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 provides both Azure PowerShell (Windows-centric) and Azure CLI (cross-platform) examples for all operations, but PowerShell examples are consistently presented first, and some explanations are more detailed for PowerShell. The use of PowerShell and Windows-specific tools (e.g., Invoke-WebRequest, ConvertTo-Json, Get-Date) may be less familiar or accessible to Linux users. There are no explicit Linux-only examples or mentions of Linux-specific patterns or tools, and Bash/CLI examples are present but not prioritized.
Recommendations
  • Alternate the order of PowerShell and Azure CLI examples, or present CLI examples first to avoid implicit prioritization of Windows tools.
  • Add explicit notes clarifying that Azure CLI examples are cross-platform and can be run on Linux, macOS, and Windows.
  • Where PowerShell uses Windows-specific commands (e.g., Invoke-WebRequest), provide equivalent Bash/curl examples for Linux users.
  • Include troubleshooting or environment setup notes for Linux users, such as installing Azure CLI or using curl for HTTP requests.
  • Consider adding a section or callout for Linux/macOS users, highlighting any differences or tips for running the examples on those platforms.
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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 Biased Biased
2026-01-10 00:00 #237 completed Biased Biased
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
2025-08-17 00:01 #83 cancelled 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 Clean Clean

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