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_tools
missing_linux_example
windows_first
Summary
The documentation page demonstrates Windows bias by exclusively providing PowerShell examples for configuring password expiry duration, referencing Windows-centric tools (PowerShell cmdlets), and omitting equivalent Linux or cross-platform CLI instructions. All procedural steps assume use of the Azure portal or PowerShell, with no mention of Bash, Azure CLI, or other Linux-friendly approaches. Windows tools and patterns are presented first and exclusively, with no parity for Linux users.
Recommendations
  • Provide equivalent examples using Azure CLI (az) commands for all operations currently demonstrated with PowerShell.
  • Include Bash or shell script snippets where applicable, especially for REST API calls (e.g., using curl for PATCH requests).
  • Explicitly mention cross-platform compatibility for all steps, clarifying which tools can be used on Linux, macOS, and Windows.
  • Add a section or note highlighting how Linux/macOS users can perform the same tasks without PowerShell, including installation and usage of Microsoft Graph CLI or REST API.
  • Ensure that tool recommendations and examples are presented in a platform-neutral order, or grouped by platform, rather than defaulting to Windows/PowerShell first.
GitHub Create Pull Request

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 Clean Clean
2026-01-08 00:00 #228 cancelled Clean Clean
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-13 00:00 #110 completed Biased Biased
2025-09-12 00:00 #109 completed Biased Biased
2025-09-11 00:00 #108 completed Biased Biased
2025-09-10 00:00 #107 completed Biased Biased
2025-09-09 00:00 #106 completed Biased Biased
2025-08-14 00:01 #80 cancelled Biased Biased
2025-08-13 00:00 #79 cancelled Clean Clean
2025-07-13 21:11 #45 cancelled Biased Biased
2025-07-13 20:48 #44 cancelled Biased Biased
2025-07-13 20:32 #43 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets