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
missing_linux_example
windows_tools
Summary
The documentation page demonstrates a Windows bias by providing PowerShell-based examples for generating and retrieving managed identities, referencing Windows-specific tools (PowerShell), and omitting equivalent Linux/CLI examples. The PowerShell approach is presented first and in detail, while cross-platform alternatives such as Azure CLI are not mentioned. This may disadvantage users on Linux or macOS who do not use PowerShell.
Recommendations
  • Add Azure CLI examples for all operations currently shown only with PowerShell (e.g., generating and retrieving managed identities).
  • Present cross-platform tools (Azure CLI, REST API) before or alongside Windows-specific tools like PowerShell.
  • Explicitly mention that PowerShell examples are for Windows and provide parity for Linux/macOS users.
  • Include bash shell and Azure CLI command snippets where appropriate.
  • Review and update screenshots and instructions to ensure they are not Windows-centric (e.g., avoid showing Windows file paths or PowerShell prompts exclusively).
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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
2025-09-08 00:00 #105 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets