diff --git a/.github/workflows/python-app.yml b/.github/workflows/python-app.yml
index 15543d2..c71460e 100644
--- a/.github/workflows/python-app.yml
+++ b/.github/workflows/python-app.yml
@@ -15,7 +15,7 @@ jobs:
     runs-on: ubuntu-latest
     strategy:
       matrix:
-        python-version: ["3.12.3"]  # Match local Python version
+        python-version: ["3.12.3"]  # ✅ Match local Python version
 
     steps:
       - name: Check out repository
@@ -67,11 +67,7 @@ jobs:
           CHANGED_FILES=$(git diff --name-only origin/main | grep '\.py$' || echo "")
           if [ -n "$CHANGED_FILES" ]; then pylint $CHANGED_FILES --exit-zero; else echo "No Python files changed"; fi
 
-      - name: Run Tests with Coverage (Sequential Debugging)
+      - name: Run Tests with Coverage (Parallel Execution)
         run: |
-          pytest --cov --cov-report=term-missing --cov-fail-under=90 || true
+          pytest --cov --cov-report=term-missing --cov-fail-under=90 -n auto
           echo "✅ Pytest completed"
-
-      - name: Run Plugin Tests Separately
-        run: |
-          pytest tests/test_plugins_init.py --cov --cov-report=term-missing --cov-fail-under=90 || true