diff --git a/.github/workflows/coverage.yml b/.github/workflows/coverage.yml
index af2ea9480cc..69964c3a902 100644
--- a/.github/workflows/coverage.yml
+++ b/.github/workflows/coverage.yml
@@ -7,20 +7,14 @@ on:
   pull_request:
 
 jobs:
-  run:
-    runs-on: ${{ matrix.os }}
-    strategy:
-      matrix:
-        python-version: [ '3.9' ]
-        os: [ ubuntu-latest ]
-
+  generate_and_upload_report:
+    name: Generate and upload coverage report
+    runs-on: ubuntu-latest
     steps:
       - uses: actions/checkout@v3
-
-      - name: Set up Python ${{ matrix.python-version }}
-        uses: actions/setup-python@v3
+      - uses: actions/setup-python@v3
         with:
-          python-version: ${{ matrix.python-version }}
+          python-version: 3.8
 
       - name: Install dependencies
         run: |
@@ -34,17 +28,15 @@ jobs:
           coverage combine
           coverage xml
 
-      - name: Code Coverage Summary Report
-        uses: irongut/CodeCoverageSummary@v1.2.0
+      - name: Upload to Codecov
+        uses: codecov/codecov-action@v3
         with:
-          filename: coverage.xml
-          format: markdown
-          badge: true
-          output: console
+          token: ${{ secrets.CODECOV_PROJECT_TOKEN }} # during `pull_request` event this field is empty
+          files: ./coverage.xml
 
-      - uses: actions/upload-artifact@v2
+      - name: Upload to Codacy
+        if: github.event_name == 'push'
+        uses: codacy/codacy-coverage-reporter-action@v1
         with:
-          name: coverage_report
-          path: ./coverage.xml
-
-
+          project-token: ${{ secrets.CODACY_PROJECT_TOKEN }}
+          coverage-reports: ./coverage.xml
diff --git a/.github/workflows/documentation.yml b/.github/workflows/documentation.yml
index 3f1795c3647..5cf0dcb7876 100644
--- a/.github/workflows/documentation.yml
+++ b/.github/workflows/documentation.yml
@@ -11,7 +11,7 @@ jobs:
 
       - uses: actions/setup-python@v3
         with:
-          python-version: '3.8'
+          python-version: 3.8
 
       - name: Install dependencies
         run: |
diff --git a/.github/workflows/pytest.yml b/.github/workflows/pytest.yml
index d9f21157f45..9f49f1bd613 100644
--- a/.github/workflows/pytest.yml
+++ b/.github/workflows/pytest.yml
@@ -11,8 +11,8 @@ jobs:
     runs-on: ${{ matrix.os }}
     strategy:
       matrix:
-        python-version: ['3.8']
-        os: [macos-latest, windows-latest, ubuntu-latest]
+        python-version: [ '3.8' ]
+        os: [ macos-latest, windows-latest, ubuntu-latest ]
 
     steps:
       - uses: actions/checkout@v3
diff --git a/.github/workflows/upload_coverage.yml b/.github/workflows/upload_coverage.yml
deleted file mode 100644
index 72e15c9bab5..00000000000
--- a/.github/workflows/upload_coverage.yml
+++ /dev/null
@@ -1,32 +0,0 @@
-# See: https://securitylab.github.com/research/github-actions-preventing-pwn-requests/
-name: Upload Coverage
-
-on:
-  workflow_run:
-    workflows: [ 'Coverage' ]
-    types:
-      - completed
-
-jobs:
-  upload:
-    runs-on: ubuntu-latest
-    if: github.event.workflow_run.conclusion == 'success'
-
-    steps:
-      - name: Download coverage report
-        uses: dawidd6/action-download-artifact@v2
-        with:
-          workflow: coverage.yml
-          name: coverage_report
-
-      - name: Upload to Codacy
-        uses: codacy/codacy-coverage-reporter-action@v1
-        with:
-          project-token: ${{ secrets.CODACY_PROJECT_TOKEN }}
-          coverage-reports: ./coverage.xml
-
-      - name: Upload to Codecov
-        uses: codecov/codecov-action@v2
-        with:
-          token: ${{ secrets.CODECOV_PROJECT_TOKEN }}
-          files: ./coverage.xml