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
missing_linux_example
Summary
The documentation page demonstrates a Windows bias primarily through the exclusive use of PowerShell for code examples and role assignment instructions. PowerShell is a Windows-centric tool, and there are no equivalent examples using Azure CLI, Bash, or other Linux-friendly tools. Additionally, PowerShell is mentioned before Azure CLI and REST API in the list of assignment tools, reinforcing a Windows-first approach. There are no Linux-specific instructions or examples provided.
Recommendations
  • Add equivalent Azure CLI examples for all PowerShell code snippets, especially for custom role creation and assignment.
  • Provide Bash or shell script examples where appropriate, to improve accessibility for Linux and macOS users.
  • When listing tools for role assignment, alternate or randomize the order, or explicitly mention Azure CLI and REST API before PowerShell in some sections.
  • Include a note clarifying cross-platform support and linking to documentation for Azure CLI and REST API usage.
  • Ensure that all instructions and examples are available for both Windows and Linux environments to promote parity.
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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
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-12 00:00 #109 completed Biased Biased
2025-08-12 00:00 #78 cancelled Biased Biased
2025-07-13 21:25 #47 cancelled Clean Clean
2025-07-13 20:48 #44 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets