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 and instructions for three interfaces: Azure Portal, PowerShell, and Azure CLI. PowerShell is given equal prominence to Azure CLI, with detailed examples and explicit cmdlets. However, there is a notable absence of Linux-specific shell (e.g., Bash) examples, and PowerShell is traditionally associated with Windows environments. The documentation does not mention or provide parity for Linux-native scripting or tools, and PowerShell examples are presented before Azure CLI in every section, suggesting a Windows-first bias.
Recommendations
  • Add explicit Bash shell examples for Linux users, especially for JSON manipulation and Azure CLI usage.
  • Clarify that Azure CLI examples are cross-platform and can be run in Bash, Zsh, or other Linux shells.
  • Consider reordering examples so that Azure CLI (the most cross-platform tool) appears before PowerShell.
  • Mention that PowerShell is available on Linux, but provide guidance for users who prefer native Linux shells.
  • Include troubleshooting or tips for Linux environments, such as handling JSON strings or environment variables in Bash.
  • Ensure that screenshots and instructions do not assume a Windows environment (e.g., file paths, UI conventions).
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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 Clean Clean
2026-01-11 00:00 #240 completed Biased Biased
2026-01-10 00:00 #237 completed Clean Clean
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
2025-08-19 00:01 #85 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets