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
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a Windows bias by referencing Azure PowerShell and REST API as primary tools for tag operations, mentioning Azure PowerShell before Azure CLI in access descriptions, and omitting explicit Linux shell or Bash examples. The CLI (which is cross-platform) is only referenced in limitations and 'Next steps', while PowerShell is highlighted for tag operations. There are no direct Linux or Bash command examples, and Windows-centric tools/patterns (PowerShell) are prioritized in explanations.
Recommendations
  • Ensure Azure CLI (cross-platform) is mentioned alongside or before Azure PowerShell when describing tag operations and access.
  • Provide explicit Bash/Linux shell examples for common tag operations, especially in sections discussing access and limitations.
  • Clarify that Azure CLI works on Windows, Linux, and macOS, and link to platform-specific installation guides.
  • Avoid language that implies PowerShell is the default or preferred tool; present CLI and PowerShell as equal options.
  • Add a section or examples for managing tags using Bash scripts or Linux-native tools where appropriate.
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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
2025-09-16 00:00 #113 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased