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
windows_tools
Summary
The documentation exhibits mild Windows bias by consistently listing PowerShell examples and instructions before Azure CLI equivalents, and by referencing Windows-centric tools (PowerShell) more frequently. PowerShell is presented as a primary automation method, with additional details and links for installation and usage. While Azure CLI is included and parity is generally maintained, the ordering and emphasis may create friction for Linux/macOS users who prefer CLI or Bash.
Recommendations
  • Alternate the order of PowerShell and Azure CLI examples, or present CLI first in some sections to balance visibility.
  • Explicitly mention that Azure CLI is cross-platform and suitable for Linux/macOS users.
  • Provide Bash shell snippets or notes where relevant, especially for local installation and usage.
  • Reduce PowerShell-specific instructions unless necessary, and ensure CLI instructions are equally detailed.
  • Clarify that both PowerShell and CLI can be used in Cloud Shell, which is OS-agnostic.
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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
2026-01-11 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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets