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 demonstrates a mild Windows bias by consistently presenting PowerShell examples before Azure CLI examples in all code sections. The PowerShell sections are more detailed, with richer example scripts and explanations, while Azure CLI sections are more succinct and sometimes refer to external documentation for examples. There is no mention of Linux-specific tools, shells, or workflows, and the documentation implicitly assumes familiarity with PowerShell, which is more common on Windows.
Recommendations
  • Alternate the order of PowerShell and Azure CLI examples, or present Azure CLI examples first in some sections to avoid reinforcing a Windows-first perspective.
  • Ensure that Azure CLI examples are as detailed and comprehensive as the PowerShell examples, including full command sequences and explanations.
  • Explicitly mention that Azure CLI commands are cross-platform and can be run on Linux, macOS, and Windows, to encourage non-Windows users.
  • Where appropriate, add Bash shell examples or notes for Linux/macOS users (e.g., variable syntax differences, login methods).
  • Avoid assuming PowerShell as the default scripting environment; clarify that both PowerShell and CLI are supported equally.
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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
2025-09-11 00:00 #108 completed Clean Clean
2025-08-11 00:00 #77 completed Clean Clean
2025-08-10 00:00 #76 completed Clean Clean
2025-08-09 00:00 #75 completed Clean Clean
2025-08-08 00:00 #74 completed Clean Clean
2025-08-07 00:00 #73 completed Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets