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
windows_tools
Summary
The documentation is heavily biased towards Windows and PowerShell usage. All examples and instructions are provided in PowerShell, with no mention of Linux shell equivalents (e.g., Bash, CLI). The script uses PowerShell-specific constructs and modules, and the prerequisites and workflow assume a Windows environment. There is no guidance for users on Linux or macOS platforms, nor are cross-platform Azure CLI or REST API alternatives presented.
Recommendations
  • Provide equivalent examples using Azure CLI (az) commands, which are cross-platform and work on Linux, macOS, and Windows.
  • Include Bash script samples for Linux users, especially for authentication, service principal creation, and role assignment.
  • Clarify which steps are platform-independent and which require platform-specific tools, and offer alternatives where possible.
  • Mention prerequisites for Linux/macOS users, such as installing Azure CLI and Microsoft Graph CLI.
  • Add a section comparing PowerShell and CLI approaches, helping users choose the best fit for their environment.
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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

Flagged Code Snippets