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 page exclusively uses Windows PowerShell examples and tools, such as the Microsoft Graph PowerShell module and Send-MailMessage, with explicit notes that PowerShell Core (cross-platform) is not supported. There are no Linux or cross-platform alternatives, and all instructions assume a Windows environment, both in tooling and workflow.
Recommendations
  • Provide equivalent examples using PowerShell Core (pwsh) where possible, or clarify platform limitations.
  • Include guidance for Linux/macOS users, such as using Azure CLI, REST API, or cross-platform scripting alternatives.
  • List platform support for each tool/module, and suggest alternatives for unsupported platforms.
  • Add explicit instructions or links for setting up Azure Automation and Office 365 management from non-Windows environments.
  • Where Windows-specific tools (e.g., Send-MailMessage) are used, suggest cross-platform alternatives (e.g., using SMTP libraries in Python, or other PowerShell modules that work on Linux).
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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 Clean Clean
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
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets