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
Summary
The documentation provides parity across Azure Portal, Azure CLI, Azure PowerShell, and ARM template methods for managing identities. However, PowerShell examples are prominent and often provided, which may imply a Windows bias. In some sections, PowerShell is listed before other options, and PowerShell-specific notes are included. The CLI examples are cross-platform, but PowerShell is not available on all Linux/macOS systems by default. The documentation does not exclusively use Windows tools, but PowerShell is emphasized more than necessary for a cross-platform audience.
Recommendations
  • Ensure Azure CLI examples are always listed before PowerShell, as CLI is cross-platform.
  • Clarify that PowerShell examples are optional and provide guidance for Linux/macOS users on installing PowerShell if needed.
  • Where possible, provide Bash shell examples for Linux/macOS users, especially for token retrieval and scripting.
  • Add explicit notes about cross-platform compatibility for each tool, highlighting CLI and ARM templates as platform-neutral.
  • Review and balance the order and prominence of PowerShell and CLI examples to avoid implying Windows is preferred.
GitHub Create Pull Request

Scan History

Date Scan Status Result
2026-02-19 00:00 #398 in_progress Biased Biased
2026-02-18 00:00 #394 in_progress Biased Biased
2026-02-17 00:00 #390 in_progress Biased Biased
2026-02-16 00:00 #386 in_progress Biased Biased
2026-02-15 00:00 #382 in_progress Biased Biased
2026-02-14 00:00 #378 in_progress Biased Biased
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
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-16 00:00 #113 completed Biased Biased
2025-09-15 00:00 #112 completed Biased Biased
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
2025-09-09 00:00 #106 completed Clean Clean
2025-09-08 00:00 #105 completed Biased Biased
2025-09-07 00:00 #104 completed Biased Biased
2025-09-06 00:00 #103 completed Biased Biased
2025-09-05 00:00 #102 completed Biased Biased
2025-09-04 00:00 #101 completed Biased Biased
2025-09-03 00:00 #100 completed Clean Clean
2025-09-02 00:00 #99 cancelled Biased Biased
2025-08-17 00:01 #83 cancelled Biased Biased
2025-07-13 21:37 #48 completed Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets