Sad Tux - Windows bias detected
This page contains Windows bias

About This Page

This page is part of the Azure documentation. It contains code examples and configuration instructions for working with Azure services.

Bias Analysis

Detected Bias Types
windows_tools
powershell_heavy
Summary
The documentation page demonstrates a mild Windows bias by including an Azure login step that specifically enables AzPSSession (PowerShell session) in the GitHub Actions workflow example. This references a Windows-centric authentication method and PowerShell tooling, without mentioning or providing alternatives for Linux-native authentication or CLI-based approaches. However, the rest of the examples (e.g., GitHub Actions, Ubuntu runners, shell commands) are cross-platform and do not show a strong Windows-first or exclusive pattern.
Recommendations
  • Provide an alternative example for Azure authentication using the Azure CLI (az login) or a service principal, which is platform-agnostic and works natively on Linux/macOS runners.
  • Clarify that enabling AzPSSession is optional and primarily needed for workflows that require PowerShell-specific Azure modules, and suggest when to use CLI vs. PowerShell.
  • Explicitly mention that the workflow example runs on Ubuntu and is cross-platform, and provide notes or links for users running on Windows or macOS if there are differences.
  • Audit future documentation for implicit assumptions that PowerShell or Windows tools are the default, especially in cross-platform CI/CD contexts.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
2026-01-13 00:00 #246 completed Clean Clean
2026-01-11 00:00 #240 completed Clean Clean
2026-01-10 00:00 #237 completed Clean Clean
2026-01-09 00:34 #234 completed Clean Clean
2026-01-08 00:53 #231 completed Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-07-31 00:00 #66 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets

  name: Playwright Tests (Microsoft Playwright Testing)
  on:
    push:
      branches: [ main, master ]
    pull_request:
      branches: [ main, master ]
    workflow_dispatch:
      strategy:
          fail-fast: false
          matrix:
          shardIndex: [1, 2, 3, 4]
          shardTotal: [4]
  permissions: # Required when using Microsoft Entra ID to authenticate
    id-token: write
    contents: read
  jobs:
    test:
      timeout-minutes: 60
      runs-on: ubuntu-latest
      steps:
      - uses: actions/checkout@v3
      - uses: actions/setup-node@v3
        with:
          node-version: 18
        # This step is to sign-in to Azure to run tests from GitHub Action workflow.
        # You can choose how set up Authentication to Azure from GitHub Actions, this is one example. 
      - name: Login to Azure with AzPowershell (enableAzPSSession true) 
        uses: azure/login@v2 
        with: 
          client-id: ${{ secrets.AZURE_CLIENT_ID }} # Required when using Microsoft Entra ID to authenticate
          tenant-id: ${{ secrets.AZURE_TENANT_ID }}  
          subscription-id: ${{ secrets.AZURE_SUBSCRIPTION_ID }}  
          enable-AzPSSession: true 

      - name: Install dependencies
        working-directory: path/to/playwright/folder # update accordingly
        run: npm ci

      - name: Run Playwright tests
        working-directory: path/to/playwright/folder # update accordingly
        env:
          # Regional endpoint for Microsoft Playwright Testing
          PLAYWRIGHT_SERVICE_URL: ${{ secrets.PLAYWRIGHT_SERVICE_URL }}
          PLAYWRIGHT_SERVICE_RUN_ID: ${{ github.run_id }}-${{ github.run_attempt }}-${{ github.sha } #This Run_ID will be unique and will remain same across all shards
        run: npx playwright test --shard=${{ matrix.shardIndex }}/${{ matrix.shardTotal }}