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 in several ways. PowerShell is the only CLI example provided for creating Microsoft Entra application identities, with no equivalent Bash, Azure CLI, or Linux shell examples. The use of PowerShell is referenced before any mention of cross-platform tools, and there is no guidance for Linux or macOS users. Additionally, the documentation refers to Windows-specific URLs (sts.windows.net) and patterns, and omits alternative approaches for non-Windows environments.
Recommendations
  • Add Azure CLI and Bash examples alongside PowerShell for all steps involving scripting or automation.
  • Explicitly mention cross-platform compatibility and provide instructions for Linux/macOS users where applicable.
  • Where PowerShell is referenced, also provide equivalent commands for Azure CLI and note their OS compatibility.
  • Avoid using Windows-specific terminology or URLs where not strictly necessary, or clarify their cross-platform applicability.
  • Review all screenshots and UI instructions to ensure they do not assume a Windows environment unless required.
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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
2026-01-11 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
2026-01-06 18:15 #225 cancelled Clean Clean
2025-09-16 00:00 #113 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets