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
missing_linux_example
windows_tools
Summary
The documentation consistently provides Azure PowerShell examples for all scenarios, but does not include equivalent Azure CLI or REST API examples, which are cross-platform and commonly used on Linux and macOS. The exclusive use of PowerShell, a Windows-centric tool, creates a bias toward Windows users and may hinder Linux users or those preferring CLI or automation via REST. No Linux-specific instructions, shell scripts, or CLI commands are present.
Recommendations
  • Add Azure CLI examples for each scenario alongside PowerShell, using Bash syntax.
  • Include REST API sample requests for role assignment management with conditions.
  • Explicitly mention that Azure CLI and REST API are supported and provide links to relevant documentation.
  • Consider providing Bash script snippets for automation, especially for Linux environments.
  • Clarify that PowerShell can be used cross-platform, but highlight CLI and REST as alternatives for Linux/macOS users.
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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
2025-09-16 00:00 #113 completed Clean Clean
2025-09-15 00:00 #112 completed Clean Clean
2025-09-14 00:00 #111 completed Clean Clean
2025-09-13 00:00 #110 completed Clean Clean
2025-09-12 00:00 #109 completed Clean Clean
2025-09-11 00:00 #108 completed Clean Clean
2025-09-10 00:00 #107 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets