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
windows_tools
missing_linux_example
Summary
The documentation page demonstrates a moderate Windows bias. PowerShell is frequently referenced for troubleshooting and examples, often with detailed command-line instructions and error messages. In several cases, PowerShell commands are presented before or instead of equivalent Azure CLI commands, and troubleshooting steps are described in a Windows-centric manner (e.g., referencing 'PS C:\>' prompts). There are few, if any, explicit Linux shell examples, and no mention of Linux-specific tools or patterns. The documentation implicitly assumes familiarity with Windows/PowerShell environments, which may disadvantage Linux users.
Recommendations
  • Provide equivalent Azure CLI (bash) examples alongside PowerShell commands, especially for troubleshooting and role assignment management.
  • Include Linux shell (bash/zsh) command examples and error outputs where PowerShell is used, to ensure parity.
  • Avoid using Windows-specific prompts (e.g., 'PS C:\>') in generic troubleshooting steps; use neutral formatting or show both Windows and Linux shell prompts.
  • Explicitly mention that Azure CLI works cross-platform and provide guidance for Linux/macOS users where relevant.
  • Where troubleshooting steps involve PowerShell, add parallel instructions for Azure CLI or REST API, and clarify when a solution is platform-agnostic.
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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
2025-09-10 00:00 #107 completed Clean Clean
2025-08-17 00:01 #83 cancelled Clean Clean
2025-07-13 21:37 #48 completed Clean Clean
2025-07-12 23:44 #41 cancelled Biased Biased

Flagged Code Snippets