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 providing PowerShell-based examples for password expiry configuration, referencing Windows-centric tools (PowerShell modules), and omitting equivalent Linux/macOS command-line instructions. All procedural steps involving command-line interaction are shown using PowerShell, with no mention of alternatives such as Bash, curl, or cross-platform CLI tools. This may hinder Linux or macOS administrators from easily following the instructions.
Recommendations
  • Provide equivalent examples using cross-platform tools such as Azure CLI, Microsoft Graph API via curl, or Bash scripts.
  • Explicitly mention that PowerShell Core is available on Linux/macOS, or provide installation instructions for non-Windows platforms.
  • Reorder or supplement command-line sections to present cross-platform approaches before or alongside Windows/PowerShell methods.
  • Include notes or links to documentation for Linux/macOS users, clarifying how to perform the same operations outside of Windows environments.
  • Audit future documentation for command-line instructions to ensure parity between Windows and non-Windows platforms.
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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