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
missing_linux_example
Summary
The documentation provides examples for Azure CLI, Azure PowerShell, and the Azure Portal for each query. While Azure CLI is cross-platform, Azure PowerShell is primarily a Windows-centric tool (though it is available on Linux, its usage is much more common on Windows). There are no explicit Linux shell (bash) examples, nor are Linux-native tools (e.g., curl, jq, bash scripting) mentioned. The ordering of examples always places Azure CLI first, which is positive for cross-platform parity, but the inclusion of PowerShell and absence of Linux-specific shell examples indicates a mild Windows bias.
Recommendations
  • Add explicit bash/shell examples for running az graph query commands, showing output parsing with jq or similar Linux tools.
  • Clarify that Azure CLI commands work on Linux, macOS, and Windows, and provide installation/usage notes for Linux users.
  • Consider removing or de-emphasizing PowerShell examples unless there is a specific Windows-only use case.
  • Where relevant, mention Linux-native alternatives for scripting and automation (e.g., bash, zsh, etc.).
  • Ensure documentation is reviewed for parity in example coverage between Windows and Linux environments.
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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