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 CLI, PowerShell, and REST API. PowerShell examples are included throughout, which is primarily a Windows-centric tool. In each case, PowerShell is presented as a first-class option alongside Azure CLI, but there are no Linux-specific shell examples (such as Bash scripts or references to Linux-native tools). The login instructions reference Connect-AzAccount for PowerShell, which is not available on Linux by default. There is no mention of Linux-specific usage patterns, nor any guidance for Linux users beyond Azure CLI.
Recommendations
  • Add explicit Bash shell examples for each operation, demonstrating usage in a typical Linux environment.
  • Clarify that Azure CLI is cross-platform and highlight its usage on Linux and macOS.
  • De-emphasize PowerShell as a primary example, or provide parity by including Linux-native scripting alternatives.
  • Include notes or guidance for Linux users, such as installation instructions for Azure CLI on Linux, and mention that PowerShell Core is available cross-platform if relevant.
  • Avoid assuming PowerShell is the default scripting environment; present Azure CLI or REST as the primary cross-platform options.
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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