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_first
missing_linux_example
Summary
The documentation page demonstrates a notable Windows bias by exclusively providing PowerShell-based setup scripts and instructions, referencing the Azure Cloud Shell in PowerShell mode, and omitting equivalent Bash/Linux shell examples. The CLI steps are present but are secondary to the PowerShell workflow, and there are no explicit instructions or scripts for Linux/macOS users to perform the same setup outside of PowerShell.
Recommendations
  • Provide equivalent Bash scripts for all PowerShell examples, especially for steps involving Microsoft Graph and service principal role assignments.
  • Explicitly mention how Linux/macOS users can perform each step, including using Azure CLI and REST APIs where possible.
  • Reference the Bash environment in Azure Cloud Shell alongside PowerShell, and clarify which commands are cross-platform.
  • Ensure that CLI examples are given equal prominence and detail as PowerShell examples, not just as a follow-up.
  • Add troubleshooting notes for Linux/macOS users, especially regarding authentication and permissions.
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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 Clean Clean
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets