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
Summary
The documentation is heavily PowerShell-centric, with all examples using PowerShell commands for both Windows and Linux. Windows-specific tools (PSExec) are mentioned before Linux equivalents (sudo), and instructions often present Windows steps first. There are no native Linux shell examples (e.g., bash, sh), and the documentation assumes PowerShell is the primary interface on Linux, which is less common in typical Linux environments.
Recommendations
  • Provide native Linux shell (bash/sh) examples alongside PowerShell, especially for Linux users who may not have PowerShell installed.
  • Alternate the order of Windows and Linux instructions to avoid always presenting Windows first.
  • Mention Linux-native tools and patterns (e.g., using root, systemd, or other common Linux practices) where appropriate, not just sudo.
  • Clarify PowerShell requirements for Linux, and provide guidance for environments where PowerShell is not available.
  • Consider adding troubleshooting and usage notes specific to common Linux distributions beyond Ubuntu, reflecting broader Linux usage.
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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 Clean Clean

Flagged Code Snippets