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 page provides detailed PowerShell examples for authentication using the MSAL.PS module, which is Windows-centric, and does not offer equivalent Linux or cross-platform command-line examples (e.g., Bash, curl, Python). The Azure CLI example is present, but PowerShell is given more coverage and detail. There is no mention of Linux-native tools or workflows for obtaining tokens, and the order of examples puts PowerShell before any Linux alternatives.
Recommendations
  • Add Linux/Bash examples for requesting authorization tokens, such as using curl or Python with MSAL.
  • Include cross-platform authentication workflows, not just PowerShell/MSAL.PS.
  • Balance example coverage by providing equivalent detail for Azure CLI and other non-Windows tools.
  • Explicitly mention that Azure CLI works on Linux, macOS, and Windows.
  • Consider reordering examples so that cross-platform tools (Azure CLI, REST/curl) appear before Windows-specific tools like PowerShell.
GitHub Create Pull Request

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