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
windows_first
powershell_heavy
windows_tools
Summary
The documentation page demonstrates some Windows bias. In the 'ResourceGroupNotFound' error, both Azure CLI and PowerShell are mentioned, but PowerShell (a Windows-centric tool) is referenced directly alongside CLI, without explicit parity for Linux shell usage. In the 'SubnetsNotInSameVnet' error, the Windows VM multiple NICs documentation is listed before the Linux equivalent, suggesting a Windows-first approach. There are also several references to PowerShell modules and commands, which are primarily used on Windows, with no mention of Bash or Linux-specific alternatives. No explicit Linux shell commands or troubleshooting patterns are provided.
Recommendations
  • Ensure that examples and tool references include both Windows (PowerShell) and Linux (Bash/CLI) usage, with equal prominence.
  • When linking to platform-specific documentation (e.g., multiple NICs), alternate the order or provide a neutral grouping to avoid Windows-first presentation.
  • Where PowerShell is referenced, also provide equivalent Bash or Azure CLI commands for Linux users.
  • Audit linked troubleshooting guides to ensure Linux scenarios are covered as thoroughly as Windows ones.
  • Explicitly mention cross-platform compatibility for tools and commands where applicable.
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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 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