diff --git a/.github/workflows/ci.yml b/.github/workflows/ci.yml
index 2ed4fe9d..adbfe46c 100644
--- a/.github/workflows/ci.yml
+++ b/.github/workflows/ci.yml
@@ -1,5 +1,8 @@
 name: Full CI
-on: [push]
+on: [push, pull_request]
+
+permissions:
+  pull-requests: write
 
 jobs:
   formatter:
@@ -7,6 +10,8 @@ jobs:
 
   unit-test:
     uses: ./.github/workflows/pytest.yml
+    with:
+        pr_number: ${{ github.event.pull_request.number }}
 
   unit-test-matrix:
     uses: ./.github/workflows/pytest-matrix.yml
diff --git a/.github/workflows/pytest.yml b/.github/workflows/pytest.yml
index 75e9b537..0226e64f 100644
--- a/.github/workflows/pytest.yml
+++ b/.github/workflows/pytest.yml
@@ -1,5 +1,15 @@
 name: Run Pytest with Coverage
-on: [workflow_call]
+on: 
+  workflow_call:
+      inputs:
+        pr_number:
+          description: 'Pull request number'
+          required: false
+          type: number
+
+
+permissions:
+  pull-requests: write
 
 jobs:
   pytest:
@@ -40,13 +50,46 @@ jobs:
           pip install -e .[dev,pyside6]
 
       - name: Run Pytest with Coverage
+        id: coverage
         run: |
           pip install coverage pytest pytest-random-order
           coverage run --source=./bec_widgets -m pytest -v --junitxml=report.xml --maxfail=2 --random-order --full-trace ./tests/unit_tests
-          coverage report
-          coverage xml
-      - name: Upload coverage reports to Codecov
-        uses: codecov/codecov-action@v5
+
+          full_report=$(coverage report)
+          coverage xml -i -o coverage.cobertura.xml
+
+            # Extract total coverage %
+          COVERAGE=$(echo "$full_report" | grep TOTAL | awk '{print $4}' | sed 's/%//')
+          echo "coverage=$COVERAGE" >> $GITHUB_OUTPUT
+
+      - name: Code Coverage Summary Report
+        uses: irongut/CodeCoverageSummary@v1.3.0
         with:
-          token: ${{ secrets.CODECOV_TOKEN }}
-          slug: bec-project/bec_widgets
\ No newline at end of file
+          filename: coverage.cobertura.xml
+          format: 'markdown'
+          output: 'both'
+
+      - name: Format Coverage Report
+        shell: bash
+        run: |
+          tmpfile=$(cat code-coverage-results.md)
+          echo "## Code Coverage Report" > code-coverage-results-formatted.md
+          echo "![Coverage Badge](https://img.shields.io/badge/coverage-${{ steps.coverage.outputs.coverage }}%25-brightgreen)" >> code-coverage-results-formatted.md
+          echo "<details>" >> code-coverage-results-formatted.md
+          echo "<summary>Code Coverage</summary>" >> code-coverage-results-formatted.md
+          echo >> code-coverage-results-formatted.md
+          echo >> code-coverage-results-formatted.md
+          echo "$tmpfile" >> code-coverage-results-formatted.md
+          echo "</details>" >> code-coverage-results-formatted.md
+
+      - name: Add Coverage PR Comment
+        if: ${{ github.event_name == 'pull_request' }}
+        uses: marocchino/sticky-pull-request-comment@v2
+        with:
+          number: ${{ github.event.pull_request.number }}
+          recreate: true
+          path: code-coverage-results-formatted.md
+
+      - name: Write Coverage to Job Summary
+        shell: bash
+        run: cat code-coverage-results.md >> $GITHUB_STEP_SUMMARY
\ No newline at end of file