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_first
windows_tools
missing_linux_example
Summary
The documentation demonstrates a Windows bias by frequently using PowerShell syntax for variable assignment and command chaining, referencing PowerShell installation as a prerequisite, and providing PowerShell-specific instructions (e.g., Connect-Graph, ConvertFrom-Json, Out-String). Windows parameter file examples are presented before Linux ones, and Windows tools/patterns are mentioned without equivalent Linux alternatives. There is a lack of explicit Linux shell (bash) examples for variable assignment and command usage, which may hinder Linux users.
Recommendations
  • Provide bash-specific examples for variable assignment and command chaining alongside PowerShell examples.
  • List Linux parameter file examples before or alongside Windows examples to avoid 'windows_first' ordering.
  • Remove PowerShell installation as a prerequisite for Azure CLI usage, or clarify that bash/zsh/fish are equally supported.
  • Replace or supplement PowerShell-specific commands (e.g., ConvertFrom-Json, Out-String) with bash/jq equivalents.
  • Explicitly mention Linux tools and patterns where applicable, ensuring parity in instructions for both platforms.
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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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets