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. PowerShell and Azure CLI are repeatedly mentioned as scripting options for client application registration and access token retrieval, with PowerShell listed first. There is no mention of Bash or Linux-specific shell usage, nor are Linux-native tools or workflows described. Examples and instructions for using REST clients, cURL, and Python are present, but only in secondary contexts. No explicit Linux setup or parity guidance is provided, and screenshots and UI references are Azure Portal-centric, which is platform-agnostic but often used on Windows.
Recommendations
  • Include explicit Bash and Linux shell examples alongside PowerShell and Azure CLI instructions.
  • Add guidance for Linux users on registering applications and managing identities, including sample commands.
  • List scripting options in a neutral order (e.g., 'using PowerShell, Bash, or Azure CLI scripts') rather than Windows-first.
  • Highlight cross-platform tools (e.g., cURL, Python, REST client) earlier and provide full examples for Linux environments.
  • Where screenshots or UI instructions are given, clarify platform compatibility and mention Linux-friendly alternatives if available.
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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