diff --git a/.github/workflows/python-bandit.yml b/.github/workflows/python-bandit.yml
index 62524b7..50a6991 100644
--- a/.github/workflows/python-bandit.yml
+++ b/.github/workflows/python-bandit.yml
@@ -16,17 +16,17 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
-    - uses: actions/checkout@v3
+    - uses: actions/checkout@v4
 
     - name: Security check - Bandit
-      uses: ioggstream/bandit-report-artifacts@v0.0.2
+      uses: ioggstream/bandit-report-artifacts@v1.7.4
       with:
         project_path: .
         config_file: .bandit.yml
 
     # This is optional
     - name: Security check report artifacts
-      uses: actions/upload-artifact@v1
+      uses: actions/upload-artifact@v4
       with:
         name: Security report
         path: output/security_report.txt
diff --git a/.github/workflows/python-code-style.yml b/.github/workflows/python-code-style.yml
index 6eafe3a..536b2e5 100644
--- a/.github/workflows/python-code-style.yml
+++ b/.github/workflows/python-code-style.yml
@@ -12,13 +12,13 @@ on:
   workflow_dispatch:
 
 jobs:
-  quality:
+  format:
     runs-on: ubuntu-latest
 
     steps:
-    - uses: actions/checkout@v3
+    - uses: actions/checkout@v4
     - name: Set up Python 3.12
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v5
       with:
         python-version: "3.12"
     - name: Install dependencies
diff --git a/.github/workflows/python-lint.yml b/.github/workflows/python-lint.yml
index 2aef7d3..280860d 100644
--- a/.github/workflows/python-lint.yml
+++ b/.github/workflows/python-lint.yml
@@ -12,13 +12,13 @@ on:
   workflow_dispatch:
 
 jobs:
-  quality:
+  lint:
     runs-on: ubuntu-latest
 
     steps:
-    - uses: actions/checkout@v3
+    - uses: actions/checkout@v4
     - name: Set up Python 3.12
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v5
       with:
         python-version: "3.12"
     - name: Install dependencies
diff --git a/.github/workflows/python-quality.yml b/.github/workflows/python-quality.yml
index a32b2f0..171a92d 100644
--- a/.github/workflows/python-quality.yml
+++ b/.github/workflows/python-quality.yml
@@ -16,9 +16,9 @@ jobs:
     runs-on: ubuntu-latest
 
     steps:
-    - uses: actions/checkout@v3
+    - uses: actions/checkout@v4
     - name: Set up Python 3.12
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v5
       with:
         python-version: "3.12"
     - name: Install dependencies
@@ -28,7 +28,7 @@ jobs:
         poetry config virtualenvs.create false
         poetry install --no-root --with dev
     - name: Test & publish code coverage
-      uses: paambaati/codeclimate-action@v3.2.0
+      uses: paambaati/codeclimate-action@v5.0.0
       env:
         CC_TEST_REPORTER_ID: ${{ secrets.CODECLIMATE_REPORTER_ID }}
       with:
diff --git a/.github/workflows/python-tests.yml b/.github/workflows/python-tests.yml
index 481bcd3..0aa4db3 100644
--- a/.github/workflows/python-tests.yml
+++ b/.github/workflows/python-tests.yml
@@ -19,9 +19,9 @@ jobs:
         os: [ubuntu-latest]
     runs-on: ${{ matrix.os }}
     steps:
-    - uses: actions/checkout@v3
+    - uses: actions/checkout@v4
     - name: Set up Python ${{ matrix.version }}
-      uses: actions/setup-python@v4
+      uses: actions/setup-python@v5
       with:
         python-version: "${{ matrix.version }}"
     - name: Install dependencies
@@ -36,4 +36,3 @@ jobs:
     - name: Check typing
       run: |
         make typing
-
diff --git a/.github/workflows/release.yml b/.github/workflows/release.yml
index fea8cbb..d217030 100644
--- a/.github/workflows/release.yml
+++ b/.github/workflows/release.yml
@@ -15,10 +15,10 @@ jobs:
       contents: read
     steps:
       - name: Checkout repository
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
 
       - name: Set up Python 3.12
-        uses: actions/setup-python@v4
+        uses: actions/setup-python@v5
         with:
           python-version: "3.12"
 
@@ -32,7 +32,7 @@ jobs:
           poetry build
 
       - name: Archive the dist folder
-        uses: actions/upload-artifact@v3
+        uses: actions/upload-artifact@v4
         with:
           name: dist
           path: dist
@@ -41,10 +41,10 @@ jobs:
       - name: Export version for site docs
         id: docs-version-step
         run: |
-          ./ci-scripts/docs-version.sh
-          echo "Identified version: $(./ci-scripts/docs-version.sh)"
-          echo "version=$(./ci-scripts/docs-version.sh)"
-          echo "version=$(./ci-scripts/docs-version.sh)" >> $GITHUB_OUTPUT
+          ./scripts/docs-version.sh
+          echo "Identified version: $(./scripts/docs-version.sh)"
+          echo "version=$(./scripts/docs-version.sh)"
+          echo "version=$(./scripts/docs-version.sh)" >> $GITHUB_OUTPUT
 
   publish:
     runs-on: ubuntu-latest
@@ -55,7 +55,7 @@ jobs:
 
     steps:
       - name: Download the dist folder from the build job
-        uses: actions/download-artifact@v3
+        uses: actions/download-artifact@v4
         with:
           name: dist
           path: dist
@@ -72,8 +72,8 @@ jobs:
         # REMOVE CUSTOM REPOSITORY TO  #
         # PUBLISH ON OFFICIAL PYPI     #
         ################################
-#        with:
-#          repository-url: https://test.pypi.org/legacy/
+        with:
+          repository-url: https://test.pypi.org/legacy/
 
   site:
     needs: build
diff --git a/.github/workflows/reusable-github-pages.yml b/.github/workflows/reusable-github-pages.yml
index bde5894..17231d4 100644
--- a/.github/workflows/reusable-github-pages.yml
+++ b/.github/workflows/reusable-github-pages.yml
@@ -37,10 +37,10 @@ jobs:
 
     steps:
       - name: Checkout
-        uses: actions/checkout@v3
+        uses: actions/checkout@v4
 
       - name: Set up Python 3.12
-        uses: actions/setup-python@v4
+        uses: actions/setup-python@v5
         with:
           python-version: "3.12"