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_first
powershell_heavy
Summary
The documentation presents Azure PowerShell examples before Azure CLI examples in all relevant sections, and references to PowerShell cmdlets are repeated even in CLI sections. This ordering and emphasis can be perceived as a Windows-first and PowerShell-heavy bias, as Linux users are more likely to use Azure CLI or Bash. However, the documentation does provide Azure CLI examples and does not exclusively use Windows tools.
Recommendations
  • Alternate the order of PowerShell and CLI examples, or present CLI examples first in some sections to better reflect cross-platform usage.
  • In CLI sections, avoid referencing PowerShell cmdlets (e.g., for viewing registration status, use 'az feature show' instead of 'Get-AzProviderFeature').
  • Explicitly mention that both PowerShell and CLI are cross-platform, and provide Bash script examples where relevant.
  • Add a short note or table at the beginning clarifying that all operations can be performed on Windows, Linux, or macOS, and link to platform-specific installation guides for Azure CLI and PowerShell.
  • Where possible, include ARM/Bicep/Terraform examples alongside imperative commands to further increase platform neutrality.
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Scan History

Date Scan Status Result
2026-01-15 00:00 #254 completed Clean Clean
2026-01-14 00:00 #250 in_progress Biased Biased
2026-01-13 00:00 #246 completed Biased Biased
2026-01-12 00:00 #243 cancelled 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 Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-08-29 00:01 #95 completed Biased Biased
2025-08-28 00:01 #94 cancelled Biased Biased
2025-08-27 00:01 #93 cancelled Biased Biased
2025-08-26 00:00 #92 cancelled Biased Biased
2025-08-25 00:01 #91 cancelled Biased Biased
2025-08-24 00:00 #90 cancelled Biased Biased
2025-08-23 00:00 #89 cancelled Biased Biased
2025-08-22 00:01 #88 completed Biased Biased
2025-08-21 00:01 #87 cancelled Biased Biased
2025-08-20 00:01 #86 completed Biased Biased
2025-08-19 00:01 #85 completed Biased Biased
2025-08-18 00:00 #84 cancelled Biased Biased
2025-08-17 00:01 #83 cancelled Clean Clean
2025-08-12 00:00 #78 cancelled Biased Biased
2025-08-11 00:00 #77 completed Biased Biased
2025-08-10 00:00 #76 completed Biased Biased
2025-08-09 00:00 #75 completed Biased Biased
2025-08-08 00:00 #74 completed Biased Biased
2025-07-30 00:00 #65 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets