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

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 ID Status Bias Status
2025-09-11 00:00 #108 completed ✅ Clean
2025-08-17 00:01 #83 in_progress ✅ Clean
2025-08-11 00:00 #77 completed ✅ Clean
2025-08-10 00:00 #76 completed ✅ Clean
2025-08-09 00:00 #75 completed ✅ Clean
2025-08-08 00:00 #74 completed ✅ Clean
2025-07-31 00:00 #66 completed ✅ Clean
2025-07-13 21:37 #48 completed ❌ Biased
2025-07-12 23:44 #41 in_progress ❌ 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 }}