diff --git a/.github/workflows/cmake-multi-platform.yml b/.github/workflows/cmake-multi-platform.yml
index 0788175d..f70fb78a 100644
--- a/.github/workflows/cmake-multi-platform.yml
+++ b/.github/workflows/cmake-multi-platform.yml
@@ -58,10 +58,8 @@ jobs:
             c_compiler: cl
 
     env:
-      ALLURE_RESULTS_PATH: 'build/${{ matrix.os }}_${{ matrix.python-version }}/allure-results'
-      ALLURE_REPORTS_PATH: 'build/${{ matrix.os }}_${{ matrix.python-version }}/allure-reports'
-      COVERAGE_REPORT_PATH: 'build/${{ matrix.os }}_${{ matrix.python-version }}/python-coverage-report'
-      PYTHONPATH: .:build/python:$PYTHONPATH
+      ALLURE_RESULTS_PATH: 'build/allure-results'
+      COVERAGE_REPORT_PATH: 'build/python-coverage'
 
     steps:
     - uses: actions/checkout@v4
@@ -203,19 +201,17 @@ jobs:
     
     - name: "[Python] Run Unit tests"
       run: >
-        poetry run pytest 
+        poetry run coverage run -m pytest 
         --alluredir $ALLURE_RESULTS_PATH 
         --color no 
-        --cov $COVERAGE_REPORT_PATH 
-        --cov-report html 
 
     - name: "[Python] Create coverage report"
-      run: poetry run coverage report
+      run: poetry run coverage html --directory build/python-coverage
 
     - name: "[Python] Store coverage results"
       uses: actions/upload-artifact@v4
       with:
-        name: upload-python-coverage-report
+        name: upload-python-coverage-report-${{ matrix.os }}_${{ matrix.python-version }}
         path: $COVERAGE_REPORT_PATH
         retention-days: 1
         if-no-files-found: error
@@ -226,6 +222,7 @@ jobs:
         name: upload-python-allure-report-${{ matrix.os }}_${{ matrix.python-version }}
         path: $ALLURE_RESULTS_PATH
         retention-days: 1
+        if-no-files-found: error
 
   allure-report:
     name: "Generate Allure Report (Aggregated Suites)"