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 mild Windows bias. PowerShell is the only example given for service principal setup, with no Linux CLI or Bash equivalent. Windows tools (PuTTY) are referenced as SSH clients, and Windows connection instructions are listed before Linux. The page does mention Linux VMs and SSH, but Windows-centric tools and patterns are more prominent, and Linux alternatives are not always presented equally.
Recommendations
  • Provide Azure CLI or Bash equivalents for PowerShell commands, especially for service principal setup.
  • Mention native Linux SSH clients (e.g., OpenSSH) before or alongside PuTTY, and clarify cross-platform options.
  • Present Linux connection instructions before or equally with Windows instructions.
  • Ensure all steps referencing tools or commands include both Windows and Linux alternatives.
  • Add explicit examples for Linux users where only Windows/PowerShell instructions are given.
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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 Biased Biased
2025-07-09 13:09 #3 cancelled Clean Clean
2025-07-08 04:23 #2 cancelled Biased Biased

Flagged Code Snippets