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 a Windows bias by exclusively providing PowerShell examples and referencing Windows-centric tools (such as the Microsoft Graph PowerShell module) for configuring password expiry. There are no equivalent Linux shell (bash, curl, etc.) examples or instructions, and the PowerShell approach is presented as the default method for scripting these operations. The Azure portal steps are platform-agnostic, but all command-line automation is Windows-oriented.
Recommendations
  • Provide equivalent examples using bash and curl for Microsoft Graph API operations, especially for PATCH requests to update user attributes.
  • Include instructions for installing and using cross-platform tools (such as Azure CLI or direct REST API calls) for Linux/macOS users.
  • When presenting PowerShell examples, also offer Linux/macOS alternatives side-by-side, or clearly indicate platform-specific sections.
  • Reference cross-platform scripting options before or alongside Windows/PowerShell tools, rather than defaulting to Windows-first.
  • Explicitly state platform compatibility for each tool or command, and link to relevant installation guides for non-Windows environments.
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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 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