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
Summary
The documentation provides examples for Azure Portal, PowerShell, Azure CLI, and REST API. PowerShell is given equal prominence to Azure CLI, but PowerShell is a Windows-centric tool, and its examples are presented before Azure CLI in every section. There is no explicit mention of Linux shell scripting or Bash, nor are there examples using Linux-native tools or patterns. The documentation assumes familiarity with PowerShell, which may disadvantage Linux users. However, Azure CLI is cross-platform and included in all sections, partially mitigating the bias.
Recommendations
  • Explicitly state that Azure CLI commands work on Linux, macOS, and Windows.
  • Add Bash shell scripting examples where appropriate, especially for filtering and processing output (e.g., using jq or grep).
  • Consider providing Linux-specific notes or troubleshooting tips for command-line usage.
  • If PowerShell is mentioned, clarify that PowerShell Core is available cross-platform, or link to installation instructions for Linux.
  • Ensure that Azure CLI examples are not secondary to PowerShell and are presented with equal or greater prominence for cross-platform parity.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean

Flagged Code Snippets