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
windows_tools
Summary
The documentation provides both Azure CLI (Bash) and Azure PowerShell examples throughout, but there is a subtle Windows bias. PowerShell is consistently presented as an equal alternative to Bash/CLI, and in some cases, Windows-specific tools and APIs (such as Connect-AzAccount and CommandLineToArgvW) are referenced without Linux equivalents or context. The documentation also references Windows-centric patterns (e.g., PowerShell error handling, Start-Sleep) and APIs before or more prominently than their Linux/Bash counterparts. There are no explicit Linux-only examples or guidance, and the documentation assumes familiarity with PowerShell and Windows scripting conventions.
Recommendations
  • Where Windows-specific APIs or tools are mentioned (e.g., Connect-AzAccount, CommandLineToArgvW), provide equivalent Linux/Bash context or explain their relevance for cross-platform users.
  • When discussing error handling, provide Bash/Linux best practices (e.g., set -e, trap) alongside PowerShell's $ErrorActionPreference.
  • Clarify that both Bash (for Azure CLI) and PowerShell (for Azure PowerShell) are supported equally, and avoid implying that PowerShell is the default or preferred scripting environment.
  • Include explicit notes or examples for Linux users where behaviors may differ (e.g., file paths, environment variable access, script extensions).
  • Consider adding a section or callout for cross-platform scripting tips, highlighting any differences or caveats for Linux vs. Windows users.
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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
2026-01-12 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 Biased Biased
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-08-11 00:00 #77 completed Biased Biased
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
2025-08-07 00:00 #73 completed Biased Biased
2025-08-06 00:00 #72 completed Clean Clean
2025-08-05 00:00 #71 completed Clean Clean
2025-08-04 00:00 #70 cancelled Biased Biased
2025-08-03 00:00 #69 completed Biased Biased
2025-08-02 00:00 #68 cancelled Clean Clean
2025-08-01 00:00 #67 completed Biased Biased
2025-07-31 00:00 #66 completed Clean Clean
2025-07-30 00:00 #65 completed Clean Clean
2025-07-29 00:01 #64 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean

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