diff --git a/.github/workflows/pylint_sonarqube.yml b/.github/workflows/pylint_sonarqube.yml
index a22d3cf..b0522ae 100644
--- a/.github/workflows/pylint_sonarqube.yml
+++ b/.github/workflows/pylint_sonarqube.yml
@@ -1,5 +1,4 @@
 name: Pylint and SonarCloud
-
 on: 
   push:
     branches: [ main, master, staging ]
@@ -12,43 +11,46 @@ jobs:
     strategy:
       matrix:
         python-version: ["3.10"]
+    
     steps:
     - uses: actions/checkout@v4
       with:
-        fetch-depth: 0  # Needed for SonarCloud
-
+        fetch-depth: 0  # Necessário para SonarCloud
+    
     - name: Set up Python ${{ matrix.python-version }}
-      uses: actions/setup-python@v3
+      uses: actions/setup-python@v4
       with:
         python-version: ${{ matrix.python-version }}
-
+    
     - name: Install dependencies
       run: |
         python -m pip install --upgrade pip
         if [ -f requirements.txt ]; then pip install -r requirements.txt; fi
         pip install pylint ruff coverage pytest
-
+    
     - name: Analysing the code with pylint (console output)
       run: |
-        pylint --disable=C0114,C0115,C0116 --exit-zero $(git ls-files '*.py')
-
+        pylint --disable=C0114,C0115,C0116 --exit-zero $(git ls-files '*.py') || true
+    
     - name: Generate Pylint report for SonarCloud
       run: |
-        pylint --disable=C0114,C0115,C0116 --output-format=json --exit-zero $(git ls-files '*.py') > pylint-report.json
-
+        pylint --disable=C0114,C0115,C0116 --output-format=json --exit-zero $(git ls-files '*.py') > pylint-report.json || true
+    
     - name: Run Ruff
       run: |
         ruff check --output-format=json . > ruff-report.json || true
-
+    
     - name: Run tests with coverage (if you have tests)
       run: |
         if [ -d "tests" ] || [ -f "test_*.py" ] || [ -f "*_test.py" ]; then
           coverage run -m pytest || true
-          coverage xml
+          coverage xml || true
+        else
+          echo "No tests found, skipping coverage"
         fi
-
+    
     - name: SonarCloud Scan
-      uses: SonarSource/sonarcloud-github-action@master
+      uses: SonarSource/sonarqube-scan-action@v5.0.0
       env:
         GITHUB_TOKEN: ${{ secrets.GITHUB_TOKEN }}
         SONAR_TOKEN: ${{ secrets.SONAR_TOKEN }}
@@ -57,6 +59,5 @@ jobs:
           -Dsonar.projectKey=gmbrax_Pilgrim
           -Dsonar.organization=gmbrax
           -Dsonar.python.pylint.reportPaths=pylint-report.json
+          -Dsonar.python.ruff.reportPaths=ruff-report.json
           -Dsonar.python.coverage.reportPaths=coverage.xml
-           -Dsonar.python.ruff.reportPaths=ruff-report.json
-