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
Summary
The documentation page contains a notable Windows bias in the administrator troubleshooting section, where PowerShell commands are exclusively provided for resolving service principal issues. There are no equivalent instructions or examples for Linux/macOS users, such as Azure CLI or cross-platform alternatives. The rest of the documentation is generally platform-neutral, but this critical step may block non-Windows administrators.
Recommendations
  • Provide equivalent Azure CLI commands for creating service principals and managing permissions, which work on Linux/macOS.
  • Explicitly mention that PowerShell Core is available cross-platform, or link to installation instructions for non-Windows systems.
  • Add troubleshooting steps for Linux/macOS environments, including how to install and use Microsoft Graph modules with PowerShell Core or Azure CLI.
  • Where possible, present cross-platform commands first, or in parallel with Windows-specific instructions.
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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
2026-01-12 00:00 #243 cancelled 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
2025-09-16 00:00 #113 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Biased Biased

Flagged Code Snippets