download.pytorch.org/whl/cpu
@@ -51,7 +51,7 @@ jobs:
         with:
           python-version: ${{ matrix.python-version }}
       - name: Install uv
-        uses: astral-sh/setup-uv@d9e0f98d3fc6adb07d1e3d37f3043649ddad06a1 # v6.5.0
+        uses: astral-sh/setup-uv@4959332f0f014c5280e7eac8b70c90cb574c9f9b # v6.6.0
       - name: serving_api
         run: |
           uv sync --locked --extra tests --extra ovms