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
windows_first
missing_linux_example
Summary
The documentation page demonstrates a moderate Windows bias. It repeatedly references PowerShell and Azure CLI scripts for client application registration and access token retrieval, with no mention of Bash or Linux-specific shell usage. Windows tools (PowerShell, .NET C#) are listed before cross-platform or Linux-friendly tools (cURL, Python), and there are no explicit Linux examples or instructions. The documentation assumes familiarity with Windows-centric patterns and does not provide parity for Linux users.
Recommendations
  • Include explicit Bash and Linux shell examples alongside PowerShell for all command-line instructions.
  • List cross-platform tools (cURL, Python, REST client) before Windows-specific tools (PowerShell, .NET C#) when enumerating options.
  • Add step-by-step instructions for Linux users, including authentication and resource management using Bash and Azure CLI.
  • Clarify that Azure CLI is cross-platform and provide sample commands for both Windows (PowerShell) and Linux (Bash).
  • Ensure screenshots and UI references do not assume a Windows environment unless necessary.
  • Review all tool mentions to ensure Linux equivalents are provided and described.
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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
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased
2025-07-12 23:44 #41 cancelled Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased