diff --git a/.github/workflows/codescan_ci.yml b/.github/workflows/codescan_ci.yml
index d886a6b..76d1544 100644
--- a/.github/workflows/codescan_ci.yml
+++ b/.github/workflows/codescan_ci.yml
@@ -4,6 +4,49 @@ on:
   pull_request:
     branches:
       - main
+jobs:
+  codescan_ci:
+// AI FIX START
+    runs-on: ${{ matrix.os }}
+    permissions:
+      contents: read
+    strategy:
+      matrix:
+        os: [ubuntu-latest, macos-latest, windows-latest]
+        python-version: ["3.10", "3.11", "3.12"]
+
+    steps:
+      - name: Check out code
+        uses: actions/checkout@v4
+
+      - name: Set up Python ${{ matrix.python-version }}
+        uses: actions/setup-python@v5
+        with:
+          python-version: ${{ matrix.python-version }}
+          cache: "pip"
+
+      - name: Install dependencies
+        run: |
+          pip install build
+          pip install -r requirements.txt
+          pip install -r requirements_ci.txt
+
+      - name: Enforce proper code formatting with isort
+        run: |
+          isort --profile=black --check-only core/ core_tests/
+
+      - name: Check linting with pylint
+        run: |
+          pylint core/
+
+      - name: Run tests with unittest
+        run: |
+          python -m unittest discover -s core_tests -p "*.py"
+
+      - name: Build the project
+        run: |
+           python -m build
+// AI FIX END
 
 jobs:
   codescan_ci:
diff --git a/.github/workflows/release-publish.yml b/.github/workflows/release-publish.yml
index 3de1345..14211e5 100644
--- a/.github/workflows/release-publish.yml
+++ b/.github/workflows/release-publish.yml
@@ -18,48 +18,43 @@ jobs:
         uses: googleapis/release-please-action@v4
         id: release
         with:
-          release-type: python
-
+release-type: python
   publish-to-testpypi:
+// AI FIX START
     needs: release
     runs-on: ubuntu-latest
     if: ${{ needs.release.outputs.release_created }}
+    permissions:
+      contents: read
     steps:
       - name: Check out code
         uses: actions/checkout@v4
-
       - name: Set up Python
         uses: actions/setup-python@v5
         with:
           python-version: "3.10"
-
       - name: Install dependencies
         run: |
           pip install build twine
-
       - name: Build the package
         run: |
           python -m build
-
       - name: Publish to TestPyPI
         run: |
           twine upload --repository testpypi dist/*
         env:
           TWINE_USERNAME: ${{ secrets.TEST_PYPI_USERNAME }}
           TWINE_PASSWORD: ${{ secrets.TEST_PYPI_PASSWORD }}
-
       - name: Upload build artifacts
         uses: actions/upload-artifact@v4
         with:
           name: dist
           path: dist/
-
   publish-to-pypi:
+// AI FIX END
     needs: publish-to-testpypi
     runs-on: ubuntu-latest
     if: ${{ needs.publish-to-testpypi.result == 'success' }}
-    steps:
-      - name: Check out code
         uses: actions/checkout@v4
 
       - name: Set up Python