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 provides detailed PowerShell examples for acquiring authentication tokens using the MSAL.PS module, which is Windows-centric. There are no equivalent examples for Linux/macOS users (e.g., using Bash, curl, or Python), and the PowerShell approach is presented before any mention of cross-platform alternatives. The Azure CLI example is present, but the PowerShell section is much more extensive, and no Linux-native tools or scripts are demonstrated for token acquisition.
Recommendations
  • Add equivalent examples for Linux/macOS users, such as using curl, Python (requests + MSAL), or Bash scripts to acquire OAuth tokens.
  • Explicitly mention cross-platform alternatives to PowerShell, and clarify which examples work on all platforms.
  • Reorder examples so that cross-platform tools (e.g., Azure CLI, REST API via curl) are shown before or alongside PowerShell.
  • Note any platform-specific limitations for the MSAL.PS module and provide guidance for non-Windows users.
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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

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