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
windows_first
Summary
The documentation page demonstrates a moderate Windows bias. PowerShell is the only automation example provided for configuring Entra ID and Exchange Online, and Exchange Admin Center/Cloud Shell instructions are Windows-centric. Linux alternatives for scripting or CLI-based configuration are not mentioned, and PowerShell is referenced as a prerequisite for automation. Additionally, Windows/PowerShell tools are mentioned before any generic or cross-platform alternatives, and Linux-specific guidance is missing for key steps.
Recommendations
  • Provide equivalent automation examples using cross-platform tools such as Azure CLI, Microsoft Graph API, or Bash scripts for Linux/macOS users.
  • Clarify whether PowerShell 7.x is required or if the steps can be performed using Azure CLI or REST API calls, which are available on Linux/macOS.
  • Include notes or links to Linux/macOS-compatible methods for accessing Exchange Online and Entra ID (e.g., using browser-based portals, Azure CLI, or Graph API).
  • Explicitly state which steps are platform-agnostic and which require Windows-specific tools, and offer alternatives where possible.
  • Add a brief section or callout for Linux/macOS users, outlining any differences or additional steps needed.
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Scan History

Date Scan Status Result
2026-01-16 00:00 #258 completed Biased Biased
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
2025-09-11 00:00 #108 completed Clean Clean
2025-08-22 00:01 #88 completed Clean Clean
2025-07-22 00:01 #57 completed Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets