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 both Azure CLI and Azure PowerShell examples for each query, but PowerShell is given equal prominence to CLI, despite being a Windows-centric tool. There are no Linux-specific shell examples (e.g., Bash, zsh), nor is there any mention of Linux-native scripting or usage patterns. The tab order consistently lists Azure CLI first, which is cross-platform, but the inclusion of PowerShell as a primary method may signal a Windows bias, especially for users who expect Bash or other Linux shell examples. No Windows-only tools are mentioned, but the lack of Linux-specific guidance or examples is notable.
Recommendations
  • Add explicit Bash/zsh shell examples for running Azure CLI commands, demonstrating Linux usage patterns (e.g., piping, jq for JSON parsing).
  • Clarify that Azure CLI is cross-platform and can be used on Linux, macOS, and Windows.
  • Consider adding notes or sections for Linux users, such as installation instructions for Azure CLI on Linux, or troubleshooting tips specific to Linux environments.
  • If PowerShell is included, clarify its availability on Linux and macOS, or provide parity examples using native Linux tools.
  • Review tab ordering and prominence to ensure CLI (cross-platform) is emphasized over Windows-centric tools.
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Scan History

Date Scan Status Result
2026-01-14 00:00 #250 in_progress Clean Clean
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 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
2025-07-12 23:44 #41 cancelled Clean Clean

Flagged Code Snippets