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 provides both Azure CLI and Azure PowerShell examples for verifying results, but PowerShell is given equal prominence and is referenced in the 'Next steps' section. The tutorial for further learning is focused on creating a PowerShell runbook, which is a Windows-centric automation pattern. There are no Linux shell (bash) or cross-platform scripting examples, and the documentation references Windows tools (PowerShell) without mentioning Linux alternatives or parity.
Recommendations
  • Add bash/Linux shell examples alongside Azure CLI and PowerShell for verifying results.
  • In the 'Next steps' section, include links to tutorials for creating Python or bash runbooks, not just PowerShell.
  • Explicitly mention that Azure CLI works cross-platform and provide guidance for Linux/macOS users.
  • Where PowerShell is referenced, note its availability on Linux and macOS, or provide equivalent bash commands.
  • Ensure that automation patterns and examples are not exclusively focused on Windows tools.
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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 Clean Clean
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

Flagged Code Snippets