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
Summary
The documentation page presents both Azure PowerShell and Azure CLI examples for deployment operations, but PowerShell examples are consistently listed before CLI examples. The use of PowerShell-specific tabs and interactive scripts, as well as references to Azure PowerShell in metadata and notes, suggests a subtle prioritization of Windows tooling. However, Linux parity is generally maintained through the inclusion of Azure CLI and Bash examples.
Recommendations
  • Alternate the order of PowerShell and CLI examples, or present CLI examples first to avoid implicit Windows prioritization.
  • Add explicit notes clarifying that both Azure PowerShell and Azure CLI are fully supported on Windows, Linux, and macOS.
  • Ensure that all example scripts (including interactive ones) are provided for both PowerShell and Bash shells.
  • Review metadata and custom tags to avoid exclusive tracking of PowerShell unless justified.
  • Where possible, include links or references to cross-platform installation and usage guides for both Azure PowerShell and Azure CLI.
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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
2025-09-06 00:00 #103 completed Clean Clean
2025-08-06 00:00 #72 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean

Flagged Code Snippets