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, and provides detailed PowerShell command usage and output, including formatting and JSON conversion, which are most relevant to Windows and PowerShell users. While Azure CLI examples are present and comprehensive, there is a slight prioritization of Windows/PowerShell tooling and patterns over Linux-native equivalents. No explicit Linux shell (bash/zsh) examples or notes about cross-platform usage are provided, and PowerShell-specific formatting commands (FT, FL, ConvertTo-Json) are highlighted without Linux shell analogs.
Recommendations
  • Alternate the order of PowerShell and Azure CLI sections, or present CLI examples first to avoid implicit prioritization.
  • Add Linux shell (bash/zsh) examples, including usage of jq or grep for filtering and formatting JSON output from Azure CLI.
  • Explicitly note that Azure CLI is cross-platform and provide guidance for both Windows and Linux users.
  • Where PowerShell formatting commands are shown (e.g., FT, FL, ConvertTo-Json), provide equivalent Linux/CLI commands (e.g., jq, grep) for output manipulation.
  • Include a short section or callout on platform parity, clarifying that all CLI examples work on Linux, macOS, and Windows.
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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

Flagged Code Snippets