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 demonstrates a bias towards Windows environments, particularly in the administrator troubleshooting section. PowerShell is exclusively used for command-line examples, with no mention of Linux or cross-platform alternatives. Instructions for installing and using the Microsoft Graph module are Windows/PowerShell-centric, and there are no Bash, Azure CLI, or Linux-native equivalents provided. The troubleshooting steps and tooling references assume a Windows environment, which may hinder Linux users or those on other platforms.
Recommendations
  • Provide equivalent command-line instructions using Azure CLI and/or Bash for Linux/macOS users.
  • Mention cross-platform alternatives to PowerShell, such as running commands in Bash or using REST APIs directly.
  • Clarify which steps are platform-agnostic and which are Windows-specific, and offer guidance for non-Windows environments.
  • Include links or references to documentation for Linux/macOS setup of required tools (e.g., Microsoft Graph CLI, Azure CLI).
  • Ensure that all code samples and troubleshooting steps have Linux/macOS parity, or explicitly state platform requirements.
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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