diff --git a/.github/workflows/code_quality.yaml b/.github/workflows/code_quality.yaml
index 83148c833..081ec492c 100644
--- a/.github/workflows/code_quality.yaml
+++ b/.github/workflows/code_quality.yaml
@@ -25,11 +25,9 @@ jobs:
       -   name: Checkout repository
           uses: actions/checkout@v4
       -   name: Install dependencies
-          run: |
-                python -m pip install --upgrade pip
-                pip install robotframework-robocop
+          run: pipx install robotframework-robocop
       -   name: Run robocop
-          run: python -m robocop --verbose --reports sarif . || true
+          run: robocop --verbose --reports sarif . || true
       -   name: Upload SARIF file
           uses: github/codeql-action/upload-sarif@v2
           with:
@@ -39,28 +37,21 @@ jobs:
     name: python linters
     runs-on: ubuntu-latest
     env:
-      poetry_version: '1.7.1'
+      python_version: '3.11'
+      poetry_version: '1.8.3'
     steps:
       - uses: actions/checkout@v4
         with:
           fetch-depth: 0
 
-      - name: Cache poetry in ~/.local
-        uses: actions/cache@v4
-        id: cached-home-local
-        with:
-          path: ~/.local
-          key: "${{ runner.os }}-local-${{ env.poetry_version }}"
-
       - name: Install poetry
-        if: steps.cached-home-local.outputs.cache-hit != 'true'
-        run: pip install poetry==${{ env.poetry_version }}
+        run: pipx install poetry==${{ env.poetry_version }}
 
       - name: Set up Python
         id: setup-python
         uses: actions/setup-python@v5
         with:
-          python-version: '3.11'
+          python-version: '${{ env.python_version }}'
           cache: 'poetry'
 
       - name: Configure poetry
@@ -86,28 +77,19 @@ jobs:
     name: selftests
     runs-on: ubuntu-latest
     env:
-        poetry_version: '1.7.1'
+      python_version: '3.11'
+      poetry_version: '1.8.3'
     steps:
       - uses: actions/checkout@v4
-        with:
-          fetch-depth: 0
-
-      - name: Cache poetry in ~/.local
-        uses: actions/cache@v4
-        id: cached-home-local
-        with:
-          path: ~/.local
-          key: "${{ runner.os }}-local-${{ env.poetry_version }}"
 
       - name: Install poetry
-        if: steps.cached-home-local.outputs.cache-hit != 'true'
-        run: pip install poetry==${{ env.poetry_version }}
+        run: pipx install poetry==${{ env.poetry_version }}
 
       - name: Set up Python
         id: setup-python
         uses: actions/setup-python@v5
         with:
-          python-version: '3.11'
+          python-version: '${{ env.python_version }}'
           cache: 'poetry'
 
       - name: Configure poetry