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
powershell_heavy
windows_tools
windows_first
Summary
The documentation page demonstrates a Windows bias by providing detailed PowerShell examples and referencing PowerShell scripts for OAuth authorization, while not mentioning or providing equivalent Linux shell (bash) or cross-platform scripting alternatives. Windows tools and patterns (PowerShell, virtual machine with browser sessions) are referenced exclusively or before Linux equivalents. The Azure CLI example is present, but there is a heavier emphasis on PowerShell and Windows-centric workflows.
Recommendations
  • Provide bash or shell script examples for deploying Resource Manager templates, especially for OAuth authorization steps.
  • Explicitly mention that Azure CLI is cross-platform and provide guidance for Linux/macOS users where relevant.
  • Include instructions or references for running CI/CD pipelines and deployment tasks on Linux agents, not just Windows VMs.
  • If PowerShell scripts are referenced, offer equivalent bash scripts or note how Linux users can achieve the same outcome.
  • Review and update language to avoid assuming a Windows environment (e.g., 'run as a standard user account on a virtual machine' could mention Linux VMs or containers).
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
2026-01-09 00:34 #234 completed Biased Biased
2026-01-08 00:53 #231 completed Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets