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 cross-platform alternatives. The only cross-platform example is Azure CLI, which is brief and lacks parity with the PowerShell section.
Recommendations
  • Add equivalent Linux/macOS examples using curl, Bash, or Python for acquiring OAuth tokens.
  • Expand the Azure CLI section to cover all authentication scenarios shown in PowerShell (user credentials, device code, app credentials).
  • Clearly indicate which tools are cross-platform and provide guidance for non-Windows users.
  • Consider reordering examples so that cross-platform tools (Azure CLI, REST/curl) are presented before Windows-specific tools.
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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

Flagged Code Snippets